Environments

Maintained micromamba environments available on NowWhat.

Load micromamba/latest before activating these environments. The environments live under /software/envs/micromamba/envs.

module load micromamba/latest
micromamba activate nw-rpy-sc

Available Environments

Environment	Python	R	Conda packages	Pip packages	R packages	Description
`nw-bioc-3.22`	3.14.6	4.5.3	311	4	35
`nw-bioc-3.23`	3.14.6	4.6.1	330	4	3385
`nw-bioc-devel`	3.14.6	4.6.1	317	2	16
`nw-geneformer`	3.11.15	-	159	136	-	Geneformer and transformer-based genomics workflows, including model inference and downstream analysis.
`nw-huggingface`	3.11.15	-	197	163	-
`nw-pyTDC`	3.11.15	-	248	213	-	Therapeutics Data Commons workflows for drug discovery, molecular property prediction, and benchmark datasets.
`nw-rapids`	3.13.13	4.5.3	519	242	57	GPU-accelerated data science with RAPIDS, CUDA-enabled Python tools, and optional R integration.
`nw-rpy-ml`	3.11.15	4.5.3	611	182	265	Mixed R and Python machine learning environment for modelling, statistics, and interoperable analysis.
`nw-rpy-sc`	3.11.15	4.5.3	1062	308	425	Single-cell analysis environment with R and Python packages for preprocessing, integration, and visualization.
`nw-scGPT`	3.9.25	-	0	0	-	scGPT and single-cell foundation model workflows, including Python deep learning dependencies.
`nw-scGPTv2`	3.11.15	-	318	263	-
`nw-snakemake`	3.11.15	-	250	112	-	Snakemake workflow execution environment for reproducible pipelines and batch-oriented analyses.
`nw-utils`	3.11.15	-	55	28	-	General utility environment for downloads, data handling, command-line helpers, and lightweight scripting.

Notes

Environments with an R version listed include both Python and R.
Prefer these maintained environments over creating large personal environments in home directories.

Packages

Each section lists conda/micromamba packages, pip packages, and R packages when R is installed in that environment.

`nw-bioc-3.22`

Python: 3.14.6
R: 4.5.3
Conda/micromamba packages: 311
Pip packages: 4
R packages: 35
Description: Not described yet.

Conda/micromamba packages

Package	Version	Build	Channel
_openmp_mutex	4.5	20_gnu	conda-forge
_r-mutex	1.0.1	anacondar_1	conda-forge
adwaita-icon-theme	49.0	unix_0	conda-forge
alsa-lib	1.2.16.1	hb03c661_0	conda-forge
aom	3.14.1	pl5321h039972f_1	conda-forge
at-spi2-atk	2.38.0	h0630a04_3	conda-forge
at-spi2-core	2.40.3	h0630a04_0	conda-forge
atk-1.0	2.38.0	h04ea711_2	conda-forge
autoconf	2.72	pl5321hbb4ee43_1	conda-forge
automake	1.17	pl5321ha770c72_0	conda-forge
aws-c-auth	0.10.4	hb7a77c6_1	conda-forge
aws-c-cal	0.9.14	h2aa3ae6_4	conda-forge
aws-c-common	0.14.2	hb03c661_0	conda-forge
aws-c-compression	0.3.2	h720e601_4	conda-forge
aws-c-http	0.11.0	h38ae05a_4	conda-forge
aws-c-io	0.27.3	h6f4d18d_1	conda-forge
aws-c-s3	0.12.8	h46fcd08_1	conda-forge
aws-c-sdkutils	0.2.7	h720e601_2	conda-forge
aws-checksums	0.2.10	h720e601_4	conda-forge
binutils	2.46.1	default_h4852527_102	conda-forge
binutils_impl_linux-64	2.46.1	default_hfdba357_102	conda-forge
binutils_linux-64	2.46.1	default_h4852527_102	conda-forge
bison	3.8.2	h59595ed_0	conda-forge
blis	2.0	pthreads_h64f13e8_4	conda-forge
blosc	1.21.6	he440d0b_1	conda-forge
bwidget	1.10.1	ha770c72_1	conda-forge
bzip2	1.0.8	hda65f42_9	conda-forge
c-ares	1.34.8	hb03c661_0	conda-forge
c-compiler	1.11.0	h4d9bdce_0	conda-forge
ca-certificates	2026.7.22	hbd8a1cb_0	conda-forge
cairo	1.18.4	he90730b_1	conda-forge
cmake	4.4.1	hc85cc9f_0	conda-forge
conda-gcc-specs	14.4.0	h611768e_1	conda-forge
curl	8.21.0	hae6b9f4_2	conda-forge
cxx-compiler	1.11.0	hfcd1e18_0	conda-forge
cyrus-sasl	2.1.28	hac629b4_1	conda-forge
dav1d	1.2.1	hd590300_0	conda-forge
dbus	1.16.2	h24cb091_1	conda-forge
epoxy	1.5.10	hb03c661_2	conda-forge
expat	2.8.1	hecca717_1	conda-forge
fftw	3.3.11	nompi_h3b011a4_100	conda-forge
flex	2.6.4	h58526e2_1004	conda-forge
font-ttf-dejavu-sans-mono	2.37	hab24e00_0	conda-forge
font-ttf-inconsolata	3.000	h77eed37_0	conda-forge
font-ttf-source-code-pro	2.038	h77eed37_0	conda-forge
font-ttf-ubuntu	0.83	h77eed37_3	conda-forge
fontconfig	2.18.2	h27c8c51_0	conda-forge
fonts-conda-ecosystem	1	0	conda-forge
fonts-conda-forge	1	hc364b38_1	conda-forge
fortran-compiler	1.11.0	h9bea470_0	conda-forge
freeglut	3.2.2	h215f996_4	conda-forge
freetype	2.14.3	ha770c72_0	conda-forge
freexl	2.0.0	h9dce30a_2	conda-forge
fribidi	1.0.16	hb03c661_0	conda-forge
gcc	14.4.0	hc6a0c74_1	conda-forge
gcc_impl_linux-64	14.4.0	h9711763_1	conda-forge
gcc_linux-64	14.4.0	hc469d41_0	conda-forge
gdal	3.13.2	np2py314hcb64c48_0	conda-forge
gdk-pixbuf	2.44.7	h2b0a6b4_0	conda-forge
geos	3.14.1	h480dda7_0	conda-forge
gfortran	14.4.0	hd47ba16_1	conda-forge
gfortran_impl_linux-64	14.4.0	he75539a_1	conda-forge
gfortran_linux-64	14.4.0	h4d20c58_0	conda-forge
ghostscript	10.07.1	hecca717_0	conda-forge
giflib	5.2.2	ha257d8a_1	conda-forge
git	2.55.0	pl5321h5685339_1	conda-forge
glib-tools	2.88.2	h8094192_0	conda-forge
glpk	5.0	h445213a_0	conda-forge
gmp	6.3.0	hac33072_2	conda-forge
graphite2	1.3.15	hecca717_0	conda-forge
graphviz	14.1.2	h8b86629_0	conda-forge
gsl	2.7	he838d99_0	conda-forge
gtk3	3.24.52	ha5ea40c_0	conda-forge
gts	0.7.6	h977cf35_4	conda-forge
gxx	14.4.0	hd47ba16_1	conda-forge
gxx_impl_linux-64	14.4.0	hc436dd5_1	conda-forge
gxx_linux-64	14.4.0	h82679ac_0	conda-forge
harfbuzz	14.2.1	ha770c72_1	conda-forge
hdf4	4.2.15	h2a13503_7	conda-forge
hdf5	2.1.0	nompi_h654f344_110	conda-forge
hicolor-icon-theme	0.17	ha770c72_3	conda-forge
htslib	1.24	ha79157c_0	bioconda
icu	78.3	h54a6638_2	conda-forge
imagemagick	7.1.2_27	agpl_h9fd05cd_100	conda-forge
imath	3.2.2	hde8ca8f_0	conda-forge
jags	4.3.2	h647a790_1	conda-forge
jasper	4.2.9	h1588d4d_1	conda-forge
json-c	0.18	h6688a6e_0	conda-forge
kernel-headers_linux-64	5.14.0	he073ed8_3	conda-forge
keyutils	1.6.3	hb9d3cd8_0	conda-forge
krb5	1.22.2	hbde042b_1	conda-forge
lcms2	2.19.1	h0c24ade_1	conda-forge
ld_impl_linux-64	2.46.1	default_hbd61a6d_102	conda-forge
lerc	4.2.0	hdb68285_0	conda-forge
libabseil	20260526.0	cxx17_h7b12aa8_1	conda-forge
libaec	1.1.5	h088129d_0	conda-forge
libarchive	3.8.9	gpl_hc2c16d8_100	conda-forge
libavif16	1.4.2	h0ed3d04_3	conda-forge
libblas	3.11.0	8_h91f140b_blis	conda-forge
libbrotlicommon	1.2.0	hb03c661_1	conda-forge
libbrotlidec	1.2.0	hb03c661_1	conda-forge
libbrotlienc	1.2.0	hb03c661_1	conda-forge
libcblas	3.11.0	8_h3c44731_blis	conda-forge
libcups	2.3.3	h7a8fb5f_6	conda-forge
libcurl	8.21.0	hae6b9f4_2	conda-forge
libde265	1.1.1	h171cf75_0	conda-forge
libdeflate	1.25	h17f619e_0	conda-forge
libdrm	2.4.127	hb03c661_0	conda-forge
libedit	3.1.20250104	pl5321h7949ede_0	conda-forge
libegl	1.7.0	ha4b6fd6_3	conda-forge
libegl-devel	1.7.0	ha4b6fd6_3	conda-forge
libev	4.33	hd590300_2	conda-forge
libexpat	2.8.1	hecca717_1	conda-forge
libffi	3.5.2	h3435931_0	conda-forge
libfreetype	2.14.3	ha770c72_0	conda-forge
libfreetype6	2.14.3	h73754d4_0	conda-forge
libgcc	16.1.0	ha9f2e26_1	conda-forge
libgcc-devel_linux-64	14.4.0	hd9a9cd0_101	conda-forge
libgcc-ng	16.1.0	h69a702a_1	conda-forge
libgd	2.3.3	h5fbf134_12	conda-forge
libgdal-core	3.13.2	h8fccf12_0	conda-forge
libgfortran	16.1.0	h69a702a_1	conda-forge
libgfortran-ng	16.1.0	h69a702a_1	conda-forge
libgfortran5	16.1.0	h79bb938_1	conda-forge
libgit2	1.9.6	hc20babb_0	conda-forge
libgl	1.7.0	ha4b6fd6_3	conda-forge
libgl-devel	1.7.0	ha4b6fd6_3	conda-forge
libglib	2.88.2	h0d30a3d_0	conda-forge
libglu	9.0.3	h5888daf_1	conda-forge
libglvnd	1.7.0	ha4b6fd6_3	conda-forge
libglx	1.7.0	ha4b6fd6_3	conda-forge
libglx-devel	1.7.0	ha4b6fd6_3	conda-forge
libgomp	16.1.0	he0feb66_1	conda-forge
libharfbuzz	14.2.1	h17a8019_1	conda-forge
libharfbuzz-devel	14.2.1	h17a8019_1	conda-forge
libheif	1.23.1	gpl_h214e2e5_100	conda-forge
libhwy	1.4.0	h3a9caae_0	conda-forge
libiconv	1.18	h3b78370_2	conda-forge
libjpeg-turbo	3.2.0	hb03c661_0	conda-forge
libjxl	0.12.0	h174a0a3_1	conda-forge
libkml	1.3.0	haa4a5bd_1023	conda-forge
liblapack	3.11.0	8_h8876d29_netlib	conda-forge
libltdl	2.4.3a	h5888daf_0	conda-forge
liblzma	5.8.3	hb03c661_0	conda-forge
liblzma-devel	5.8.3	hb03c661_0	conda-forge
libmpdec	4.0.0	hb03c661_1	conda-forge
libnetcdf	4.10.1	nompi_he3e3c8e_201	conda-forge
libnghttp2	1.68.1	h877daf1_0	conda-forge
libnsl	2.0.1	hb9d3cd8_1	conda-forge
libntlm	1.8	hb9d3cd8_0	conda-forge
libopenblas	0.3.34	pthreads_h94d23a6_0	conda-forge
libopengl	1.7.0	ha4b6fd6_3	conda-forge
libpciaccess	0.19	hb03c661_0	conda-forge
libpng	1.6.58	h421ea60_0	conda-forge
libpq	18.4	hd5a49e9_1	conda-forge
libpsl	0.22.0	hf670292_2	conda-forge
libraw	0.22.2	h074291d_0	conda-forge
librsvg	2.62.3	h4c96295_0	conda-forge
librttopo	1.1.0	h46dd2a8_20	conda-forge
libsanitizer	14.4.0	hf39dbba_1	conda-forge
libsodium	1.0.22	h280c20c_1	conda-forge
libspatialite	5.1.0	gpl_hab3fe16_120	conda-forge
libsqlite	3.53.4	hf4e2dac_0	conda-forge
libssh2	1.11.1	hcf80075_0	conda-forge
libstdcxx	16.1.0	h934c35e_1	conda-forge
libstdcxx-devel_linux-64	14.4.0	ha5b54cb_101	conda-forge
libstdcxx-ng	16.1.0	hdf11a46_1	conda-forge
libtiff	4.7.2	h9d88235_0	conda-forge
libtool	2.5.4	h5888daf_0	conda-forge
libudunits2	2.2.28	h40f5838_3	conda-forge
libuuid	2.42.2	h5347b49_0	conda-forge
libuv	1.52.1	h280c20c_0	conda-forge
libwebp-base	1.6.0	hd42ef1d_0	conda-forge
libxcb	1.17.0	h8a09558_0	conda-forge
libxcrypt	4.4.36	hd590300_1	conda-forge
libxkbcommon	1.13.2	hca5e8e5_0	conda-forge
libxml2	2.15.3	h49c6c72_0	conda-forge
libxml2-16	2.15.3	hca6bf5a_0	conda-forge
libxml2-devel	2.15.3	h49c6c72_0	conda-forge
libxslt	1.1.43	h711ed8c_1	conda-forge
libzip	1.11.2	h6991a6a_0	conda-forge
libzlib	1.3.2	h25fd6f3_3	conda-forge
lz4-c	1.10.0	h5888daf_1	conda-forge
lzo	2.10	h280c20c_1002	conda-forge
m4	1.4.21	hb03c661_0	conda-forge
make	4.4.1	hb9d3cd8_2	conda-forge
mariadb-connector-c	3.4.9	ha00c009_0	conda-forge
minizip	4.2.2	hb71707f_0	conda-forge
mpfr	4.2.2	he0a73b1_0	conda-forge
muparser	2.3.5	h5888daf_0	conda-forge
ncurses	6.6	hdb14827_0	conda-forge
ninja	1.13.2	h171cf75_0	conda-forge
nspr	4.38	h29cc59b_0	conda-forge
nss	3.118	h445c969_0	conda-forge
numpy	2.5.1	py314h2b28147_0	conda-forge
openblas	0.3.34	pthreads_h6ec200e_0	conda-forge
openexr	3.4.13	h6de6307_2	conda-forge
openjdk	17.0.18	ha668962_0	conda-forge
openjpeg	2.5.4	h55fea9a_0	conda-forge
openjph	0.31.0	h8d634f6_0	conda-forge
openldap	2.6.13	hbde042b_0	conda-forge
openssl	3.6.3	h35e630c_0	conda-forge
pango	1.58.0	hda50119_0	conda-forge
pcre2	10.47	haa7fec5_0	conda-forge
perl	5.32.1	7_hd590300_perl5	conda-forge
perl-archive-extract	0.88	pl5321hdfd78af_0	bioconda
perl-b-cow	0.007	pl5321hb9d3cd8_1	conda-forge
perl-base	2.23	pl5321hd8ed1ab_0	conda-forge
perl-business-isbn	3.007	pl5321hd8ed1ab_0	conda-forge
perl-business-isbn-data	20210112.006	pl5321hd8ed1ab_0	conda-forge
perl-carp	1.50	pl5321hd8ed1ab_0	conda-forge
perl-cgi	4.72	pl5321hab16a5f_0	bioconda
perl-clone	0.46	pl5321hb9d3cd8_1	conda-forge
perl-compress-raw-bzip2	2.214	pl5321hda65f42_0	conda-forge
perl-compress-raw-zlib	2.214	pl5321h4dac143_0	conda-forge
perl-constant	1.33	pl5321hd8ed1ab_0	conda-forge
perl-dbi	1.651	pl5321hb03c661_0	conda-forge
perl-encode	3.24	pl5321hb03c661_0	conda-forge
perl-encode-locale	1.05	pl5321hdfd78af_7	bioconda
perl-exporter	5.74	pl5321hd8ed1ab_0	conda-forge
perl-extutils-makemaker	7.70	pl5321hd8ed1ab_0	conda-forge
perl-file-copy-recursive	0.45	pl5321h7b50bb2_5	bioconda
perl-file-path	2.18	pl5321hd8ed1ab_0	conda-forge
perl-file-spec	3.48_01	pl5321hdfd78af_2	bioconda
perl-file-temp	0.2304	pl5321hd8ed1ab_0	conda-forge
perl-html-parser	3.85	pl5321hc52dbad_0	bioconda
perl-html-tagset	3.24	pl5321hdfd78af_0	bioconda
perl-http-date	6.08	pl5321hdfd78af_0	bioconda
perl-http-message	7.04	pl5321hdfd78af_0	bioconda
perl-io-html	1.004	pl5321hdfd78af_0	bioconda
perl-ipc-cmd	1.04	pl5321hdfd78af_1	bioconda
perl-locale-maketext-simple	0.21	pl5321hdfd78af_3	bioconda
perl-lwp-mediatypes	6.04	pl5321hdfd78af_1	bioconda
perl-mime-base64	3.16	pl5321hb9d3cd8_3	conda-forge
perl-module-corelist	5.20260720	pl5321hdfd78af_0	bioconda
perl-module-load	0.34	pl5321hdfd78af_0	bioconda
perl-module-load-conditional	0.74	pl5321hdfd78af_0	bioconda
perl-module-metadata	1.000039	pl5321hdfd78af_0	bioconda
perl-params-check	0.38	pl5321hdfd78af_2	bioconda
perl-parent	0.243	pl5321hd8ed1ab_0	conda-forge
perl-storable	3.15	pl5321hb9d3cd8_2	conda-forge
perl-test-fatal	0.016	pl5321ha770c72_0	conda-forge
perl-test-needs	0.002009	pl5321hd8ed1ab_0	conda-forge
perl-test-nowarnings	1.06	pl5321ha770c72_0	conda-forge
perl-test-warnings	0.031	pl5321ha770c72_0	conda-forge
perl-time-local	1.35	pl5321hdfd78af_0	bioconda
perl-timedate	2.35	pl5321hdfd78af_0	bioconda
perl-try-tiny	0.31	pl5321ha770c72_0	conda-forge
perl-uri	5.35	pl5321ha770c72_0	conda-forge
perl-url-encode	0.03	pl5321h9ee0642_1	bioconda
perl-version	0.9934	pl5321hb03c661_0	conda-forge
perl-xml-namespacesupport	1.12	pl5321hd8ed1ab_0	conda-forge
perl-xml-parser	2.44_01	pl5321hf2e2c51_1004	conda-forge
perl-xml-sax	1.02	pl5321hd8ed1ab_0	conda-forge
perl-xml-sax-base	1.09	pl5321hd8ed1ab_0	conda-forge
perl-xml-sax-expat	0.51	pl5321hd8ed1ab_0	conda-forge
perl-xml-simple	2.25	pl5321hdfd78af_2	bioconda
pip	26.1.2	pyh145f28c_0	conda-forge
pixman	0.46.4	h54a6638_2	conda-forge
pkg-config	0.29.2	h4bc722e_1009	conda-forge
poppler	26.07.0	he594abd_3	conda-forge
poppler-data	0.4.12	hd8ed1ab_0	conda-forge
proj	9.8.1	he0df7b0_0	conda-forge
protobuf	7.35.1	py314h8f612e1_1	conda-forge
pthread-stubs	0.4	hb9d3cd8_1002	conda-forge
python	3.14.6	habeac84_101_cp314	conda-forge
python_abi	3.14	8_cp314	conda-forge
r-base	4.5.3	h502d0c9_3	conda-forge
rav1e	0.8.1	h1fbca29_0	conda-forge
readline	8.3	h853b02a_0	conda-forge
rhash	1.4.6	hb9d3cd8_1	conda-forge
s2n	1.7.5	h7e3ee7f_1	conda-forge
sed	4.10	h19d0853_0	conda-forge
snappy	1.2.2	h03e3b7b_1	conda-forge
sqlite	3.53.4	h04a0ce9_0	conda-forge
svt-av1	4.2.0	hecca717_0	conda-forge
sysroot_linux-64	2.34	h087de78_3	conda-forge
tk	8.6.13	noxft_hd70dff1_3	conda-forge
tktable	2.10	h5a7a40f_8	conda-forge
tzdata	2026c	h151e31d_0	conda-forge
udunits2	2.2.28	h40f5838_3	conda-forge
uriparser	0.9.8	hac33072_0	conda-forge
wayland	1.26.0	hd6090a7_0	conda-forge
x265	3.5	h924138e_3	conda-forge
xerces-c	3.3.0	hd9031aa_1	conda-forge
xkeyboard-config	2.48	h280c20c_0	conda-forge
xorg-libice	1.1.2	hb9d3cd8_0	conda-forge
xorg-libsm	1.2.6	he73a12e_0	conda-forge
xorg-libx11	1.8.13	he1eb515_0	conda-forge
xorg-libxau	1.0.12	hb03c661_1	conda-forge
xorg-libxcomposite	0.4.7	hb03c661_0	conda-forge
xorg-libxcursor	1.2.3	hb9d3cd8_0	conda-forge
xorg-libxdamage	1.1.6	hb9d3cd8_0	conda-forge
xorg-libxdmcp	1.1.5	hb03c661_1	conda-forge
xorg-libxext	1.3.7	hb03c661_0	conda-forge
xorg-libxfixes	6.0.2	hb03c661_0	conda-forge
xorg-libxi	1.8.3	hb03c661_0	conda-forge
xorg-libxinerama	1.1.6	hecca717_0	conda-forge
xorg-libxrandr	1.5.5	hb03c661_0	conda-forge
xorg-libxrender	0.9.12	hb9d3cd8_0	conda-forge
xorg-libxscrnsaver	1.2.4	hb9d3cd8_0	conda-forge
xorg-libxt	1.3.1	hb9d3cd8_0	conda-forge
xorg-libxtst	1.2.5	hb9d3cd8_3	conda-forge
xorg-libxxf86vm	1.1.7	hb03c661_0	conda-forge
xorg-xorgproto	2025.1	hb03c661_0	conda-forge
xz	5.8.3	ha02ee65_0	conda-forge
xz-gpl-tools	5.8.3	ha02ee65_0	conda-forge
xz-tools	5.8.3	hb03c661_0	conda-forge
zeromq	4.3.5	h09e67af_11	conda-forge
zlib	1.3.2	h25fd6f3_3	conda-forge
zstd	1.5.7	hb78ec9c_6	conda-forge

Pip packages

Package	Version
GDAL	3.13.2
numpy	2.5.1
pip	26.1.2
protobuf	7.35.1

R packages

Package	Version
base	4.5.3
base64enc	0.1-6
BiocManager	1.30.27
BiocVersion	3.22.0
cli	3.6.6
compiler	4.5.3
crayon	1.5.3
datasets	4.5.3
digest	0.6.39
evaluate	1.0.5
fastmap	1.2.0
glue	1.8.1
graphics	4.5.3
grDevices	4.5.3
grid	4.5.3
htmltools	0.5.9
IRdisplay	1.1
IRkernel	1.3.2
jsonlite	2.0.0
lifecycle	1.0.5
methods	4.5.3
parallel	4.5.3
pbdZMQ	0.3-14
pillar	1.11.1
repr	1.1.7
rlang	1.3.0
splines	4.5.3
stats	4.5.3
stats4	4.5.3
tcltk	4.5.3
tools	4.5.3
utf8	1.2.6
utils	4.5.3
uuid	1.2-2
vctrs	0.7.3

`nw-bioc-3.23`

Python: 3.14.6
R: 4.6.1
Conda/micromamba packages: 330
Pip packages: 4
R packages: 3385
Description: Not described yet.

Conda/micromamba packages

Package	Version	Build	Channel
_openmp_mutex	4.5	20_gnu	conda-forge
_r-mutex	1.0.1	anacondar_1	conda-forge
adwaita-icon-theme	49.0	unix_0	conda-forge
alsa-lib	1.2.16.1	hb03c661_0	conda-forge
aom	3.14.1	pl5321h039972f_1	conda-forge
at-spi2-atk	2.38.0	h0630a04_3	conda-forge
at-spi2-core	2.40.3	h0630a04_0	conda-forge
atk-1.0	2.38.0	h04ea711_2	conda-forge
autoconf	2.72	pl5321hbb4ee43_1	conda-forge
automake	1.17	pl5321ha770c72_0	conda-forge
aws-c-auth	0.10.4	hb7a77c6_1	conda-forge
aws-c-cal	0.9.14	h2aa3ae6_4	conda-forge
aws-c-common	0.14.2	hb03c661_0	conda-forge
aws-c-compression	0.3.2	h720e601_4	conda-forge
aws-c-http	0.11.0	h38ae05a_4	conda-forge
aws-c-io	0.27.3	h6f4d18d_1	conda-forge
aws-c-s3	0.12.8	h46fcd08_1	conda-forge
aws-c-sdkutils	0.2.7	h720e601_2	conda-forge
aws-checksums	0.2.10	h720e601_4	conda-forge
binutils	2.46.1	default_h4852527_102	conda-forge
binutils_impl_linux-64	2.46.1	default_hfdba357_102	conda-forge
binutils_linux-64	2.46.1	default_h4852527_102	conda-forge
bison	3.8.2	h59595ed_0	conda-forge
blis	2.0	pthreads_h64f13e8_4	conda-forge
blosc	1.21.6	he440d0b_1	conda-forge
bwidget	1.10.1	ha770c72_1	conda-forge
bzip2	1.0.8	hda65f42_9	conda-forge
c-ares	1.34.8	hb03c661_0	conda-forge
c-compiler	1.11.0	h4d9bdce_0	conda-forge
ca-certificates	2026.7.22	hbd8a1cb_0	conda-forge
cairo	1.18.4	he90730b_1	conda-forge
cmake	4.4.1	hc85cc9f_0	conda-forge
compilers	1.11.0	ha770c72_0	conda-forge
cuda-cudart	13.3.29	hecca717_0	conda-forge
cuda-cudart_linux-64	13.3.29	h376f20c_0	conda-forge
cuda-version	13.3	hcbadf70_3	conda-forge
curl	8.21.0	hae6b9f4_2	conda-forge
cxx-compiler	1.11.0	hfcd1e18_0	conda-forge
cyrus-sasl	2.1.28	hac629b4_1	conda-forge
dav1d	1.2.1	hd590300_0	conda-forge
dbus	1.16.2	h24cb091_1	conda-forge
epoxy	1.5.10	hb03c661_2	conda-forge
expat	2.8.1	hecca717_1	conda-forge
fftw	3.3.11	nompi_h3b011a4_100	conda-forge
flex	2.6.4	h58526e2_1004	conda-forge
font-ttf-dejavu-sans-mono	2.37	hab24e00_0	conda-forge
font-ttf-inconsolata	3.000	h77eed37_0	conda-forge
font-ttf-source-code-pro	2.038	h77eed37_0	conda-forge
font-ttf-ubuntu	0.83	h77eed37_3	conda-forge
fontconfig	2.18.2	h27c8c51_0	conda-forge
fonts-conda-ecosystem	1	0	conda-forge
fonts-conda-forge	1	hc364b38_1	conda-forge
fortran-compiler	1.11.0	h9bea470_0	conda-forge
freeglut	3.2.2	h215f996_4	conda-forge
freetype	2.14.3	ha770c72_0	conda-forge
freexl	2.0.0	h9dce30a_2	conda-forge
fribidi	1.0.16	hb03c661_0	conda-forge
gcc	14.3.0	hb7a6aa6_20	conda-forge
gcc_impl_linux-64	14.3.0	h054831b_20	conda-forge
gcc_linux-64	14.3.0	h50e9bb6_28	conda-forge
gdal	3.13.2	np2py314hcb64c48_0	conda-forge
gdk-pixbuf	2.44.7	h2b0a6b4_0	conda-forge
geos	3.14.1	h480dda7_0	conda-forge
gfortran	14.3.0	hd47ba16_20	conda-forge
gfortran_impl_linux-64	14.3.0	hd939ee6_20	conda-forge
gfortran_linux-64	14.3.0	h367af21_28	conda-forge
ghostscript	10.07.1	hecca717_0	conda-forge
giflib	5.2.2	ha257d8a_1	conda-forge
git	2.55.0	pl5321h5685339_1	conda-forge
glib-tools	2.88.2	h8094192_0	conda-forge
glpk	5.0	h445213a_0	conda-forge
gmp	6.3.0	hac33072_2	conda-forge
graphite2	1.3.15	hecca717_0	conda-forge
graphviz	14.1.2	h8b86629_0	conda-forge
gsl	2.7	he838d99_0	conda-forge
gtk3	3.24.52	ha5ea40c_0	conda-forge
gts	0.7.6	h977cf35_4	conda-forge
gxx	14.3.0	hd47ba16_20	conda-forge
gxx_impl_linux-64	14.3.0	h99ea42b_20	conda-forge
gxx_linux-64	14.3.0	h3ba8f88_28	conda-forge
harfbuzz	14.2.1	ha770c72_1	conda-forge
hdf4	4.2.15	h2a13503_7	conda-forge
hdf5	2.1.0	nompi_h654f344_110	conda-forge
hicolor-icon-theme	0.17	ha770c72_3	conda-forge
htslib	1.24	ha79157c_0	bioconda
icu	78.3	h54a6638_2	conda-forge
imagemagick	7.1.2_27	agpl_h9fd05cd_100	conda-forge
imath	3.2.2	hde8ca8f_0	conda-forge
jags	4.3.2	h647a790_1	conda-forge
jasper	4.2.9	h1588d4d_1	conda-forge
json-c	0.18	h6688a6e_0	conda-forge
kernel-headers_linux-64	5.14.0	he073ed8_3	conda-forge
keyutils	1.6.3	hb9d3cd8_0	conda-forge
krb5	1.22.2	hbde042b_1	conda-forge
lcms2	2.19.1	h0c24ade_1	conda-forge
ld_impl_linux-64	2.46.1	default_hbd61a6d_102	conda-forge
lerc	4.2.0	hdb68285_0	conda-forge
libabseil	20260526.0	cxx17_h7b12aa8_1	conda-forge
libaec	1.1.5	h088129d_0	conda-forge
libarchive	3.8.9	gpl_hc2c16d8_100	conda-forge
libavif16	1.4.2	h0ed3d04_3	conda-forge
libblas	3.11.0	8_h91f140b_blis	conda-forge
libbrotlicommon	1.2.0	hb03c661_1	conda-forge
libbrotlidec	1.2.0	hb03c661_1	conda-forge
libbrotlienc	1.2.0	hb03c661_1	conda-forge
libcap	2.78	hd0affe5_0	conda-forge
libcblas	3.11.0	8_h3c44731_blis	conda-forge
libcups	2.3.3	h7a8fb5f_6	conda-forge
libcurl	8.21.0	hae6b9f4_2	conda-forge
libde265	1.1.1	h171cf75_0	conda-forge
libdeflate	1.25	h17f619e_0	conda-forge
libdrm	2.4.127	hb03c661_0	conda-forge
libedit	3.1.20250104	pl5321h7949ede_0	conda-forge
libegl	1.7.0	ha4b6fd6_3	conda-forge
libegl-devel	1.7.0	ha4b6fd6_3	conda-forge
libev	4.33	hd590300_2	conda-forge
libevent	2.1.12	hf998b51_1	conda-forge
libexpat	2.8.1	hecca717_1	conda-forge
libfabric	2.6.0	ha770c72_0	conda-forge
libfabric1	2.6.0	h6b3ec72_0	conda-forge
libffi	3.5.2	h3435931_0	conda-forge
libfreetype	2.14.3	ha770c72_0	conda-forge
libfreetype6	2.14.3	h73754d4_0	conda-forge
libgcc	16.1.0	ha9f2e26_0	conda-forge
libgcc-devel_linux-64	14.3.0	hf649bbc_120	conda-forge
libgcc-ng	16.1.0	h69a702a_0	conda-forge
libgd	2.3.3	h5fbf134_12	conda-forge
libgdal-core	3.13.2	h8fccf12_0	conda-forge
libgfortran	16.1.0	h69a702a_0	conda-forge
libgfortran-ng	16.1.0	h69a702a_0	conda-forge
libgfortran5	16.1.0	h79bb938_0	conda-forge
libgit2	1.9.6	hc20babb_0	conda-forge
libgl	1.7.0	ha4b6fd6_3	conda-forge
libgl-devel	1.7.0	ha4b6fd6_3	conda-forge
libglib	2.88.2	h0d30a3d_0	conda-forge
libglu	9.0.3	h5888daf_1	conda-forge
libglvnd	1.7.0	ha4b6fd6_3	conda-forge
libglx	1.7.0	ha4b6fd6_3	conda-forge
libglx-devel	1.7.0	ha4b6fd6_3	conda-forge
libgomp	16.1.0	he0feb66_0	conda-forge
libharfbuzz	14.2.1	h17a8019_1	conda-forge
libharfbuzz-devel	14.2.1	h17a8019_1	conda-forge
libheif	1.23.1	gpl_h214e2e5_100	conda-forge
libhwloc	2.13.0	default_he001693_1000	conda-forge
libhwy	1.4.0	h3a9caae_0	conda-forge
libiconv	1.18	h3b78370_2	conda-forge
libjpeg-turbo	3.2.0	hb03c661_0	conda-forge
libjxl	0.12.0	h174a0a3_1	conda-forge
libkml	1.3.0	haa4a5bd_1023	conda-forge
liblapack	3.11.0	8_h8876d29_netlib	conda-forge
libltdl	2.4.3a	h5888daf_0	conda-forge
liblzma	5.8.3	hb03c661_0	conda-forge
liblzma-devel	5.8.3	hb03c661_0	conda-forge
libmpdec	4.0.0	hb03c661_1	conda-forge
libnetcdf	4.10.1	nompi_he3e3c8e_201	conda-forge
libnghttp2	1.68.1	h877daf1_0	conda-forge
libnl	3.11.0	hb9d3cd8_0	conda-forge
libnsl	2.0.1	hb9d3cd8_1	conda-forge
libntlm	1.8	hb9d3cd8_0	conda-forge
libopenblas	0.3.34	pthreads_h94d23a6_0	conda-forge
libopengl	1.7.0	ha4b6fd6_3	conda-forge
libpciaccess	0.19	hb03c661_0	conda-forge
libpmix	5.0.8	h31fc519_4	conda-forge
libpng	1.6.58	h421ea60_0	conda-forge
libpq	18.4	hd5a49e9_1	conda-forge
libpsl	0.22.0	h49b2146_1	conda-forge
libraw	0.22.2	h074291d_0	conda-forge
librsvg	2.62.3	h4c96295_0	conda-forge
librttopo	1.1.0	h46dd2a8_20	conda-forge
libsanitizer	14.3.0	h91d2232_20	conda-forge
libsodium	1.0.22	h280c20c_1	conda-forge
libspatialite	5.1.0	gpl_hab3fe16_120	conda-forge
libsqlite	3.53.4	hf4e2dac_0	conda-forge
libssh2	1.11.1	hcf80075_0	conda-forge
libstdcxx	16.1.0	h934c35e_0	conda-forge
libstdcxx-devel_linux-64	14.3.0	h9f08a49_120	conda-forge
libstdcxx-ng	16.1.0	hdf11a46_0	conda-forge
libsystemd0	261.1	h6f4a2f1_0	conda-forge
libtiff	4.7.2	h9d88235_0	conda-forge
libtool	2.5.4	h5888daf_0	conda-forge
libudev1	261.1	h6f4a2f1_0	conda-forge
libudunits2	2.2.28	h40f5838_3	conda-forge
libuuid	2.42.2	h5347b49_0	conda-forge
libuv	1.52.1	h280c20c_0	conda-forge
libwebp-base	1.6.0	hd42ef1d_0	conda-forge
libxcb	1.17.0	h8a09558_0	conda-forge
libxcrypt	4.4.36	hd590300_1	conda-forge
libxkbcommon	1.13.2	hca5e8e5_0	conda-forge
libxml2	2.15.3	h49c6c72_0	conda-forge
libxml2-16	2.15.3	hca6bf5a_0	conda-forge
libxml2-devel	2.15.3	h49c6c72_0	conda-forge
libxslt	1.1.43	h711ed8c_1	conda-forge
libzip	1.11.2	h6991a6a_0	conda-forge
libzlib	1.3.2	h25fd6f3_2	conda-forge
lz4-c	1.10.0	h5888daf_1	conda-forge
lzo	2.10	h280c20c_1002	conda-forge
m4	1.4.21	hb03c661_0	conda-forge
make	4.4.1	hb9d3cd8_2	conda-forge
mariadb-connector-c	3.4.9	ha00c009_0	conda-forge
minizip	4.2.2	hb71707f_0	conda-forge
mpfr	4.2.2	he0a73b1_0	conda-forge
mpi	1.0.1	openmpi	conda-forge
muparser	2.3.5	h5888daf_0	conda-forge
ncurses	6.6	hdb14827_0	conda-forge
ninja	1.13.2	h171cf75_0	conda-forge
nspr	4.38	h29cc59b_0	conda-forge
nss	3.118	h445c969_0	conda-forge
numpy	2.5.1	py314h2b28147_0	conda-forge
openblas	0.3.34	pthreads_h6ec200e_0	conda-forge
openexr	3.4.13	h6de6307_2	conda-forge
openjdk	17.0.18	ha668962_0	conda-forge
openjpeg	2.5.4	h55fea9a_0	conda-forge
openjph	0.31.0	h8d634f6_0	conda-forge
openldap	2.6.13	hbde042b_0	conda-forge
openmpi	5.0.10	h67ed482_1	conda-forge
openssl	3.6.3	h35e630c_0	conda-forge
pango	1.58.0	hda50119_0	conda-forge
pcre2	10.47	haa7fec5_0	conda-forge
perl	5.32.1	7_hd590300_perl5	conda-forge
perl-archive-extract	0.88	pl5321hdfd78af_0	bioconda
perl-b-cow	0.007	pl5321hb9d3cd8_1	conda-forge
perl-base	2.23	pl5321hd8ed1ab_0	conda-forge
perl-business-isbn	3.007	pl5321hd8ed1ab_0	conda-forge
perl-business-isbn-data	20210112.006	pl5321hd8ed1ab_0	conda-forge
perl-carp	1.50	pl5321hd8ed1ab_0	conda-forge
perl-cgi	4.72	pl5321hab16a5f_0	bioconda
perl-clone	0.46	pl5321hb9d3cd8_1	conda-forge
perl-compress-raw-bzip2	2.214	pl5321hda65f42_0	conda-forge
perl-compress-raw-zlib	2.214	pl5321h4dac143_0	conda-forge
perl-constant	1.33	pl5321hd8ed1ab_0	conda-forge
perl-dbi	1.651	pl5321hb03c661_0	conda-forge
perl-encode	3.24	pl5321hb03c661_0	conda-forge
perl-encode-locale	1.05	pl5321hdfd78af_7	bioconda
perl-exporter	5.74	pl5321hd8ed1ab_0	conda-forge
perl-extutils-makemaker	7.70	pl5321hd8ed1ab_0	conda-forge
perl-file-copy-recursive	0.45	pl5321h7b50bb2_5	bioconda
perl-file-path	2.18	pl5321hd8ed1ab_0	conda-forge
perl-file-spec	3.48_01	pl5321hdfd78af_2	bioconda
perl-file-temp	0.2304	pl5321hd8ed1ab_0	conda-forge
perl-html-parser	3.85	pl5321hc52dbad_0	bioconda
perl-html-tagset	3.24	pl5321hdfd78af_0	bioconda
perl-http-date	6.08	pl5321hdfd78af_0	bioconda
perl-http-message	7.04	pl5321hdfd78af_0	bioconda
perl-io-html	1.004	pl5321hdfd78af_0	bioconda
perl-ipc-cmd	1.04	pl5321hdfd78af_1	bioconda
perl-locale-maketext-simple	0.21	pl5321hdfd78af_3	bioconda
perl-lwp-mediatypes	6.04	pl5321hdfd78af_1	bioconda
perl-mime-base64	3.16	pl5321hb9d3cd8_3	conda-forge
perl-module-corelist	5.20260720	pl5321hdfd78af_0	bioconda
perl-module-load	0.34	pl5321hdfd78af_0	bioconda
perl-module-load-conditional	0.74	pl5321hdfd78af_0	bioconda
perl-module-metadata	1.000039	pl5321hdfd78af_0	bioconda
perl-params-check	0.38	pl5321hdfd78af_2	bioconda
perl-parent	0.243	pl5321hd8ed1ab_0	conda-forge
perl-storable	3.15	pl5321hb9d3cd8_2	conda-forge
perl-test-fatal	0.016	pl5321ha770c72_0	conda-forge
perl-test-needs	0.002009	pl5321hd8ed1ab_0	conda-forge
perl-test-nowarnings	1.06	pl5321ha770c72_0	conda-forge
perl-test-warnings	0.031	pl5321ha770c72_0	conda-forge
perl-time-local	1.35	pl5321hdfd78af_0	bioconda
perl-timedate	2.35	pl5321hdfd78af_0	bioconda
perl-try-tiny	0.31	pl5321ha770c72_0	conda-forge
perl-uri	5.35	pl5321ha770c72_0	conda-forge
perl-url-encode	0.03	pl5321h9ee0642_1	bioconda
perl-version	0.9934	pl5321hb03c661_0	conda-forge
perl-xml-namespacesupport	1.12	pl5321hd8ed1ab_0	conda-forge
perl-xml-parser	2.44_01	pl5321hf2e2c51_1004	conda-forge
perl-xml-sax	1.02	pl5321hd8ed1ab_0	conda-forge
perl-xml-sax-base	1.09	pl5321hd8ed1ab_0	conda-forge
perl-xml-sax-expat	0.51	pl5321hd8ed1ab_0	conda-forge
perl-xml-simple	2.25	pl5321hdfd78af_2	bioconda
pip	26.1.2	pyh145f28c_0	conda-forge
pixman	0.46.4	h54a6638_2	conda-forge
pkg-config	0.29.2	h4bc722e_1009	conda-forge
poppler	26.07.0	he594abd_3	conda-forge
poppler-data	0.4.12	hd8ed1ab_0	conda-forge
proj	9.8.1	he0df7b0_0	conda-forge
protobuf	7.35.1	py314h8f612e1_1	conda-forge
pthread-stubs	0.4	hb9d3cd8_1002	conda-forge
python	3.14.6	habeac84_101_cp314	conda-forge
python_abi	3.14	8_cp314	conda-forge
r-base	4.6.1	h502d0c9_1	conda-forge
rav1e	0.8.1	h1fbca29_0	conda-forge
rdma-core	63.0	h192683f_1	conda-forge
readline	8.3	h853b02a_0	conda-forge
rhash	1.4.6	hb9d3cd8_1	conda-forge
rust	1.97.1	h53717f1_0	conda-forge
rust-std-x86_64-unknown-linux-gnu	1.97.1	h2c6d0dc_0	conda-forge
s2n	1.7.5	h7e3ee7f_1	conda-forge
sed	4.10	h19d0853_0	conda-forge
snappy	1.2.2	h03e3b7b_1	conda-forge
sqlite	3.53.4	h04a0ce9_0	conda-forge
svt-av1	4.2.0	hecca717_0	conda-forge
sysroot_linux-64	2.34	h087de78_3	conda-forge
tk	8.6.13	noxft_hd70dff1_3	conda-forge
tktable	2.10	h5a7a40f_8	conda-forge
tzdata	2026c	h151e31d_0	conda-forge
ucc	1.8.0	h2521932_0	conda-forge
ucx	1.20.1	hf72d326_0	conda-forge
udunits2	2.2.28	h40f5838_3	conda-forge
uriparser	0.9.8	hac33072_0	conda-forge
wayland	1.26.0	hd6090a7_0	conda-forge
x265	3.5	h924138e_3	conda-forge
xerces-c	3.3.0	hd9031aa_1	conda-forge
xkeyboard-config	2.48	h280c20c_0	conda-forge
xorg-libice	1.1.2	hb9d3cd8_0	conda-forge
xorg-libsm	1.2.6	he73a12e_0	conda-forge
xorg-libx11	1.8.13	he1eb515_0	conda-forge
xorg-libxau	1.0.12	hb03c661_1	conda-forge
xorg-libxcomposite	0.4.7	hb03c661_0	conda-forge
xorg-libxcursor	1.2.3	hb9d3cd8_0	conda-forge
xorg-libxdamage	1.1.6	hb9d3cd8_0	conda-forge
xorg-libxdmcp	1.1.5	hb03c661_1	conda-forge
xorg-libxext	1.3.7	hb03c661_0	conda-forge
xorg-libxfixes	6.0.2	hb03c661_0	conda-forge
xorg-libxi	1.8.3	hb03c661_0	conda-forge
xorg-libxinerama	1.1.6	hecca717_0	conda-forge
xorg-libxrandr	1.5.5	hb03c661_0	conda-forge
xorg-libxrender	0.9.12	hb9d3cd8_0	conda-forge
xorg-libxscrnsaver	1.2.4	hb9d3cd8_0	conda-forge
xorg-libxt	1.3.1	hb9d3cd8_0	conda-forge
xorg-libxtst	1.2.5	hb9d3cd8_3	conda-forge
xorg-libxxf86vm	1.1.7	hb03c661_0	conda-forge
xorg-xorgproto	2025.1	hb03c661_0	conda-forge
xz	5.8.3	ha02ee65_0	conda-forge
xz-gpl-tools	5.8.3	ha02ee65_0	conda-forge
xz-tools	5.8.3	hb03c661_0	conda-forge
zeromq	4.3.5	h09e67af_11	conda-forge
zlib	1.3.2	h25fd6f3_2	conda-forge
zstd	1.5.7	hb78ec9c_6	conda-forge

Pip packages

Package	Version
GDAL	3.13.2
numpy	2.5.1
pip	26.1.2
protobuf	7.35.1

R packages

Package	Version
a4	1.60.0
a4Base	1.60.0
a4Classif	1.60.0
a4Core	1.60.0
a4Preproc	1.60.0
a4Reporting	1.60.0
ABarray	1.80.0
abdiv	0.2.0
abind	1.4-8
abseqR	1.30.0
ABSSeq	1.66.0
acde	1.42.0
ACE	1.30.0
aCGH	1.90.0
ACME	2.68.0
actuar	3.3-7
ada	2.0-5.1
adabag	5.1
ADaCGH2	2.52.0
ADAM	1.28.0
ADAMgui	1.28.0
ADAPT	1.6.0
adductData	1.28.0
adductomicsR	1.27.0
ade4	1.7-24
ADGofTest	0.3
ADImpute	1.22.0
admisc	0.40
adSplit	1.82.0
adverSCarial	1.10.0
Aerith	1.0.1
AffiXcan	1.30.0
affxparser	1.84.0
affy	1.90.0
affycomp	1.88.0
affyContam	1.70.0
affycoretools	1.84.0
affydata	1.60.0
affyILM	1.64.0
affyio	1.82.0
affylmGUI	1.86.0
affyPLM	1.88.0
AffyRNADegradation	1.58.0
AGDEX	1.60.0
aggregateBioVar	1.22.0
aggregation	1.0.2
agricolae	1.3-7
AICcmodavg	2.3-4
AIMS	1.44.0
airway	1.32.0
aisdk	1.4.12
akima	0.6-3.6
akmbiclust	0.1.0
alabama	2025.1.0
alabaster	1.12.0
alabaster.base	1.12.1
alabaster.bumpy	1.12.0
alabaster.mae	1.12.0
alabaster.matrix	1.12.0
alabaster.ranges	1.12.0
alabaster.sce	1.12.0
alabaster.schemas	1.12.0
alabaster.se	1.12.0
alabaster.sfe	1.4.0
alabaster.spatial	1.12.0
alabaster.string	1.12.0
alabaster.vcf	1.12.0
ALDEx2	1.44.0
AlgDesign	1.2.1.2
ALL	1.54.0
alluvial	0.1-2
amap	0.8-20
AMOUNTAIN	1.38.0
analogue	0.18.1
animation	2.8
annaffy	1.84.0
anndata	0.8.0
annotate	1.90.0
AnnotationDbi	1.74.0
AnnotationFilter	1.36.0
AnnotationForge	1.54.0
AnnotationHub	4.2.2
AnnotationHubData	1.42.0
annotatr	1.38.0
anota	1.60.0
anota2seq	1.34.0
AnVIL	1.24.0
AnVILBase	1.6.0
AnVILGCP	1.6.2
anytime	0.3.13
aod	1.3.3
aods3	0.6
apcluster	1.4.14
ape	5.8-1
apeglm	1.34.0
aplot	0.3.1
archive	1.1.14
argparse	2.3.1
aricode	1.1.0
arm	1.15-3
aroma.affymetrix	3.2.3
aroma.apd	0.7.1
aroma.core	3.3.2
aroma.light	3.42.0
arrangements	1.1.10
arrayhelpers	1.1-2
arrow	25.0.0
arules	1.7.14
ash	1.0-15
ashr	2.2-63
askpass	1.2.1
asmbPLS	1.0.0
ASpli	2.22.0
assertr	3.0.1
assertthat	0.2.1
ASSET	2.30.0
ASSIGN	1.48.0
assorthead	1.6.3
atacInferCnv	1.0.0
ATACseqQC	1.36.1
attempt	0.3.1
AUCell	1.34.0
audio	0.1-12
autothresholdr	1.4.3
aws	2.5-7
awsMethods	1.1-1
babelgene	22.9
backports	1.5.1
ballgown	2.43.0
bambu	3.14.0
bamlss	1.2-5
BAMMtools	2.1.12
bamsignals	1.44.1
Banksy	1.8.1
base	4.6.1
base64	2.0.2
base64enc	0.1-6
base64url	1.4
basecallQC	1.35.0
baseline	1.3-7
basilisk	1.24.0
basilisk.utils	1.24.0
batchelor	1.28.0
BatchJobs	1.10
batchtools	0.9.18
bayesm	3.1-7
BayesSpace	1.22.0
bayestestR	0.18.1
baySeq	2.46.0
BBmisc	1.13.1
bbmle	1.0.25.1
bbotk	1.12.0
bcellViper	1.48.0
bdsmatrix	1.3-7
beachmat	2.28.0
beanplot	1.3.1
BEDASSLE	1.6.1
BEDMatrix	2.0.4
beepr	2.0
beer	1.15.1
beeswarm	0.4.0
bench	1.1.4
benchmarkme	1.0.8
benchmarkmeData	2.0.0
bestNormalize	1.9.2
bezier	1.1.2
BgeeDB	2.38.1
BH	1.90.0-1
BiasedUrn	2.0.12
bibtex	0.5.2
BicARE	1.70.0
biganalytics	1.1.22
bigassertr	0.2.0
biglm	0.9-3
bigmemory	4.6.6
bigmemory.sri	0.1.8
bigparallelr	0.3.2
bigstatsr	1.6.2
billboarder	0.5.1
binom	1.1-2
Biobase	2.72.0
biobroom	1.43.0
BioCartaImage	1.10.0
BiocBaseUtils	1.14.2
BiocCheck	1.48.1
BiocFileCache	3.2.0
BiocGenerics	0.58.1
BiocIO	1.22.0
biocmake	1.4.0
BiocManager	1.30.27
BiocNeighbors	2.6.0
BiocParallel	1.46.0
BiocSet	1.25.0
BiocSingular	1.28.0
BiocStyle	2.40.0
BiocVersion	3.23.1
biocViews	1.80.0
BiocWorkflowTools	1.38.0
bioDist	1.84.0
BioGA	1.6.0
biomaRt	2.68.0
biomartr	1.0.7
biomformat	1.40.0
BioNet	1.72.0
bioseq	0.1.5
Biostrings	2.80.1
biotmle	1.36.1
biovizBase	1.60.0
bit	4.6.0
bit64	4.8.2
bitops	1.1-0
bladderbatch	1.50.0
BlandAltmanLeh	0.3.1
blme	1.0-7
blob	1.3.0
blockmodeling	1.1.8
bluster	1.22.0
BMA	3.18.21
bmp	0.3.1
bnbc	1.34.0
bnlearn	5.2.1
bookdown	0.47
BoolNet	2.1.9
boot	1.3-32
bootstrap	2019.6
Boruta	10.0.0
BoutrosLab.plotting.general	7.1.5
bread	0.4.1
breastCancerVDX	1.50.0
brew	1.0-10
brglm	0.7.3
BridgeDbR	2.22.0
brio	1.1.5
BRISC	1.0.6
broom	1.0.13
broom.mixed	0.2.9.7
BrowserViz	2.34.0
bs4Dash	2.3.5
BSDA	1.2.2
BSgenome	1.80.0
BSgenome.Celegans.UCSC.ce2	1.4.0
BSgenome.Drerio.UCSC.danRer7	1.4.0
BSgenome.Hsapiens.1000genomes.hs37d5	0.99.1
BSgenome.Hsapiens.UCSC.hg18	1.3.1000
BSgenome.Hsapiens.UCSC.hg19	1.4.3
BSgenome.Hsapiens.UCSC.hg38	1.4.5
BSgenome.Mmusculus.UCSC.mm10	1.4.3
BSgenome.Mmusculus.UCSC.mm9	1.4.0
bsicons	0.1.2
bslib	0.11.0
bsplus	0.1.5
bsseq	1.48.0
bst	0.3-24
BulkSignalR	1.4.0
bumphunter	1.54.0
BumpyMatrix	1.20.0
butcher	0.4.0
BWStest	0.2.3
C50	0.2.0
ca	0.71.1
cachem	1.1.0
Cairo	1.7-0
calibrate	1.7.7
callr	3.8.0
CAMERA	1.68.0
capushe	1.1.3
car	3.1-5
carData	3.0-6
CARDspa	1.4.0
caret	7.0-1
caretEnsemble	4.0.2
CARNIVAL	2.22.0
CATALYST	1.36.0
Category	2.78.0
CatEncoders	0.1.1
caTools	1.18.4
CatsCradle	1.6.1
cBioPortalData	2.24.0
CBNplot	1.12.0
ccaPP	0.3.6
ccfindR	1.32.0
ccTensor	1.0.3
CDFt	1.2
celda	1.28.0
celestial	1.5.8
celldex	1.22.0
CellNOptR	1.58.0
cellranger	1.1.0
Cepo	1.18.0
CGHbase	1.72.0
CGHcall	2.74.0
CGHregions	1.70.0
ChAMPdata	2.44.0
changepoint	2.3
changepoint.np	1.0.5
checkmate	2.3.4
chemometrics	1.4.4
CHETAH	1.28.0
chimeraviz	1.38.0
ChIPpeakAnno	3.46.0
ChIPseeker	1.48.0
chipseq	1.62.0
Chromatograms	1.2.0
chromhmmData	0.99.2
chron	2.3-63
CHRONOS	1.40.0
cigarillo	1.2.1
circlize	0.4.18
CircSeqAlignTk	1.14.0
CircStats	0.2-7
circular	0.5-2
Ckmeans.1d.dp	4.3.6
class	7.3-23
ClassifyR	3.16.0
classInt	0.4-11
cleanUpdTSeq	1.50.0
cleaver	1.50.0
clevr	0.1.2
cli	3.6.6
clipr	0.8.1
clisymbols	1.2.0
clock	0.7.4
clue	0.3-68
cluster	2.1.8.3
clusterCrit	1.3.0
clusterExperiment	2.32.0
clusterGeneration	1.3.8
clusterProfiler	4.20.0
ClusterR	1.3.6
clusterRepro	0.9
clustree	0.5.1
clustSIGNAL	1.4.0
clustvarsel	2.3.5
clValid	0.7
cMAP	1.15.1
cmdfun	1.0.2
cmprsk	2.2-12
cn.mops	1.58.0
CNORode	1.54.0
CNVrd2	1.50.0
cobs	1.3-9-1
coda	0.19-4.1
CodeDepends	0.6.7
codetools	0.2-20
CODEX	1.44.0
coin	1.4-5
cola	2.18.0
collapse	2.1.7
collections	0.3.12
colorRamps	2.3.4
colorspace	2.1-3
colourpicker	1.3.0
colourvalues	0.3.11
combinat	0.0-8
common	1.1.5
commonmark	2.0.0
compareGroups	4.10.2
compiler	4.6.1
ComplexHeatmap	2.28.0
ComplexUpset	1.3.3
compositions	2.0-9
CompQuadForm	1.4.4
concaveman	1.2.0
concordexR	1.12.0
condformat	0.11.0
conf.design	2.0.0
CONFESS	1.40.0
config	0.3.2
configr	0.3.5
confintr	1.0.2
conflicted	1.2.0
conicfit	1.0.4
ConsensusClusterPlus	1.76.0
consensusOV	1.34.0
consensusSeekeR	1.40.0
ConsRank	3.0
contrast	0.24.2
convert	1.88.0
coop	0.6-3
copula	1.1-7
CoreGx	2.16.0
coro	1.1.0
corpcor	1.6.10
corrplot	0.95
corrr	0.4.5
coseq	1.36.0
cosmosR	1.20.0
countrycode	1.8.0
cowplot	1.2.0
coxme	2.2-22
coxrobust	1.0.2
cplm	0.7-12.1
cpp11	0.5.5
cqn	1.58.0
cramer	0.9-4
crayon	1.5.3
credentials	2.0.3
crew	1.3.2
CRImage	1.60.0
CRISPRseek	1.52.0
crlmm	1.70.0
crmn	0.0.21
crochet	2.3.0
crosstalk	1.2.2
crs	0.15-45
crul	1.6.0
csaw	1.46.0
CSOA	1.2.0
ctc	1.86.0
CTSV	1.14.0
cubature	2.1.4-1
Cubist	0.6.0
curl	7.1.0
cvar	0.6
cvAUC	1.1.4
cvms	2.0.1
cvTools	0.3.3
cytolib	2.24.0
cytomapper	1.24.0
CytoMDS	1.8.0
CytoPipeline	1.12.0
cytoviewer	1.12.0
dada2	1.40.0
DaMiRseq	2.24.0
DAPAR	1.44.0
DAPARdata	1.42.0
dashboardthemes	1.1.6
data.table	1.18.4
data.tree	1.2.0
datamods	1.5.3
datasets	4.6.1
DataVisualizations	1.4.0
datawizard	1.3.1
DBI	1.3.0
dbplyr	2.6.0
dbscan	1.2.5
dcanr	1.28.0
DDRTree	0.1.6
deadwood	0.9.0-3
DECIPHER	3.8.0
decompTumor2Sig	2.28.1
decontam	1.32.0
DeconvoBuddies	1.4.0
decoupleR	2.17.0
DeepPINCS	1.20.0
deepSNV	1.58.0
DEFormats	1.40.0
DEGreport	1.48.0
DelayedArray	0.38.2
DelayedDataFrame	1.28.0
DelayedMatrixStats	1.34.0
deldir	2.0-4
dendextend	1.19.1
dendsort	0.3.4
DenoIST	1.0.0
densEstBayes	1.0-2.2
DEoptim	2.2-8
DEoptimR	1.2-0
DepecheR	1.28.0
depmap	1.26.0
DEqMS	1.30.0
derfinder	1.46.0
derfinderHelper	1.46.0
Deriv	4.3.0
desc	1.4.3
DescTools	0.99.60
DESeq2	1.52.0
deSolve	1.42
DESpace	2.4.0
devEMF	4.6
devtools	2.5.2
DEXSeq	1.58.0
DGEobj	1.1.2
DGEobj.utils	1.0.6
dgof	1.5.1
diagram	1.6.5
DiagrammeR	1.0.12
DiceKriging	1.6.1
diceR	3.1.0
dichromat	2.0-1
DiffBind	3.22.2
diffcyt	1.32.1
diffobj	0.3.8
digest	0.6.39
diptest	0.77-2
dir.expiry	1.20.0
directlabels	2026.4.23
directPA	1.5.1
DirichletMultinomial	1.54.0
DirichletReg	0.7-2
dirmult	0.1.3-5
DiscoRhythm	1.28.0
distances	0.1.13
distillery	1.2-2
distr	2.9.7
distributional	0.8.1
distributions3	0.2.4
dittoSeq	1.24.0
dml	1.1.0
DNABarcodeCompatibility	1.28.0
DNABarcodes	1.42.0
DNAcopy	1.86.0
DNAshapeR	1.40.0
DNEA	1.2.0
doBy	4.7.2
docopt	0.7.2
DoE.base	1.2-5
doFuture	1.2.2
doMC	1.3.8
doParallel	1.0.17
doRNG	1.8.6.3
dorothea	1.23.0
DOSE	4.6.0
doSNOW	1.0.20
dotCall64	1.2
DOtools	1.2.0
DOTSeq	1.0.0
doubletrouble	1.12.0
downlit	0.4.5
downloader	0.4.1
dplyr	1.2.1
dqrng	0.4.1
drat	0.2.5
drawer	0.2.0.1
drc	3.0-1
dreamlet	1.10.0
DrImpute	1.0
DropletUtils	1.32.0
drtmle	1.1.2
DSS	2.60.0
DT	0.34.0
DTA	2.58.0
dtplyr	1.3.3
dtt	0.1-2.1
dtw	1.23-3
Dune	1.24.0
dunn.test	1.4.1
dynamicTreeCut	1.63-1
DynDoc	1.90.0
e1071	1.7-17
easier	1.18.0
easierData	1.18.0
easy.utils	0.1.0
easyPubMed	3.1.6
easyRNASeq	2.48.0
EBarrays	2.76.0
EBcoexpress	1.56.0
EBImage	4.54.0
EBSeq	2.10.0
echarts4r	0.5.0
ecodist	2.1.3
ecodive	2.2.6
ecp	3.1.6
EDASeq	2.46.0
edge	2.44.0
edgeR	4.10.1
edlibR	1.0.3
eds	1.14.0
effectsize	1.0.3
effsize	0.8.1
egg	0.4.5
EGSEA	1.40.0
EGSEAdata	1.40.0
elasticnet	1.3
elitism	1.1.1
ellipse	0.5.0
ellipsis	0.3.3
ellmer	0.4.2
ELMER.data	2.36.0
elsa	1.1-28
ELViS	1.4.0
emdbook	1.3.14
emdist	0.3-3
EMDomics	2.42.0
emmeans	2.0.4
EmpiricalBrownsMethod	1.40.0
energy	1.7-12
english	1.2-6
EnhancedVolcano	1.30.0
enhancerHomologSearch	1.18.0
EnMCB	1.24.0
EnrichedHeatmap	1.42.0
enrichit	0.2.0
EnrichmentBrowser	2.42.0
enrichplot	1.32.0
enrichR	3.4
enrichViewNet	1.10.0
EnsDb.Hsapiens.v75	2.99.0
EnsDb.Hsapiens.v79	2.99.0
EnsDb.Hsapiens.v86	2.99.0
EnsDb.Mmusculus.v79	2.99.0
ensembldb	2.36.1
entropy	1.3.2
enviGCMS	0.8.0
enviPat	2.8
EnvStats	3.1.0
epialleleR	1.20.0
EpiDISH	2.28.0
epigraHMM	1.20.2
EpiMix	1.14.0
EpiMix.data	1.14.0
epimutacions	1.16.0
epimutacionsData	1.16.0
epiNEM	1.36.0
epiregulon	2.2.0
epistasisGA	1.14.0
EpiTxDb	1.24.0
epivizr	2.42.0
epivizrData	1.40.0
epivizrServer	1.40.0
epivizrStandalone	1.40.0
esATAC	1.34.0
escape	2.8.0
escheR	1.12.0
estimability	2.0.0
etrunct	0.1
eulerr	8.1.0
europepmc	0.4.3
eva	0.2.7
evaluate	1.0.5
evd	2.3-7.1
EventPointer	3.20.0
evmix	2.12
EWCE	1.20.0
ewceData	1.20.0
Exact	3.3
exactRankTests	0.8-37
excelR	0.4.0
ExperimentHub	3.2.0
ExperimentHubData	1.38.0
ExperimentSubset	1.22.0
expint	0.2-1
expm	1.0-0
extraChIPs	1.16.2
extraDistr	1.10.0.5
extRemes	2.2-1
fabia	2.58.0
fabR	2.1.1
fabricatr	1.0.2
factoextra	2.2.0
FactoMineR	2.16
FamAgg	1.40.0
fANCOVA	0.6-1
fansi	1.0.7
farver	2.1.2
fastcluster	1.3.0
fastDummies	1.7.6
fastICA	1.2-7
fastmap	1.2.0
fastmatch	1.1-8
fastmatrix	0.6-6
FastqCleaner	1.30.0
fastRanges	1.0.0
fastreeR	2.2.0
fastseg	1.58.0
fBasics	4052.98
fCCAC	1.38.0
fCI	1.42.0
fclust	2.1.3
FCPS	1.4.0
fda	6.3.0
FDb.InfiniumMethylation.hg19	2.2.0
fdrame	1.84.0
fdrtool	1.2.18
fds	1.9
FEAST	1.20.0
feature	1.2.16
fenr	1.10.2
ff	4.5.3
fftw	1.0-9
fftwtools	0.9-11
fGarch	4052.93
FGNet	3.46.0
fgsea	1.38.0
fields	17.3
filelock	1.0.3
filematrix	1.3
findpython	1.0.9
fingerprint	3.5.10
FIs	1.40.0
FISHalyseR	1.46.0
fission	1.32.0
fit.models	0.64
fitdistrplus	1.2-6
FitHiC	1.38.0
flagme	1.68.0
FLAMES	2.6.0
flashClust	1.1-4
flatxml	0.1.1
flexclust	1.5.0
flexdashboard	0.6.3
flexmix	2.3-20
FlexParamCurve	1.5-8
flextable	0.10.0
float	0.3-3
flock	0.7
flowAI	1.42.0
flowBin	1.48.0
flowcatchR	1.46.0
flowCHIC	1.46.0
flowClust	3.50.0
flowCore	2.24.0
flowCut	1.22.0
flowDensity	1.46.0
flowFP	1.70.0
flowMatch	1.48.0
flowMeans	1.72.0
flowMerge	2.60.0
flowPeaks	1.58.0
FlowSOM	2.20.0
FlowSorted.Blood.450k	1.50.0
flowStats	4.24.0
flowTrans	1.64.0
flowViz	1.76.0
flowVS	1.44.0
flowWorkspace	4.24.0
fmrs	1.22.0
fmsb	0.7.6
FMStable	0.1-4
FNN	1.1.4.1
fobitools	1.20.0
fontawesome	0.5.3
fontBitstreamVera	0.1.1
fontLiberation	0.1.0
fontquiver	0.2.1
forcats	1.0.1
foreach	1.5.2
forecast	9.0.2
foreign	0.8-91
formatR	1.14
formattable	0.2.1
Formula	1.2-5
formula.tools	1.7.1
fpc	2.2-14
fracdiff	1.5-4
FRASER	2.8.0
fresh	0.2.2
FrF2	2.3-5
FRGEpistasis	1.48.0
fru	0.0.7
fs	2.1.0
FSA	0.10.1
FSelector	0.34
fst	0.9.8
fstcore	0.10.0
funOmics	1.6.0
furrr	0.4.0
FuseSOM	1.14.0
futile.logger	1.4.9
futile.options	1.0.1
future	1.75.0
future.apply	1.20.2
fuzzyjoin	0.1.8
G4SNVHunter	1.4.0
gage	2.62.0
gam	1.22-7
gamlss	5.5-0
gamlss.data	6.0-7
gamlss.dist	6.1-1
gamm4	0.2-7
gap	1.15.2
gap.datasets	0.0.6
garfield	1.40.0
gargle	1.6.1
GARS	1.32.0
GateFinder	1.32.0
gatom	1.10.2
gbm	2.3.1
GBScleanR	2.6.1
gbutils	0.5.1
gclus	1.3.3
GCPtools	1.2.1
gcrma	2.84.0
gcspikelite	1.50.0
gdata	3.0.1
gDR	1.10.0
gDRcore	1.10.0
gDRimport	1.10.0
gDRstyle	1.10.0
gDRutils	1.10.0
GDSArray	1.32.0
gdsfmt	1.48.2
gdtools	0.5.1
GeDi	1.7.1
geeM	0.10.1
geepack	1.3.13
geigen	2.4
genalg	0.2.1
genefilter	1.94.0
genefu	2.44.0
genekitr	1.2.8
geneLenDataBase	1.48.0
GeneMeta	1.84.0
GeneNet	1.2.17
GeneNetworkBuilder	1.54.0
geneplotter	1.90.0
generics	0.1.4
geneRxCluster	1.48.0
GeneSelectMMD	2.56.0
geneset	0.2.8
GENESIS	2.42.0
genetics	1.3.8.1.3
GeneticsPed	1.74.0
GENIE3	1.34.0
genieclust	1.3.0
genio	1.1.2
genlasso	1.6.1
GENLIB	1.1.10
genomation	1.44.0
GenomeInfoDb	1.48.0
GenomeInfoDbData	1.2.15
genomeIntervals	1.68.0
GenomicAlignments	1.48.0
GenomicDataCommons	1.36.0
GenomicFeatures	1.64.0
GenomicFiles	1.48.0
GenomicInteractions	1.46.0
GenomicRanges	1.64.0
GenomicScores	2.24.0
GenomicTuples	1.46.0
GenProSeq	1.16.0
GeoDiff	1.18.0
geomeTriD	1.6.0
geometries	0.2.5
geometry	0.5.2
GeomxTools	3.16.0
GEOquery	2.80.0
geosphere	1.6-8
gert	2.4.0
GetoptLong	1.1.1
GFA	1.0.5
ggalluvial	0.12.6
GGally	2.4.0
gganimate	1.0.11
ggbeeswarm	0.7.3
ggbio	1.60.0
ggcorrplot	0.3.0
ggcyto	1.40.0
ggdendro	0.2.0
ggdensity	1.0.1
ggdist	3.3.3
ggeasy	0.1.6
ggExtra	0.11.0
ggfittext	0.10.4
ggforce	0.5.0
ggformula	1.0.1
ggfortify	0.4.19
ggfun	0.2.1
ggh4x	0.3.1
ggiraph	0.9.6
ggiraphExtra	0.3.0
ggkegg	1.10.0
ggm	2.5.2
ggnetwork	0.5.14
ggnewscale	0.5.2
GGPA	1.24.0
ggplot2	4.0.3
ggplotify	0.1.3
ggpmisc	1.0.0
ggpointdensity	0.2.1
ggpp	0.6.1
ggprism	1.0.7
ggpubr	1.0.0
ggraph	2.2.2
ggrastr	1.0.2
ggrepel	0.9.8
ggridges	0.5.7
ggsc	1.10.1
ggsci	5.2.0
ggseqlogo	0.2.2
ggside	0.4.1
ggsignif	0.6.4
ggspavis	1.18.1
ggstar	1.0.6
ggstats	0.13.0
ggtangle	0.1.2
ggtext	0.1.2
ggthemes	5.2.0
ggtree	4.2.0
ggtreeExtra	1.22.1
ggtreeSpace	1.8.0
ggupset	0.4.1
ggvenn	0.1.19
ggvis	0.4.10
ggwordcloud	0.6.2
gh	1.6.1
gINTomics	1.8.0
git2r	0.36.2
gitcreds	0.1.2
GLAD	2.76.0
GladiaTOX	1.28.0
glasso	1.11
glassoFast	1.0.1
gld	2.6.8
Glimma	2.22.1
glm2	1.2.1
glmGamPoi	1.24.0
glmmTMB	1.1.14
glmnet	5.0
glmnetUtils	1.1.9
glmpca	0.2.0
GlobalAncova	4.30.0
GlobalOptions	0.1.4
globals	0.19.1
globaltest	5.66.0
GloScope	2.2.0
glue	1.8.1
gmapR	1.54.0
GmicR	1.26.0
gmm	1.9-1
gmodels	2.19.1
gmp	0.7-5.1
GNET2	1.27.0
gnm	1.1-5
GNOSIS	1.10.0
GO.db	3.23.1
goat	1.1.5
goatea	2.0.0
goftest	1.2-3
golem	1.0.1
googledrive	2.1.2
googlesheets4	1.1.2
googleVis	0.7.3
GOpro	1.38.0
GOSemSim	2.38.3
goseq	1.64.0
GOstats	2.78.0
gower	1.0.2
GPA	1.24.0
GPArotation	2026.7-1
gplots	3.3.0
gprofiler2	0.2.4
GrafGen	1.8.0
gRain	1.4.6
graper	1.28.0
graph	1.90.0
GraphAlignment	1.76.0
graphics	4.6.1
graphite	1.58.0
graphlayouts	1.2.5
gRbase	2.0.3
grDevices	4.6.1
GRENITS	1.64.0
GreyListChIP	1.44.0
grid	4.6.1
gridBase	0.4-7
gridExtra	2.3.1
gridGraphics	0.5-1
gridSVG	1.7-7
gridtext	0.1.6
grImport	0.9-7
groHMM	1.46.0
groupdata2	2.0.5
grpreg	3.6.0
GSA	1.03.3
GSABenchmark	1.0.0
gscreend	1.26.0
GSEABase	1.74.0
GSEAmining	1.22.0
gsean	1.32.0
gsl	2.1-9
gson	0.2.0
GSReg	1.46.0
gss	2.2-10
gstat	2.1-6
gsubfn	0.7
GSVA	2.6.5
GSVAdata	1.48.1
gtable	0.3.6
gtools	3.9.5
gtrellis	1.44.0
gVenn	1.1.1
Gviz	1.56.0
gwascat	2.44.0
GWASExactHW	1.2
GWASTools	1.58.0
gwasurvivr	1.30.0
gypsum	1.8.0
h2o	3.44.0.3
h5mread	1.4.0
h5vc	2.46.0
h5vcData	2.32.0
hammers	1.0.0
hapFabia	1.54.0
hardhat	1.4.3
HardyWeinberg	1.7.9
harmonicmeanp	3.0.1
harmony	2.0.5
hash	2.2.6.4
haven	2.5.5
HDF5Array	1.40.0
HDInterval	0.2.4
hdrcde	3.5.0
HDTD	1.46.0
heatmap3	1.1.9
heatmaply	1.6.0
heatmaps	1.36.0
Heatplus	3.20.0
HelloRanges	1.38.0
HEM	1.84.0
henna	0.8.5
here	1.0.2
HERON	1.10.0
hexbin	1.28.6
hexDensity	1.4.10
HGC	1.20.0
HGNChelper	0.8.15
hgu133a.db	3.13.0
hgu133plus2.db	3.13.0
hgu95av2.db	3.13.0
HIBAG	1.48.1
HiCcompare	1.34.0
HiCDCPlus	1.20.0
HiCDOC	1.14.0
HiCExperiment	1.12.0
HiCParser	1.4.0
HiCPotts	1.2.0
hicVennDiagram	1.10.0
HiddenMarkov	1.8-14
highcharter	0.9.5
HighFive	3.3.0
highr	0.12
HilbertCurve	2.6.0
HilbertVis	1.70.0
HiLDA	1.26.0
hipathia	3.12.0
HIREewas	1.30.0
HistoImagePlot	1.0.0
hitandrun	0.5-6
HiveR	0.4.0
Hmisc	5.2-6
HMM	1.0.2
HMMcopy	1.54.0
hms	1.1.4
Homo.sapiens	1.3.1
homologene	1.4.68.19.3.27
hoodscanR	1.10.0
hopach	2.72.0
hpar	1.54.0
HSMMSingleCell	1.32.0
htmlTable	2.5.0
htmltools	0.5.9
HTMLUtils	0.1.9
htmlwidgets	1.6.4
HTqPCR	1.66.0
HTSCluster	2.0.11
HTSFilter	1.52.0
httpcode	0.3.0
httpuv	1.6.17
httr	1.4.8
httr2	1.3.0
huge	2.0.0
hummingbird	1.22.0
hunspell	3.0.6
HVP	1.2.0
hwriter	1.3.2.1
HybridExpress	1.8.0
HybridMTest	1.56.0
hypeR	2.10.0
hyperdraw	1.64.0
hypergraph	1.84.0
iASeq	1.56.0
iasva	1.30.0
Ibex	1.2.0
ibh	1.60.0
iBMQ	1.52.0
iC10	2.0.2
iC10TrainingData	2.0.1
ica	1.0-3
iCARE	1.40.0
Icens	1.84.0
icetea	1.30.0
iCheck	1.42.0
iChip	1.66.0
iCNV	1.32.0
iCOBRA	1.40.0
ICS	1.4-2
ICSNP	1.1-3
ideal	2.6.0
IdeoViz	1.48.0
idiogram	1.88.0
IDPmisc	1.1.21
idpr	1.22.0
idr	1.3
idr2d	1.26.0
ids	1.0.1
ieugwasr	1.1.0
igblastr	1.2.17
iGC	1.42.0
IgGeneUsage	1.26.0
igraph	2.3.3
igvR	1.32.0
igvShiny	1.8.3
IHW	1.40.0
ijtiff	3.2.0
IlluminaHumanMethylation450kanno.ilmn12.hg19	0.6.1
IlluminaHumanMethylation450kmanifest	0.4.0
IlluminaHumanMethylationEPICanno.ilm10b2.hg19	0.6.0
IlluminaHumanMethylationEPICanno.ilm10b4.hg19	0.6.0
IlluminaHumanMethylationEPICmanifest	0.3.0
IlluminaHumanMethylationEPICv2anno.20a1.hg38	1.0.1
IlluminaHumanMethylationEPICv2manifest	1.0.1
illuminaio	0.54.0
ILoReg	1.22.0
ImageArray	1.0.0
imageFeatureTCGA	1.0.0
imager	1.0.8
imageTCGA	1.4.0
imageTCGAutils	1.0.0
imcRtools	1.18.1
IMMAN	1.32.0
immApex	1.6.0
immLynx	1.0.0
immReferent	1.0.0
immunoClust	1.44.0
immunogenViewer	1.6.0
immunotation	1.20.0
iModMix	1.2.0
iModMixData	1.2.0
IMPCdata	1.48.0
impute	1.86.0
imputeLCMD	2.1
inaparc	1.2.1
INDEED	2.26.0
ineq	0.2-13
iNETgrate	1.10.0
iNEXT	3.0.2
infercnv	1.28.0
infinityFlow	1.22.0
inflection	1.3.7
Informeasure	1.22.0
infotheo	1.2.0.1
ini	0.3.1
inline	0.3.21
INPower	1.48.0
insight	1.5.2
INSPEcT	1.42.0
instantiate	0.2.3
INTACT	1.12.0
InTAD	1.32.0
intansv	1.52.0
interacCircos	1.22.0
InteractionSet	1.40.0
InteractiveComplexHeatmap	1.20.0
InterCellar	2.18.0
IntEREst	1.36.0
intergraph	2.0-4
interp	1.1-6
intervals	0.15.5
IntramiRExploreR	1.34.0
intrinsicDimension	1.2.0
inum	1.0-5
InvariantCausalPrediction	0.8
invgamma	1.2
IONiseR	2.35.0
iPath	1.18.0
ipdDb	1.30.0
IPO	1.38.0
ipred	0.9-15
IRanges	2.46.0
IRdisplay	1.1
IRkernel	1.3.2
irlba	2.3.7
irr	0.85
isa2	0.3.6
ISAnalytics	1.22.0
iscream	1.2.0
iSEE	2.24.0
iSEEde	1.10.0
iSEEfier	1.8.0
iSEEhex	1.14.0
iSEEhub	1.14.0
iSEEindex	1.10.0
iSEEpathways	1.10.0
iSEEtree	1.6.0
iSEEu	1.24.0
iSeq	1.64.0
ISLET	1.14.0
islify	1.4.0
isoband	0.3.0
isobar	1.58.0
IsoBayes	1.10.1
ISOcodes	2026.03.28
IsoCorrectoR	1.30.0
IsoCorrectoRGUI	1.28.0
IsoformSwitchAnalyzeR	2.12.0
ISoLDE	1.40.0
isomiRs	1.40.0
isotree	0.6.1-5
isva	1.10
ITALICS	2.72.0
ITALICSData	2.50.0
iterativeBMA	1.70.0
iterativeBMAsurv	1.70.0
iterators	1.0.14
itertools	0.1-3
IVAS	2.32.0
ivygapSE	1.34.0
IWTomics	1.36.0
jaccard	0.1.2
JADE	2.0-4
janeaustenr	1.0.0
janitor	2.2.1
JASPAR2018	1.1.1
JASPAR2024	0.99.7
jazzPanda	1.4.0
jomo	2.7-6
jpeg	0.1-11
jquerylib	0.1.4
jsonlite	2.0.0
jsonvalidate	1.5.0
jvecfor	1.0.0
kableExtra	1.4.1
karyoploteR	1.38.0
katdetectr	1.14.0
KBoost	1.20.0
KCsmart	2.70.0
kebabs	1.46.0
KEGGdzPathwaysGEO	1.50.0
KEGGgraph	1.72.0
KEGGlincs	1.38.0
keggorthology	2.64.0
KEGGREST	1.52.2
Kendall	2.2.2
keras	2.16.1
KernelKnn	1.1.6
kernelshap	0.9.1
kernlab	0.9-33
KernSmooth	2.23-26
kerntools	1.2.1
keyring	1.4.1
keys	0.1.1
kinship2	1.9.6.2
KinSwingR	1.30.0
kissDE	1.32.0
kknn	1.4.1
klaR	1.7-4
kmcut	1.6.0
kmer	1.1.3
knitr	1.51
knitrBootstrap	1.0.4
KnowSeq	1.25.0
knowYourCG	1.8.0
KOdata	1.38.0
koinar	1.6.0
koRpus	0.13-9
koRpus.lang.en	0.1-4
kpeaks	1.1.0
kriging	1.2
ks	1.15.2
kSamples	1.2-12
labeling	0.4.3
labelled	2.16.0
LACE	2.16.0
LACHESIS	1.0.0
laeken	0.5.3
lambda.r	1.2.4
LambertW	0.6.9-2
lamW	2.2.7
LaplacesDemon	16.1.8
lars	1.3
later	1.4.8
latex2exp	0.9.8
lattice	0.22-9
latticeExtra	0.6-31
lava	1.9.2
lavaan	0.7-2
lazyeval	0.2.3
LBE	1.80.0
lcmsPlot	1.0.0
ldblock	1.42.0
LEA	3.24.0
leaflet	2.2.3
leaflet.providers	3.0.0
leapR	1.0.0
leaps	3.2
LearnBayes	2.15.2
learnr	0.11.6
LedPred	1.46.0
lefser	1.22.0
leidenAlg	1.1.8
leidenbase	0.1.37
lemur	1.9.0
les	1.62.0
levi	1.30.0
lexicon	1.2.1
lfa	2.12.0
lfda	1.1.3
lgr	0.5.2
Lheuristic	1.4.0
lhs	1.3.0
libcoin	1.0-13
LiblineaR	2.10-24
lifecycle	1.0.5
lime	0.5.4
limma	3.68.4
limmaGUI	1.88.0
limpa	1.4.0
limpca	1.8.0
LimROTS	1.4.0
limSolve	2.0.3
lineagespot	1.16.0
LinkHD	1.26.0
Linnorm	2.36.0
linprog	0.9-6
lintr	3.4.0
lionessR	1.26.0
lipidr	2.26.0
LipidTrend	1.2.0
LiquidAssociation	1.66.0
lisaClust	1.20.0
listenv	1.0.0
LISTO	0.8.1
listviewer	4.0.0
litedown	0.10
liver	1.29
lmdme	1.54.0
lme4	2.0-6
lmerTest	3.2-1
lmom	3.3
Lmoments	1.3-2
lmtest	0.9-40
lncRna	1.0.0
LOBSTAHS	1.38.0
lobstr	1.2.1
locfdr	1.1-8
locfit	1.5-9.12
loci2path	1.32.0
logger	0.4.2
logging	0.10-111
logicFS	2.32.0
LogicReg	1.6.6
logistf	1.26.1
logitnorm	0.8.39
logNormReg	0.5-0
logr	1.3.9
lokern	1.1-12
LOLA	1.42.0
longitudinal	1.1.13
loo	2.10.1
looking4clusters	1.2.0
LoomExperiment	1.30.0
LPE	1.86.0
lpNet	2.44.0
lpSolve	5.6.23
lpSolveAPI	5.5.2.0-17.15
lpsymphony	1.40.0
LRBaseDbi	2.22.0
LRcell	1.20.0
LRDE	0.99.6
lsa	0.73.4
LSD	4.1-0
lsr	1.0.0
lubridate	1.9.5
lumi	2.64.0
LungCancerACvsSCCGEO	1.48.0
lwgeom	0.2-17
LymphoSeq	1.40.0
LymphoSeqDB	0.99.2
M3C	1.34.0
M3Drop	1.38.0
m6Aboost	1.18.0
Maaslin2	1.26.0
maaslin3	1.4.0
Macarron	1.16.0
maCorrPlot	1.82.0
MACSQuantifyR	1.26.0
MACSr	1.20.0
made4	1.86.0
maftools	2.28.0
MAGAR	1.20.0
magic	1.6-1
magicaxis	2.5.1
magick	2.9.1
magpie	1.12.0
magrene	1.14.0
magrittr	2.0.5
MAI	1.18.0
MAIT	1.46.0
makecdfenv	1.88.0
MALDIquant	1.22.3
MANOR	1.84.0
MantelCorr	1.82.0
mapplots	1.5.3
mapproj	1.2.12
maPredictDSC	1.50.0
maps	3.4.3
mapscape	1.36.0
marginaleffects	0.32.0
mariner	1.12.0
markdown	2.0
markeR	1.2.0
marr	1.22.0
marray	1.90.0
martini	1.32.0
maser	1.30.0
mashr	0.2.79
maSigPro	1.84.0
maskBAD	1.56.0
MASS	7.3-66
MassArray	1.64.0
massiR	1.48.0
MassSpecWavelet	1.78.2
MAST	1.38.0
mastR	1.12.0
matchBox	1.54.0
mathjaxr	2.0-0
matlab	1.0.4.1
Matrix	1.7-6
matrixcalc	1.0-6
MatrixCorrelation	0.10.1
MatrixEQTL	2.3
MatrixExtra	0.1.15
MatrixGenerics	1.24.0
MatrixModels	0.5-4
MatrixQCvis	1.20.0
MatrixRider	1.44.0
matrixStats	1.5.0
matrixTests	0.2.3.1
matter	2.14.0
maxLik	1.5-2.2
maxstat	0.7-26
MBA	0.1-3
MBAmethyl	1.46.0
MBASED	1.46.0
MBCB	1.66.0
MBECS	1.16.0
mbkmeans	1.28.0
mboost	2.9-13
mBPCR	1.66.0
MBQN	2.24.0
mbQTL	1.12.0
MBttest	1.40.0
MCbiclust	1.36.0
mcbiopi	1.1.7
MCL	1.0
mclust	6.1.3
mclustcomp	0.3.5
mcmc	0.9-8
MCMCpack	1.7-1
MCMCprecision	0.4.2
mcprogress	0.1.1
mCSEA	1.32.0
mCSEAdata	1.32.0
mdp	1.32.0
mdqc	1.74.0
MDSvis	1.0.0
MDTS	1.32.0
MEAL	1.42.0
MeasurementError.cor	1.84.0
MEAT	1.24.0
MEB	1.26.0
MEDIPS	1.64.0
MEDME	1.72.0
mefa	3.2-10
megadepth	1.22.0
MEIGOR	1.46.0
MeLSI	1.0.1
memes	1.20.0
memoise	2.0.1
memuse	4.2-3
Mergeomics	1.40.0
MeSHDbi	1.48.0
meshes	1.38.0
meshr	2.18.0
MesKit	1.22.0
MESS	0.6.0
messina	1.48.0
metabCombiner	1.22.0
metabinR	2.0.0
MetaboAnnotatoR	1.0.0
MetaboCoreUtils	1.20.1
MetaboDynamics	2.2.0
metaboliteIDmapping	1.0.0
metabolomicsWorkbenchR	1.22.0
metabom8	1.0.8
metabomxtr	1.46.0
MetaboSignal	1.42.1
metaCCA	1.40.0
MetaCycle	1.2.1
MetaCyto	1.34.0
metadat	1.6-0
MetaDICT	1.2.0
metafor	5.0-1
metagene2	1.28.0
metagenomeSeq	1.54.0
metaMS	1.48.0
metap	1.14
MetaPhOR	1.14.0
metapod	1.20.0
metapone	1.18.0
MetaProViz	4.0.0
metaRNASeq	1.0.8
metaSeq	1.52.0
MetBrewer	0.2.0
MetCirc	1.42.0
methimpute	1.34.0
methInheritSim	1.34.0
methodical	1.8.0
methods	4.6.1
MethPed	1.40.0
MethReg	1.21.0
methrix	1.26.0
MethTargetedNGS	1.44.0
MethylAid	1.46.0
methylCC	1.26.0
methylclock	1.18.0
methylclockData	1.20.0
methylGSA	1.30.0
methyLImp2	1.8.0
methylInheritance	1.36.0
methylKit	1.38.0
MethylMix	2.42.0
methylMnM	1.50.0
methylPipe	1.46.0
methylscaper	1.20.0
MethylSeekR	1.52.0
methylSig	1.24.0
methylumi	2.58.0
MetMashR	1.6.0
MetNet	1.30.0
metR	0.18.3
metrica	2.1.1
Mfuzz	2.72.0
mgcv	1.9-4
MGFM	1.46.0
MGFR	1.38.0
MGnifyR	1.8.0
mgsa	1.60.0
mgsub	2.0.0
mhsmm	0.4.21
mia	1.20.0
miaDash	1.4.0
miaSim	1.18.0
miaTime	1.2.0
miaViz	1.20.0
mice	3.19.0
miceadds	3.20-10
MiChip	1.66.0
microbenchmark	1.5.0
microbiome	1.34.0
microbiomeDASim	1.26.0
microbiomeExplorer	1.22.0
MicrobiomeProfiler	1.18.1
MicrobiotaProcess	1.24.0
microRNA	1.70.0
MICSQTL	1.10.0
midasHLA	1.20.0
miloR	2.8.1
mimager	1.36.0
mime	0.13
mina	1.20.0
minerva	1.5.10
minet	3.70.0
minfi	1.58.0
MinimumDistance	1.56.0
miniUI	0.1.2
minpack.lm	1.2-4
minqa	1.2.8
MiPP	1.84.0
miQC	1.20.0
MIRA	1.34.0
MiRaGE	1.54.0
mirai	2.7.2
miRBaseConverter	1.36.0
miRBaseVersions.db	1.1.0
miRcomp	1.42.0
miRcompData	1.42.0
mirIntegrator	1.42.0
MIRit	1.8.0
miRLAB	1.42.0
miRNAmeConverter	1.40.0
miRNApath	1.72.0
miRNAtap	1.46.0
miRSM	2.8.0
miRspongeR	2.16.0
mirTarRnaSeq	1.20.0
misc3d	0.9-2
miscTools	0.6-30
missForest	1.6.1
missMDA	1.22
missMethyl	1.46.0
missRows	1.32.0
mist	1.4.0
mistyR	1.20.0
mitch	1.24.0
mitml	0.4-5
mitoClone2	1.18.0
mitology	1.4.0
mitools	2.4
mixOmics	6.36.0
mixsmsn	1.1-12
mixsqp	0.3-54
mixtools	2.0.0.1
MKmisc	2.0
mlapi	0.1.1
mlbench	2.1-10
MLInterfaces	1.92.0
MLmetrics	1.1.3
MLP	1.60.0
mlr	2.19.3
mlr3	1.7.1
mlr3learners	0.15.1
mlr3measures	1.3.0
mlr3misc	0.22.0
mlr3pipelines	0.11.0
mlr3tuning	1.6.1
mlrMBO	1.1.6
MLSeq	2.30.0
mltools	0.3.5
mmand	1.7.0
MMDiff2	1.40.0
MMUPHin	2.0.0
mnem	1.28.0
mnormt	2.1.2
mobileRNA	1.8.0
mockery	0.4.5
MODA	1.38.0
ModCon	1.20.0
ModelMetrics	1.2.2.2
modelr	0.1.11
modeltools	0.2-24
Modstrings	1.28.0
MOFA2	1.22.0
MOFAdata	1.28.0
MOGAMUN	1.22.0
mogsa	1.46.0
MoleculeExperiment	1.12.0
MOMA	1.24.0
moments	0.14.1
monaLisa	1.18.0
monocle	2.40.0
MonoPoly	0.3-10
moocore	0.3.2
Moonlight2R	1.10.1
MoonlightR	1.38.0
mosaicCore	0.9.5
mosaics	2.50.0
MOSClip	1.6.0
mosdef	1.8.0
MOSim	2.8.0
Motif2Site	1.16.0
motifcounter	1.35.0
MotifDb	1.54.0
motifmatchr	1.34.0
MotifPeeker	1.4.0
motifStack	1.56.0
motifTestR	1.8.1
MouseFM	1.22.0
MPAC	1.6.0
mpath	0.4-2.27
MPFE	1.48.0
mpm	1.0-23
mpra	1.34.0
MPRAnalyze	1.30.0
mRMRe	2.1.2.2
msa	1.44.0
MSA2dist	1.16.0
MsBackendMassbank	1.20.0
MsBackendMetaboLights	1.6.1
MsBackendMgf	1.20.1
MsBackendMsp	1.16.0
MsBackendRawFileReader	1.18.0
MsBackendSql	1.12.0
MsCoreUtils	1.24.0
MsDataHub	1.12.0
MsExperiment	1.14.0
MsFeatures	1.20.0
msgbsR	1.36.0
msigdb	1.20.0
msigdbr	26.1.0
msImpute	1.22.0
mslp	1.14.0
msm	1.8.2
msmsEDA	1.50.0
msmsTests	1.50.0
MSnbase	2.37.0
MSnID	1.46.0
mspms	1.4.0
MSPrep	1.21.1
msPurity	1.38.0
msqrob2	1.20.0
MsQuality	1.12.0
MSstats	4.20.0
MSstatsBig	1.10.0
MSstatsBioNet	1.4.1
MSstatsConvert	1.22.1
MSstatsLiP	1.18.0
MSstatsLOBD	1.20.0
MSstatsPTM	2.14.0
MSstatsQC	2.30.0
MSstatsQCgui	1.32.0
MSstatsResponse	1.2.0
MSstatsShiny	1.14.0
MSstatsTMT	2.20.0
MuData	1.16.0
Mulcom	1.62.0
multcomp	1.4-31
multcompView	0.1-12
MultiAssayExperiment	1.38.0
MultiBaC	1.22.0
multiClust	1.42.0
multicool	1.0.1
multicrispr	1.22.0
MultiDataSet	1.40.0
multiGSEA	1.22.0
multiHiCcompare	1.30.0
MultiMed	2.34.0
multiMiR	1.34.0
MultimodalExperiment	1.12.0
MultiRNAflow	1.10.0
multiscan	1.72.0
multistateQTL	2.4.0
multitaper	1.0-17
multiWGCNA	1.10.0
multtest	2.68.0
MuMIn	1.48.19
mumosa	1.20.0
MungeSumstats	1.20.0
muscat	1.26.0
muscle	3.54.0
musicatk	2.6.0
MutationalPatterns	3.22.0
mutoss	0.1-14
mutscan	1.2.0
MutSeqR	1.0.0
MVCClass	1.86.0
mvnfast	0.2.8
mvoutlier	2.1.4
mvtnorm	1.4-2
MWASTools	1.36.0
mwcsr	0.1.12
mycor	0.1.1
mygene	1.48.0
myvariant	1.42.0
mzID	1.50.0
mzR	2.46.0
N2R	1.0.5
NADA	1.6-1.2
NADfinder	1.36.0
naivebayes	1.0.0
naniar	1.1.0
nanoarrow	0.8.0-1
NanoMethViz	3.8.0
nanonext	1.10.1
nanoparquet	0.5.1
NanoStringDiff	1.42.0
NanoStringNCTools	1.20.0
nanotime	0.3.15
NanoTube	1.18.0
naturalsort	0.1.3
NBAMSeq	1.28.0
NbClust	3.0.1
NBPSeq	0.3.1
ncdf4	1.24
ncdfFlow	2.58.0
ncGTW	1.26.0
NCIgraph	1.60.0
ncRNAtools	1.22.2
ndexr	1.34.0
Nebulosa	1.22.0
nempi	1.20.0
NetActivity	1.14.0
NetActivityData	1.14.0
netboost	2.20.0
netgsa	4.0.7
nethet	1.44.0
NetPathMiner	1.48.0
netprioR	1.37.0
netresponse	1.72.0
NetSAM	1.52.0
netSmooth	1.32.0
network	1.20.0
networkD3	0.4.1
neuralnet	1.44.2
NGLVieweR	1.4.0
ngsReports	2.14.0
nipals	1.0
nipalsMCIA	1.10.0
NISTunits	1.0.1
nleqslv	3.3.7
nlme	3.1-170
nloptr	2.2.1
NLP	0.3-3
nls2	0.3-4
NMF	0.28
nnet	7.3-20
nnlasso	0.3
nnls	1.6
nnNorm	2.76.0
nnSVG	1.16.1
nnTensor	1.4.0
NOISeq	2.56.0
nondetects	2.42.0
nor1mix	1.3-3
NoRCE	1.24.0
norm	1.0-11.1
normalize450K	1.40.0
NormalyzerDE	1.30.0
NormqPCR	1.58.0
normr	1.38.1
nortest	1.0-4
notame	1.2.0
notameStats	1.2.0
notameViz	1.2.0
np	0.70-5
NPARC	1.24.0
npGSEA	1.48.0
NTW	1.62.0
nucleoSim	1.40.0
nucleR	2.44.0
nuCpos	1.30.0
nullranges	1.18.0
numbers	0.9-2
numDeriv	2016.8-1.1
NuPoP	2.20.0
NxtIRFdata	1.18.0
OAtools	1.0.0
objectProperties	0.6.8
objectSignals	0.10.3
occugene	1.72.0
OCplus	1.86.0
octad	1.14.0
octad.db	1.14.0
odseq	1.40.0
officer	0.7.6
OGRE	1.16.0
oligo	1.76.0
oligoClasses	1.74.0
OLIN	1.90.0
OLINgui	1.86.0
omada	1.14.0
OmaDB	2.28.0
omicade4	1.52.0
OmicCircos	1.50.0
omicplotR	1.32.0
omicRexposome	1.34.0
omicsGMF	1.2.0
OmicsMLRepoR	1.6.0
OMICsPCA	1.30.0
OMICsPCAdata	1.30.0
omicsPrint	1.32.0
omicsViewer	1.16.0
Omixer	1.22.0
omnibus	1.2.15
OmnipathR	4.0.0
ompBAM	1.16.0
omXplore	1.6.0
oncomix	1.34.0
oncoscanR	1.14.0
OncoScore	1.40.0
OncoSimulR	4.14.0
onlineFDR	2.20.0
ontologyIndex	2.12
ontologyPlot	1.7
ontoProc	2.6.0
openair	3.1.0
openCyto	2.24.0
openPrimeR	1.34.0
openssl	2.4.2
OpenStats	1.24.0
openxlsx	4.2.8.1
operator.tools	1.6.3.1
oposSOM	2.30.0
oppar	1.40.0
optimalFlow	1.24.0
optimalFlowData	1.24.0
optimParallel	1.0-3
optimx	2025-4.9
optparse	1.8.2
OPWeight	1.34.0
OrderedList	1.84.0
ordinal	2026.7-26
ore	1.7.5.1
ORFhunteR	1.20.0
ORFik	1.32.0
org.At.tair.db	3.22.0
org.Ce.eg.db	3.22.0
org.Dm.eg.db	3.22.0
org.Dr.eg.db	3.22.0
org.Hs.eg.db	3.23.1
org.Mm.eg.db	3.23.0
org.Mmu.eg.db	3.23.0
org.Pt.eg.db	3.23.0
org.Rn.eg.db	3.23.0
org.Sc.sgd.db	3.22.0
OrganismDbi	1.54.0
OrgMassSpecR	0.5-4
origami	1.0.8
orthogene	1.18.1
orthos	1.10.0
orthosData	1.10.0
OSAT	1.60.0
Oscope	1.42.0
osfr	0.2.9
OSTA.data	1.4.0
otel	0.2.0
OTUbase	1.62.0
outliers	0.15
OUTRIDER	1.30.0
OutSplice	1.12.0
OVESEG	1.28.0
PAA	1.46.0
packFinder	1.24.0
padma	1.22.0
PADOG	1.54.0
pageRank	1.22.0
pagoda2	1.0.15
paintmap	1.0
PAIRADISE	1.28.0
paircompviz	1.50.0
PairedData	1.1.1
pairedGSEA	1.12.0
pairkat	1.18.0
pairsD3	0.1.3
pak	0.11.1
paletteer	1.7.0
palmerpenguins	0.1.1
pals	1.10
pamr	1.57
pan	2.0
pandaR	1.44.0
pander	0.6.6
panelcn.mops	1.34.0
PanomiR	1.16.0
panp	1.82.0
PANR	1.58.0
paradox	1.0.1
parallel	4.6.1
parallelDist	0.2.7
ParallelLogger	3.5.1
parallelly	1.48.0
parallelMap	1.5.1
parameters	0.29.2
ParamHelpers	1.14.2
parati	1.0.0
parglms	1.44.0
parmigene	1.1.1
parody	1.70.0
partitions	1.10-9
partykit	1.2-29
PAST	1.28.0
pastecs	1.4.2
patchwork	1.3.2
Path2PPI	1.42.0
pathifier	1.50.0
pathlinkR	1.8.0
pathMED	1.4.0
PathNet	1.52.0
PathoStat	1.38.0
pathRender	1.80.0
pathview	1.52.0
pathwayPCA	1.28.0
paws.common	0.8.10
paws.storage	0.10.0
pbapply	1.7-4
pbdZMQ	0.3-14
pbivnorm	0.6.0
pbkrtest	0.5.5
pbmcapply	1.5.1
pbs	1.1
pcaExplorer	3.6.0
pcalg	2.7-12
pcaMethods	2.4.0
PCAN	1.40.0
pcaPP	2.0-5
PCAtools	2.24.0
pd.mapping50k.xba240	3.12.0
PDATK	1.20.0
pdfCluster	1.0-4
pdftools	3.9.0
pdInfoBuilder	1.76.0
pdist	1.2.1
PeacoQC	1.22.0
peakCombiner	1.2.0
peakPantheR	1.26.0
PECA	1.48.0
peco	1.24.0
Pedixplorer	1.8.0
penalized	0.9-53
pengls	1.18.0
PepSetTest	1.6.0
PepsNMR	1.30.0
pepStat	1.46.0
Peptides	2.4.6
pepXMLTab	1.46.0
performance	0.17.1
PerformanceAnalytics	2.1.0
periodicDNA	1.22.0
permute	0.9-10
PFAM.db	3.22.0
pfamAnalyzeR	1.12.0
pgca	1.36.0
pgxRpi	1.7.0
phangorn	2.12.1
phantasusLite	1.10.0
PharmacoGx	3.16.0
phastCons100way.UCSC.hg19	3.7.2
phastCons100way.UCSC.hg38	3.7.1
pheatmap	1.0.13
PhenoGeneRanker	1.20.0
phenopath	1.36.0
phenoTest	1.60.0
philentropy	0.10.0
philr	1.38.0
PhIPData	1.20.0
phosphonormalizer	1.36.0
phosphoricons	0.2.1
PhosR	1.22.0
phyclust	0.1-34
phylobase	0.8.12
phylogram	2.1.0
PhyloProfile	2.4.2
phyloseq	1.56.0
phytools	2.5-2
piano	2.28.0
PICB	1.4.0
pickgene	1.84.0
Pigengene	1.38.0
pillar	1.11.1
pinfsc50	1.3.0
pipeComp	1.22.1
pipeFrame	1.28.0
PIPETS	1.8.0
Pirat	1.6.0
piton	1.0.1
PIUMA	1.8.0
pixmap	0.4-14
pkgbuild	1.4.8
pkgcond	0.1.1
pkgconfig	2.0.3
pkgdown	2.2.1
pkgload	1.5.3
plaid	1.0.0
planet	1.20.0
planttfhunter	1.12.0
plasmut	1.10.0
plgem	1.84.0
plier	1.82.0
PlinkMatrix	1.0.0
plot3D	1.4.2
plot3Drgl	1.0.5
plotfunctions	1.5
plotgardener	1.18.0
plotGrouper	1.30.0
plotly	4.12.1
plotrix	3.8-14
plotROC	2.3.3
PLPE	1.72.0
pls	2.9-0
PLSDAbatch	2.0.0
plsgenomics	1.5-3
plsVarSel	0.10.0
plyinteractions	1.10.0
plyr	1.8.9
plyranges	1.32.0
plyxp	1.6.1
PMA	1.2-4
PMCMRplus	1.9.12
pmm	1.44.0
pmp	1.24.0
PMScanR	1.2.0
png	0.1-9
PoDCall	1.20.0
podkat	1.44.0
poem	1.4.0
pogos	1.32.0
poibin	1.6
polspline	1.1.25
Polychrome	1.6.1
polyclip	1.10-7
polylabelr	1.0.0
polynom	1.4-1
PolySTest	1.6.0
Polytect	1.4.0
POMA	1.22.0
poorman	0.2.8
posDemux	1.0.0
posterior	1.7.0
poweRlaw	1.0.0
powerTCR	1.32.0
POWSC	1.20.0
ppclust	1.1.0.1
ppcor	1.1
ppcseq	1.20.0
PPInfer	1.38.0
prabclus	2.3-5
pracma	2.4.6
praise	1.0.0
pram	1.28.0
praznik	12.0.0
prebs	1.52.0
preciseTAD	1.22.0
PREDA	1.58.0
preprocessCore	1.74.0
prettydoc	0.4.1
prettyunits	1.2.0
primes	1.6.1
primirTSS	1.30.0
PrInCE	1.28.0
princurve	2.1.6
prismatic	1.1.2
proActiv	1.22.0
proBAMr	1.46.0
proBatch	2.0.0
pROC	1.19.0.1
PROcess	1.88.0
processx	3.9.0
procoil	2.40.0
proDA	1.26.0
prodlim	2026.03.11
profileModel	0.6.2
profileplyr	1.28.3
profileScoreDist	1.40.0
profmem	0.7.0
profvis	0.4.0
progeny	1.34.0
progress	1.2.3
progressr	1.0.0
projectR	1.28.0
pRoloc	1.52.0
pRolocGUI	2.22.0
PROMISE	1.64.0
promises	1.5.0
prompter	1.2.1
PRONE	1.6.0
PROPER	1.44.0
PROPS	1.34.0
Prostar	1.44.0
proteinProfiles	1.52.0
ProteoDisco	1.18.0
ProteoMM	1.30.0
protGear	1.16.0
ProtGenerics	1.44.0
proto	1.0.0
protr	1.7-5
protViz	0.7.9
proxy	0.4-29
proxyC	0.5.2
PRROC	1.4
ps	1.9.3
PSCBS	0.68.0
pscl	1.5.9
psichomics	1.38.1
PSMatch	1.16.0
pspline	1.0-21
psych	2.6.5
ptairMS	1.20.0
PTMods	1.0.0
ptw	1.9-17
pulsar	0.3.13
puma	3.54.0
PureCN	2.18.0
purrr	1.2.2
pvac	1.60.0
pvca	1.52.0
pvclust	2.2-0
Pviz	1.46.0
pwalign	1.8.0
PWMEnrich	4.48.0
pwr	1.3-0
qap	0.1-2
qcc	2.7
qcmetrics	1.50.0
qdapRegex	0.7.10
qdapTools	1.3.7
QDNAseq	1.48.0
QFeatures	1.22.0
qgraph	1.10.1
qlcMatrix	0.9.9
qmtools	1.16.0
qpcR	1.4-2
qpcrNorm	1.70.0
qpdf	1.4.1
qpgraph	2.46.0
qPLEXanalyzer	1.30.0
qqconf	1.3.2
qqman	0.1.9
QRscore	1.4.0
qs2	0.2.2
qsea	1.38.0
qsmooth	1.28.0
QSutils	1.30.0
qsvaR	1.16.0
qtl	1.74
QTLExperiment	2.4.0
Qtlizer	1.26.0
quadprog	1.5-8
quanteda	4.4
quantiseqr	1.20.0
quantmod	0.4.29
quantreg	6.1
quantro	1.46.0
quantsmooth	1.78.0
QuasR	1.52.0
QuaternaryProd	1.46.0
QUBIC	1.40.0
queeems	1.0.0
questionr	0.8.2
QuickJSR	1.10.0
quitefastmst	0.9.1
qusage	2.46.0
qvalue	2.44.0
qvcalc	1.0.4
R.cache	0.17.0
R.devices	2.17.4
R.filesets	2.15.1
R.huge	0.10.1
R.matlab	3.7.0
R.methodsS3	1.8.2
R.oo	1.27.1
R.rsp	0.46.0
R.utils	2.13.0
R2HTML	2.3.4
R2jags	0.8-9
r2r	0.1.2
R2WinBUGS	2.1-24
R3CPET	1.44.0
r3Cseq	1.58.0
R453Plus1Toolbox	1.62.0
R4RNA	1.40.0
R6	2.6.1
R6P	0.4.0
RadioGx	2.16.0
raer	1.10.0
rafalib	1.0.4
ragg	1.5.2
RaggedExperiment	1.36.0
RAIDS	1.10.0
rain	1.46.0
rainbow	3.8
ramr	1.20.0
RaMS	1.4.3
ramwas	1.36.0
randomcoloR	1.1.0.1
randomForest	4.7-1.2
randPack	1.58.0
randRotation	1.23.0
ranger	0.18.0
RankAggreg	0.6.6
RankMap	1.0.0
RankProd	3.38.0
RANN	2.6.2
rapiclient	0.1.8
rappdirs	0.3.4
rapportools	1.2
RAREsim	1.16.0
RareVariantVis	2.40.0
rARPACK	0.11-0
Rarr	2.0.1
raster	3.6-32
rawDiag	1.8.0
rawrr	1.20.0
RbcBook1	1.80.0
Rbec	1.20.0
RBedMethyl	1.0.0
RBGL	1.88.0
rbibutils	2.4.1
RBioFormats	1.12.0
rBiopaxParser	2.52.0
rBLAST	1.8.0
RBM	1.44.0
Rbowtie	1.52.0
Rbowtie2	2.18.0
rbsurv	2.70.0
Rbwa	1.16.0
RCAS	1.38.0
RCASPAR	1.58.0
rcdd	1.6-1
rcdk	3.8.2
rcdklibs	2.9
rcellminer	2.34.0
rcellminerData	2.34.0
rCGH	1.42.0
RCircos	1.2.2
rclipboard	0.2.1
RCM	1.28.0
rcmdcheck	1.4.0
Rcollectl	1.12.0
RColorBrewer	1.1-3
Rcpi	1.48.0
Rcpp	1.1.2
RcppAlgos	2.10.1
RcppAnnoy	0.0.23
RcppArmadillo	15.4.2-1
RcppCCTZ	0.2.14
RcppDate	0.0.7
RcppDE	0.1.9
RcppDist	0.1.1.1
RcppEigen	0.3.4.0.2
RcppGSL	0.3.14
RcppHNSW	0.7.0
RcppHungarian	0.3
RcppInt64	0.0.5
RcppML	0.3.7.1
RcppNumerical	0.7-0
RcppParallel	6.2.0
RcppProgress	0.4.2
RcppRoll	0.3.2
RcppSpdlog	0.0.29
RcppThread	2.4.0
RcppTOML	0.2.3
RCSL	1.20.0
RCurl	1.98-1.19
Rcwl	1.28.0
RcwlPipelines	1.28.0
RCX	1.16.0
RCy3	2.32.0
RCyjs	2.34.0
Rdisop	1.72.0
rdist	0.0.5
Rdpack	2.6.6
RDRToolbox	1.62.0
reactable	0.4.5
reactome.db	1.96.0
ReactomeGSA	1.26.0
ReactomePA	1.56.0
reactR	0.6.1
readbitmap	0.1.5
readJDX	0.6.4
ReadqPCR	1.58.0
readr	2.2.0
readxl	1.5.0
rearrr	0.3.5
REBET	1.30.0
rebook	1.22.0
rebus	0.1-3
rebus.base	0.0-3
rebus.datetimes	0.0-2.1
rebus.numbers	0.0-1.1
rebus.unicode	0.0-2.1
recipes	1.3.3
recommenderlab	1.0.7
reconsi	1.24.0
RecordLinkage	0.4-12.6
recosystem	0.5.1
recount	1.38.0
recount3	1.22.0
recountmethylation	1.22.0
recoup	1.40.0
RedeR	3.8.1
REDseq	1.58.0
ReducedExperiment	1.4.0
RefManageR	1.4.0
reformulas	0.4.4
refund	0.1-40
Rega	1.0.2
RegEnrich	1.22.1
regionalpcs	1.10.0
RegionalST	1.10.0
regioneR	1.44.0
regioneReloaded	1.14.0
regionReport	1.46.0
registry	0.5-1
regsplice	1.38.1
regutools	1.24.0
relations	0.6-18
reldist	1.7-2
relimp	1.0-5
remaCor	0.0.20
rematch	2.0.0
rematch2	2.1.2
remotes	2.5.0
REMP	1.36.0
rentrez	1.2.4
renv	1.2.3
repmis	0.5.1
ReportingTools	2.52.0
reportr	1.3.1
reportROC	3.6
repr	1.1.7
reprex	2.1.1
RepViz	1.28.0
reshape	0.8.10
reshape2	1.4.5
ResidualMatrix	1.22.0
RESOLVE	1.14.0
restfulr	0.0.17
reticulate	1.46.0
retrofit	1.12.0
ReUseData	1.12.0
rex	1.2.2
rexposome	1.34.2
Rfast	2.1.5.2
Rfastp	1.22.0
RFGeneRank	1.0.0
RFLOMICS	1.4.2
rfPred	1.50.0
RGCCA	3.0.3
rGenomeTracks	1.18.0
rGenomeTracksData	0.99.0
rgenoud	5.9-0.11
rgl	1.3.36
rgoslin	1.16.0
RGraph2js	1.40.0
Rgraphviz	2.56.0
rGREAT	2.14.0
RGSEA	1.46.0
rgsepd	1.44.0
rhandsontable	0.3.8
rhdf5	2.56.0
rhdf5client	1.34.2
rhdf5filters	1.24.1
Rhdf5lib	2.0.0
rhinotypeR	1.6.0
Rhisat2	1.28.0
RhpcBLASctl	0.23-42
Rhtslib	3.8.0
RiboCrypt	1.18.0
RiboDiPA	1.20.0
ribor	1.24.0
riboSeqR	1.46.0
ribosomeProfilingQC	1.24.0
ridge	3.3
rifi	1.16.0
rifiComparative	1.12.0
Rigraphlib	1.4.0
rigvf	1.4.0
RImmPort	1.40.0
rintrojs	0.3.4
rio	1.3.0
RISmed	2.3.0
RITAN	1.36.0
RITANdata	1.36.0
RIVER	1.36.0
rjags	4-17
rJava	1.0-18
RJMCMCNucleosomes	1.36.0
rjson	0.2.23
rjsoncons	1.3.3
RJSONIO	2.0.5
Rlab	4.5.1
rlang	1.3.0
RLassoCox	1.20.0
rlist	0.4.6.2
RLMM	1.74.0
RLRsim	3.1-9
Rmagpie	1.68.0
RMariaDB	1.3.5
rmarkdown	2.31
rmdformats	1.0.4
rmelting	1.28.0
rmeta	3.0
rmio	0.4.0
Rmisc	1.5.1
Rmixmod	2.1.10
Rmmquant	1.30.0
Rmpfr	1.1-2
Rmpi	0.7-3.4
rms	8.1-1
rmspc	1.18.0
RMTstat	0.3.2
rmzqc	0.7.0
RNAAgeCalc	1.24.0
RNAdecay	1.32.0
rnaEditr	1.22.0
RNAmodR	1.26.0
RNAmodR.AlkAnilineSeq	1.26.0
RNAmodR.ML	1.26.0
RNAmodR.RiboMethSeq	1.26.0
RNAsense	1.26.0
rnaseqcomp	1.42.0
RNAseqCovarImpute	1.10.0
RNASeqPower	1.52.0
RnaSeqSampleSize	2.22.0
RnaSeqSampleSizeData	1.44.0
RNAshapeQC	1.0.0
RnBeads	2.30.0
RnBeads.hg19	1.44.0
RnBeads.hg38	1.44.0
rncl	0.8.9
RNeXML	2.4.11
rngtools	1.5.2
RNifti	1.9.0
Rnits	1.46.0
RNOmni	1.0.1.2
roar	1.48.0
roastgsa	1.10.0
robust	0.7-5
robustbase	0.99-7
RobustRankAggreg	1.2.1
ROC	1.88.0
ROCit	2.1.2
ROCpAI	1.24.0
ROCR	1.0-12
RolDE	1.16.0
roll	1.2.1
rols	3.7.1
ROntoTools	2.40.0
Rook	1.2.1
rootSolve	1.8.2.4
ropls	1.44.0
roptim	0.1.7
ROSeq	1.24.0
ROTS	2.4.0
roxygen2	8.0.0
RPA	1.68.0
rpart	4.1.27
RPMM	1.25
rprimer	1.16.0
rprojroot	2.1.1
RProtoBufLib	2.24.0
rpx	2.20.0
Rqc	1.46.0
rqt	1.38.0
rrcov	1.7-7
RRHO	1.52.0
rrvgo	1.24.0
rsample	1.3.2
Rsamtools	2.28.0
rScudo	1.28.0
rsemmed	1.22.0
RSeqAn	1.32.0
rsm	2.10.6
RSNNS	0.4-18
Rsolnp	2.0.1
rsparse	0.5.3
RSpectra	0.16-2
RSQLite	3.53.3
rstan	2.32.7
rstantools	2.7.0
rstatix	1.1.0
rstudioapi	0.19.0
Rsubread	2.26.0
rsvd	1.0.5
RSVSim	1.52.0
rSWeeP	1.24.0
RTCA	1.64.0
RTCGA	1.41.0
RTCGAToolbox	2.42.0
rTensor	1.5.0
RTN	2.36.0
RTNduals	1.36.0
RTNsurvival	1.36.0
RTopper	1.58.0
Rtpca	1.22.0
rtracklayer	1.72.0
RTriangle	1.6-0.15
rTRM	1.50.0
rTRMui	1.50.0
Rtsne	0.17
RUCova	1.4.0
RUnit	0.4.33.1
ruv	0.9.7.1
RUVcorr	1.44.0
RUVnormalize	1.46.0
RUVnormalizeData	1.32.0
RUVSeq	1.46.0
rversions	3.0.0
rvest	1.0.5
Rvisdiff	1.10.0
RVS	1.34.0
RWeka	0.4-50
RWekajars	3.9.3-2
rWikiPathways	1.32.0
s2	1.1.11
S4Arrays	1.12.0
S4Vectors	0.50.1
S7	0.2.2
safe	3.52.1
safetensors	0.2.1
sagenhaft	1.82.0
SAIGEgds	2.12.0
sampleClassifier	1.36.0
sampling	2.11
SamSPECTRAL	1.66.0
sandwich	3.1-2
sangeranalyseR	1.22.0
sangerseqR	1.48.0
SanityR	1.2.0
SANTA	2.48.0
sarks	1.24.0
saseR	1.8.0
sass	0.4.10
satuRn	1.20.0
SAVER	1.1.2
SBGNview.data	1.26.0
SBMLR	2.8.0
SC3	1.40.0
scafari	1.2.0
Scale4C	1.34.0
ScaledMatrix	1.20.0
scales	1.4.0
scam	1.2-22
SCAN.UPC	2.54.0
scanMiR	1.18.0
scanMiRApp	1.18.0
scanMiRData	1.18.0
scAnnotatR	1.18.0
SCANVIS	1.26.0
SCArray	1.20.0
SCArray.sat	1.12.0
scater	1.40.2
scatterHatch	1.18.0
scattermore	1.2
scatterpie	0.2.6
scatterplot3d	0.3-45
scBFA	1.26.0
SCBN	1.30.0
scBubbletree	1.14.0
scCB2	1.22.0
scClassify	1.24.0
sccomp	2.4.0
scConform	1.0.0
sccore	1.0.7
scCustomize	3.3.0
scDataviz	1.22.0
scDblFinder	1.26.7
scDD	1.36.0
scDDboost	1.14.0
scde	2.40.0
scDesign3	1.10.0
scDiagnostics	1.6.1
scDotPlot	1.6.0
scds	2.0.0
scECODA	1.0.1
SCFA	1.22.0
scFeatureFilter	1.32.0
scFeatures	1.12.0
scGPS	1.26.0
scGraphVerse	1.2.0
schex	1.26.0
scHiCcompare	1.4.0
scHOT	1.24.0
scico	1.5.0
scider	1.10.0
scifer	1.14.0
scLANE	1.2.0
scLang	1.0.0
scmap	1.34.0
scMerge	1.28.0
scMET	1.14.0
scmeth	1.32.0
scMitoMut	1.8.0
scMultiSim	1.8.0
SCnorm	1.34.0
scone	1.36.0
Sconify	1.32.0
SCOPE	1.24.0
scoreInvHap	1.34.0
scoup	1.6.0
scp	1.22.0
scPassport	1.0.0
scPCA	1.26.0
scPipe	2.12.0
SCpubr	3.0.1
scQTLtools	1.4.0
scran	1.40.0
scrapper	1.6.3
scReClassify	1.18.0
screenCounter	1.12.0
ScreenR	1.14.0
scRepertoire	2.8.0
scrime	1.3.7
scRNAseq	2.26.0
scRNAseqApp	1.12.0
scruff	1.30.0
scrutiny	0.6.1
scry	1.24.0
scrypt	0.1.6
scShapes	1.18.0
scTensor	2.22.0
scTGIF	1.26.0
scTHI	1.24.0
scToppR	1.0.0
sctransform	0.4.3
scTreeViz	1.18.0
scTypeEval	1.0.0
scuttle	1.22.0
scviR	1.12.0
SDAMS	1.32.0
seahtrue	1.6.0
sechm	1.20.0
segclust2d	0.3.3
segmented	2.2-1
segmenter	1.18.0
segmentSeq	2.46.0
selectKSigs	1.24.0
selectr	0.6-0
SELEX	1.44.0
SemDist	1.46.0
semisup	1.36.0
SEMPLR	1.0.1
sendmailR	1.4-1
seq.hotSPOT	1.12.0
seq2pathway	1.44.0
seq2pathway.data	1.44.0
SeqArray	1.52.1
seqCAT	1.34.0
seqcombo	1.34.0
SeqGate	1.22.0
SeqGSEA	1.52.0
Seqinfo	1.2.0
seqinr	4.2-44
seqLogo	1.78.0
seqminer	9.9
seqPattern	1.44.0
seqsetvis	1.32.0
SeqSQC	1.34.0
Seqtometry	1.0.1
SeqVarTools	1.50.1
SEraster	1.4.0
seriation	1.5.8
servr	0.33
sesame	1.30.1
sesameData	1.30.0
sessioninfo	1.2.4
SETA	1.2.0
SEtools	1.26.0
sets	1.0-25
settings	0.2.7
Seurat	5.5.1
SeuratObject	5.4.0
sevenbridges	1.42.0
sevenC	1.32.0
sf	1.1-2
sfarrow	0.4.1
sfheaders	0.4.5
sfi	1.0.0
sfsmisc	1.1-24
sftime	0.3.2
sgdGMF	1.0.1
sgeostat	1.0-27
SGSeq	1.46.0
shades	1.5.0
shadowtext	0.1.6
shape	1.4.6.1
shiny	1.14.0
shiny.gosling	1.8.0
shiny.react	0.4.0
shinyAce	0.4.4
shinyalert	3.1.0
shinybiocloader	1.2.0
shinyBS	0.65.0
shinybusy	0.3.3
shinycssloaders	1.1.0
shinycustomloader	0.9.0
shinyCyJS	1.0.0
shinydashboard	0.7.3
shinydashboardPlus	2.0.6
shinyDSP	1.4.0
shinyepico	1.20.0
shinyFeedback	0.4.0
shinyFiles	0.9.3
shinyhelper	0.3.2
shinyjqui	0.4.1
shinyjs	2.1.1
shinylogs	0.2.1
shinymanager	1.1.0
shinymeta	0.2.2
shinyMethyl	1.48.0
shinyscreenshot	0.2.1
shinythemes	1.2.0
shinytitle	0.1.0
shinytoastr	2.2.0
shinyTree	0.3.1
shinyvalidate	0.1.3
shinyWidgets	0.9.1
ShortRead	1.70.0
showtext	0.9-8
showtextdb	3.0
SIAMCAT	2.16.0
SigCheck	2.44.0
sigFeature	1.30.0
siggenes	1.86.0
sights	1.38.0
Signac	1.17.1
signal	1.8-1
signatureSearch	1.26.0
signeR	2.14.0
signifinder	1.13.0
sigora	3.2.0
SigsPack	1.26.0
sigsquared	1.44.0
SIM	1.82.0
SIMAT	1.44.0
SimBu	1.14.0
SIMD	1.30.0
SimDesign	2.26
SimFFPE	1.24.0
similaRpeak	1.44.0
SIMLR	1.38.0
simona	1.10.0
simPIC	1.8.0
simpIntLists	1.48.0
simpleSeg	1.14.0
simplifyEnrichment	2.6.0
sincell	1.44.0
singIST	1.0.0
SingleCellAlleleExperiment	1.8.0
SingleCellExperiment	1.34.0
SingleCellSignalR	2.2.0
singleCellTK	2.22.0
SingleR	2.14.1
singscore	1.32.0
SiPSiC	1.12.0
sitadela	1.20.0
Site2Target	1.4.0
sitePath	1.28.0
sitmo	2.0.2
sizepower	1.82.0
sjlabelled	1.2.0
sjmisc	2.8.11
SKAT	2.2.5
sketchR	1.8.0
skewr	1.44.0
skmeans	0.2-20
slalom	1.34.0
slam	0.1-56
slider	0.3.3
slingshot	2.20.0
SLqPCR	1.78.0
sm	2.2-6.0
smacof	2.1-7
SMAD	1.28.0
smartid	1.8.0
SmartPhos	1.2.0
SmartSVA	0.1.3
smatr	3.5-1
SMITE	1.40.0
smoof	1.7.0
smoothclust	1.8.1
smoother	1.3
smoothie	1.0-4
smoothr	1.3.0
smoppix	1.4.0
SMTrackR	1.0.0
sn	2.1.3
sna	2.8
SNAGEE	1.52.0
SNAGEEdata	1.48.0
snakecase	0.11.1
snapcount	1.24.0
snifter	1.22.0
snm	1.60.0
snow	0.4-4
SnowballC	0.7.1
snowfall	1.84-6.3
SNPediaR	1.38.0
SNPhood	1.41.0
SNPRelate	1.46.0
snpStats	1.62.0
softImpute	1.4-3
som	0.3-5.2
SomaticSignatures	2.48.0
SOMbrero	1.5.0
SOMNiBUS	1.20.0
sortable	0.6.0
sosta	1.4.0
SoupX	1.6.2
sourcetools	0.1.7-2
sp	2.2-3
spacetime	1.3-3
SpaceTrooper	1.2.0
spacexr	1.4.0
spam	2.11-4
Spaniel	1.26.0
SpaNorm	1.6.0
spARI	1.2.0
sparklyr	1.9.5
sparrow	1.18.0
SparseArray	1.12.2
SparseM	1.84-2
sparseMatrixStats	1.24.0
sparseMVN	0.2.2
sparsenetgls	1.30.0
sparsepca	0.1.2
SparseSignatures	2.22.0
sparsesvd	0.2-3
sparsevctrs	0.3.6
spaSim	1.14.0
SPAtest	3.1.2
spatial	7.3-18
SpatialArtifacts	1.0.0
SpatialCPie	1.28.0
spatialDE	1.18.0
SpatialDecon	1.22.0
spatialEco	2.0-5
SpatialExperiment	1.22.0
SpatialExperimentIO	1.4.0
SpatialExtremes	2.1-0
spatialFDA	1.4.0
SpatialFeatureExperiment	1.14.0
spatialLIBD	1.24.0
SpatialOmicsOverlay	1.12.0
SpatialPack	0.4-1
spatialreg	1.4-3
spatialSimGP	1.6.0
spatstat.data	3.1-9
spatstat.explore	3.8-2
spatstat.geom	3.8-2
spatstat.model	3.7-2
spatstat.random	3.5-1
spatstat.sparse	3.2-0
spatstat.univar	3.2-0
spatstat.utils	3.2-4
spData	2.3.5
spdep	1.4-2
spdl	0.0.5
speckle	1.12.0
specL	1.46.0
SpeCond	1.66.0
Spectra	1.22.2
SpectraQL	1.6.0
SpectriPy	1.2.1
speedglm	0.3-5
SPEM	1.52.0
SPIA	2.64.0
SPIAT	1.14.0
SPICEY	1.2.0
spicyR	1.24.0
SpiecEasi	2.0.0
spikeLI	2.72.0
spiky	1.18.0
spillR	1.8.0
spkTools	1.68.0
splancs	2.01-45
splatter	1.36.0
SpliceImpactR	1.0.0
splicelogic	1.0.1
SpliceWiz	1.14.0
SplicingFactory	1.20.0
SplicingGraphs	1.52.0
SplineDV	1.4.0
splines	4.6.1
splineTimeR	1.40.0
SPLINTER	1.38.0
splitstackshape	1.4.8.1
splots	1.78.0
splus2R	1.3-5
SpNeigh	1.0.0
SPONGE	1.34.1
spoon	1.8.0
SpotClean	1.14.0
SPOTlight	1.16.0
SpotSweeper	1.8.0
spqn	1.24.0
spsComps	0.3.4.0
SPsimSeq	1.22.0
spsUtil	0.2.2.1
sqldf	0.4-12
squallms	1.6.0
SQUAREM	2026.1
squash	1.0.9
sRACIPE	2.4.0
SRAdb	1.74.0
srnadiff	1.32.0
sscu	2.42.0
sSeq	1.50.0
ssize	1.86.0
sSNAPPY	1.16.0
ssPATHS	1.26.0
ssrch	1.28.0
ssviz	1.46.0
stabledist	0.7-2
StabMap	1.6.0
stabs	0.7-1
STADyUM	1.2.0
stageR	1.34.0
standR	1.16.0
StanHeaders	2.32.10
staRgate	1.0.0
stars	0.7-3
startupmsg	1.0.0
STATegRa	1.48.0
StatescopeR	1.0.1
Statial	1.14.0
statisfactory	1.0.4
statmod	1.5.2
statnet.common	4.13.0
stats	4.6.1
stats4	4.6.1
statTarget	1.42.0
stemHypoxia	1.48.0
stepNorm	1.84.0
stJoincount	1.13.0
stopwords	2.3
storr	1.2.6
stPipe	1.2.0
strandCheckR	1.30.0
strawr	0.0.92
strex	2.1.0
STRINGdb	2.24.0
stringdist	0.9.17
stringfish	0.19.0
stringi	1.8.7
stringr	1.6.0
strucchange	1.5-4
struct	1.24.0
Structstrings	1.28.0
structToolbox	1.24.0
StructuralVariantAnnotation	1.28.0
styler	1.11.0
SubCellBarCode	1.28.0
subSeq	1.42.0
SUITOR	1.14.0
SummarizedExperiment	1.42.0
summarytools	1.1.5
Summix	2.18.0
SuperCell	1.1
SuperCellCyto	1.2.0
SuperExactTest	1.2.0
SuperLearner	2.0-40
supersigs	1.19.0
SuppDists	1.1-9.9
surfaltr	1.18.0
SurfR	1.8.0
survClust	1.6.0
survcomp	1.62.0
survey	4.5
survival	3.8-9
survivalROC	1.0.3.1
survivalsvm	0.0.6
survminer	0.5.2
survtype	1.28.0
sva	3.60.0
svaNUMT	1.18.0
svaRetro	1.18.0
svd	0.5.8
svglite	2.2.2
svgPanZoom	0.3.4
SVMDO	1.11.0
SVP	1.4.0
svUnit	1.0.8
SWATH2stats	1.42.0
SwathXtend	2.34.0
swfdr	1.38.0
switchBox	1.48.0
switchde	1.38.0
sylly	0.1-7
sylly.en	0.1-3
synapsis	1.18.0
synergyfinder	3.20.0
SynExtend	1.24.0
synlet	2.12.0
SynMut	1.28.0
syntenet	1.14.0
sys	3.4.3
sysfonts	0.8.9
systemfonts	1.3.2
systemPipeR	2.18.0
systemPipeShiny	1.22.0
systemPipeTools	1.20.0
syuzhet	1.0.7
tadar	1.10.0
tagcloud	0.7.0
tanggle	1.18.0
TAPseq	1.24.0
target	1.26.0
TargetDecoy	1.18.0
TargetScore	1.50.0
TargetSearch	2.14.0
TaxSEA	1.4.0
TBSignatureProfiler	1.24.0
TBX20BamSubset	1.48.0
TCA	1.2.1
TCC	1.52.0
TCGAbiolinks	2.40.0
TCGAbiolinksGUI.data	1.32.0
TCGAutils	1.32.2
tcltk	4.6.1
tcltk2	1.6.1
TCseq	1.36.0
TDbasedUFE	1.12.0
TDbasedUFEadv	1.12.1
TeachingDemos	2.13
TEKRABber	1.16.0
TENET	1.4.0
TENET.ExperimentHub	1.4.0
tensor	1.5.1
tensorA	0.36.2.1
tensorflow	2.20.0
TENxIO	1.14.0
TENxPBMCData	1.30.0
tenXplore	1.34.0
TEQC	4.34.0
terapadog	1.4.0
ternarynet	1.56.0
terra	1.9-34
terraTCGAdata	1.16.0
tester	0.3.0
testthat	3.3.2
text2vec	0.6.6
textclean	0.9.7
textshape	1.7.5
textshaping	1.0.5
textstem	0.1.4
TFARM	1.34.0
tfautograph	0.3.2
TFBSTools	1.50.0
TFEA.ChIP	1.32.0
TFHAZ	1.34.0
TFisher	0.2.0
TFMPvalue	1.0.0
tfruns	1.5.4
TFutils	1.32.0
TH.data	1.1-5
threejs	0.3.4
tibble	3.3.1
tictoc	1.2.1
tidybayes	3.0.7
tidybulk	2.2.0
tidyCoverage	1.8.0
tidydr	0.0.6
tidyexposomics	1.0.0
tidyFlowCore	1.6.0
tidygate	1.0.19
tidygraph	1.3.1
tidyHeatmap	1.13.1
tidyomics	1.8.0
tidyprint	1.0.0
tidyr	1.3.2
tidysbml	1.6.0
tidyselect	1.2.1
tidyseurat	0.8.10
tidySingleCellExperiment	1.22.0
tidySpatialExperiment	1.8.0
tidySummarizedExperiment	1.22.0
tidytext	0.4.3
tidytree	0.4.8
tidyverse	2.0.0
tidyxl	1.0.10
tiff	0.1-12
tigre	1.66.0
tiledb	0.33.0
TileDBArray	1.22.0
tilingArray	1.90.0
timechange	0.4.0
timecourse	1.84.0
timeDate	4052.112
timeOmics	1.24.0
timescape	1.36.0
timeSeries	4052.112
TIN	1.44.0
tinytex	0.60
TissueEnrich	1.32.0
tkrplot	0.0-32
tkWidgets	1.90.0
tm	0.7-18
TMB	1.9.23
TMixClust	1.34.0
TMSig	1.6.0
tmvtnorm	1.7
tnet	3.0.16
TnT	1.34.0
TOAST	1.26.0
toastui	0.4.0
tokenizers	0.3.0
tomoda	1.22.0
tomoseqr	1.16.0
tools	4.6.1
TOP	1.12.0
topconfects	1.28.0
topdownr	1.34.0
topGO	2.64.0
topicmodels	0.2-17
toppgene	1.0.1
torch	0.17.0
ToxicoGx	2.16.0
TPP	3.40.0
TPP2D	1.28.0
tpSVG	1.8.0
tracktables	1.46.0
trackViewer	1.48.0
tractor.base	3.5.0
tradeSeq	1.26.0
TrajectoryGeometry	1.20.0
TrajectoryUtils	1.20.0
transcriptogramer	1.34.0
transcriptR	1.40.0
transformGamPoi	1.18.0
transformr	0.1.5
transite	1.30.0
tRanslatome	1.50.0
transmogR	1.8.1
transomics2cytoscape	1.22.0
transport	0.15-4
traseR	1.42.0
TreeAndLeaf	1.24.0
treeclimbR	1.8.0
treeio	1.36.1
treekoR	1.20.0
treemap	2.4-4
TreeSummarizedExperiment	2.20.0
TREG	1.16.0
Trendy	1.34.0
TRESS	1.18.0
tricycle	1.20.0
TrIdent	1.4.0
triebeard	0.4.1
trio	3.50.0
triplex	1.52.0
tripr	1.18.0
tRNA	1.30.0
tRNAdbImport	1.30.0
tRNAscanImport	1.32.0
TRONCO	2.44.0
truncdist	1.0-2
truncnorm	1.0-9
trust	0.1-9
TSAR	1.10.0
TSCAN	1.50.0
tseries	0.10-62
tsne	0.2-0
TSP	1.2.7
ttgsea	1.20.0
TTMap	1.34.0
TTR	0.24.4
ttservice	0.5.3
TumourMethData	1.9.0
TurboNorm	1.60.0
TVTB	1.38.0
tweeDEseq	1.58.0
tweedie	3.1.0
tweenr	2.0.3
twilight	1.88.0
twoddpcr	1.36.0
txcutr	1.18.0
TxDb.Dmelanogaster.UCSC.dm6.ensGene	3.12.0
TxDb.Hsapiens.UCSC.hg18.knownGene	3.2.2
TxDb.Hsapiens.UCSC.hg19.knownGene	3.22.1
TxDb.Hsapiens.UCSC.hg38.knownGene	3.22.0
TxDb.Mmusculus.UCSC.mm10.knownGene	3.10.0
TxDb.Mmusculus.UCSC.mm9.knownGene	3.2.2
txdbmaker	1.8.0
tximeta	1.30.0
tximport	1.40.0
tximportData	1.40.0
tzdb	0.5.0
UCell	2.16.0
ucminf	1.2.3
UCSC.utils	1.8.0
umap	0.2.10.0
UMI4Cats	1.22.0
uncoverappLib	1.22.0
UNDO	1.54.0
unifiedWMWqPCR	1.48.0
UniProt.ws	2.52.1
uniqtag	1.0.1
Uniquorn	2.32.0
units	1.0-1
universalmotif	1.30.1
unmarked	1.5.1
updateObject	1.16.0
UPDhmm	1.8.0
upsetjs	1.11.1
UpSetR	1.4.1
urca	1.3-4
urlchecker	2.0.0
urltools	1.7.3.1
usethis	3.2.1
uSORT	1.38.0
utf8	1.2.6
utils	4.6.1
uuid	1.2-2
uwot	0.2.4
V8	8.2.0
VAExprs	1.18.0
validate	1.1.7
VAM	1.1.0
VanillaICE	1.74.0
VarCon	1.20.0
varhandle	2.0.6
variancePartition	1.42.0
VariantAnnotation	1.58.0
VariantExperiment	1.26.0
VariantFiltering	1.48.0
VariantTools	1.54.0
varSelRF	0.7-9
VaSP	1.24.0
vbmp	1.80.0
vcd	1.4-14
VCFArray	1.28.0
vcfR	1.16.0
vctrs	0.7.3
VDJdive	1.14.0
VegaMC	3.50.0
vegan	2.7-5
velociraptor	1.22.0
veloviz	1.18.0
venn	1.13
VennDetail	1.28.0
VennDiagram	1.8.2
verification	1.45
VERSO	1.22.0
VGAM	1.1-14
Vicus	0.99.0
vidger	1.32.0
VIM	7.0.0
vioplot	0.5.1
viper	1.46.0
vipor	0.4.7
viridis	0.6.5
viridisLite	0.4.3
visdat	0.6.0
ViSEAGO	1.26.0
VisiumIO	1.8.0
visiumStitched	1.4.0
visNetwork	2.1.4
vissE	1.20.0
VISTA	1.0.0
vmrseq	1.4.0
Voyager	1.14.0
VplotR	1.22.0
vroom	1.7.1
vsclust	1.14.0
vsn	3.80.0
vtpnet	0.52.0
vulcan	1.34.0
waddR	1.26.0
waiter	0.2.5.1
waldo	0.6.2
warp	0.2.3
wateRmelon	2.18.0
wavClusteR	2.46.0
waveslim	1.8.5
wavethresh	4.7.3
wavFeatExt	1.0.0
weaver	1.78.0
webbioc	1.84.0
webchem	1.3.1
webshot	0.5.5
webutils	1.2.3
weights	1.1.2
WeightSVM	1.7-16
weitrix	1.24.0
wesanderson	0.3.7
WGCNA	1.74
wheatmap	0.2.4
whisker	0.4.1
widgetTools	1.90.0
wiggleplotr	1.36.0
withr	3.0.3
wk	0.9.5
word2vec	0.4.1
wordcloud	2.6
wordcloud2	0.2.1
wpm	1.22.0
wppi	1.19.0
Wrench	1.30.0
writexl	1.5.4
WriteXLS	6.8.0
wrMisc	2.1.1
wrswoR	1.2.1
XAItest	1.4.0
xCell2	1.4.0
xcms	4.10.1
xcore	1.16.0
XDE	2.58.0
XeniumIO	1.4.0
xenLite	1.6.0
Xeva	1.28.0
xfun	0.60
xgboost	3.2.1.1
XINA	1.30.0
xmapbridge	1.70.0
XML	3.99-0.23
xml2	1.6.0
xmlparsedata	1.0.5
xopen	1.0.1
xtable	1.8-8
xts	0.14.2
XVector	0.52.0
yaImpute	1.0-36
yaml	2.3.12
yamss	1.38.0
YAPSA	1.38.0
yardstick	1.4.0
yarn	1.38.0
yeastCC	1.52.0
yeastExpData	0.58.0
yulab.utils	0.2.4
ZarrArray	1.0.1
zCompositions	1.6.2
zeallot	0.2.0
zellkonverter	1.22.0
zen4R	0.10.6
zenith	1.14.0
zFPKM	1.34.0
zigg	0.0.2
zinbwave	1.34.0
zip	3.0.1
zitools	1.6.0
zoo	1.8-15
ZygosityPredictor	1.12.0

`nw-bioc-devel`

Python: 3.14.6
R: 4.6.1
Conda/micromamba packages: 317
Pip packages: 2
R packages: 16
Description: Not described yet.

Conda/micromamba packages

Package	Version	Build	Channel
_openmp_mutex	4.5	20_gnu	conda-forge
_r-mutex	1.0.1	anacondar_1	conda-forge
adwaita-icon-theme	49.0	unix_0	conda-forge
alsa-lib	1.2.16.1	hb03c661_0	conda-forge
aom	3.14.1	pl5321h039972f_1	conda-forge
at-spi2-atk	2.38.0	h0630a04_3	conda-forge
at-spi2-core	2.40.3	h0630a04_0	conda-forge
atk-1.0	2.38.0	h04ea711_2	conda-forge
autoconf	2.72	pl5321hbb4ee43_1	conda-forge
automake	1.17	pl5321ha770c72_0	conda-forge
aws-c-auth	0.10.4	hb7a77c6_1	conda-forge
aws-c-cal	0.9.14	h2aa3ae6_4	conda-forge
aws-c-common	0.14.2	hb03c661_0	conda-forge
aws-c-compression	0.3.2	h720e601_4	conda-forge
aws-c-http	0.11.0	h38ae05a_4	conda-forge
aws-c-io	0.27.3	h6f4d18d_1	conda-forge
aws-c-s3	0.12.8	h46fcd08_1	conda-forge
aws-c-sdkutils	0.2.7	h720e601_2	conda-forge
aws-checksums	0.2.10	h720e601_4	conda-forge
binutils	2.46.1	default_h4852527_102	conda-forge
binutils_impl_linux-64	2.46.1	default_hfdba357_102	conda-forge
binutils_linux-64	2.46.1	default_h4852527_102	conda-forge
bison	3.8.2	h59595ed_0	conda-forge
blis	2.0	pthreads_h64f13e8_4	conda-forge
blosc	1.21.6	he440d0b_1	conda-forge
bwidget	1.10.1	ha770c72_1	conda-forge
bzip2	1.0.8	hda65f42_9	conda-forge
c-ares	1.34.8	hb03c661_0	conda-forge
c-compiler	1.11.0	h4d9bdce_0	conda-forge
ca-certificates	2026.7.22	hbd8a1cb_0	conda-forge
cairo	1.18.4	he90730b_1	conda-forge
cmake	4.4.1	hc85cc9f_0	conda-forge
compilers	1.11.0	ha770c72_0	conda-forge
conda-gcc-specs	14.4.0	h611768e_1	conda-forge
cuda-cudart	13.3.29	hecca717_0	conda-forge
cuda-cudart_linux-64	13.3.29	h376f20c_0	conda-forge
cuda-version	13.3	hcbadf70_3	conda-forge
curl	8.21.0	hae6b9f4_3	conda-forge
cxx-compiler	1.11.0	hfcd1e18_0	conda-forge
cyrus-sasl	2.1.28	hac629b4_1	conda-forge
dav1d	1.2.1	hd590300_0	conda-forge
dbus	1.16.2	h24cb091_1	conda-forge
epoxy	1.5.10	hb03c661_2	conda-forge
expat	2.8.1	hecca717_1	conda-forge
fftw	3.3.11	nompi_h3b011a4_100	conda-forge
flex	2.6.4	h58526e2_1004	conda-forge
font-ttf-dejavu-sans-mono	2.37	hab24e00_0	conda-forge
font-ttf-inconsolata	3.000	h77eed37_0	conda-forge
font-ttf-source-code-pro	2.038	h77eed37_0	conda-forge
font-ttf-ubuntu	0.83	h77eed37_3	conda-forge
fontconfig	2.18.2	h27c8c51_0	conda-forge
fonts-conda-ecosystem	1	0	conda-forge
fonts-conda-forge	1	hc364b38_1	conda-forge
fortran-compiler	1.11.0	h9bea470_0	conda-forge
freeglut	3.2.2	h215f996_4	conda-forge
freetype	2.14.3	ha770c72_0	conda-forge
fribidi	1.0.16	hb03c661_0	conda-forge
gcc	14.4.0	hc6a0c74_1	conda-forge
gcc_impl_linux-64	14.4.0	h9711763_1	conda-forge
gcc_linux-64	14.4.0	hc469d41_0	conda-forge
gdal	1.9.2	0	bioconda
gdk-pixbuf	2.44.7	h2b0a6b4_0	conda-forge
geos	3.14.1	h480dda7_0	conda-forge
gfortran	14.4.0	hd47ba16_1	conda-forge
gfortran_impl_linux-64	14.4.0	he75539a_1	conda-forge
gfortran_linux-64	14.4.0	h4d20c58_0	conda-forge
ghostscript	9.18	1	bioconda
giflib	5.2.2	ha257d8a_1	conda-forge
git	2.55.0	pl5321h5685339_1	conda-forge
glib-tools	2.88.3	h95f0039_0	conda-forge
glpk	4.57	0	bioconda
gmp	6.3.0	hac33072_2	conda-forge
graphite2	1.3.15	hecca717_0	conda-forge
graphviz	14.1.2	h8b86629_0	conda-forge
gsl	2.7	he838d99_0	conda-forge
gtk3	3.24.52	ha5ea40c_0	conda-forge
gts	0.7.6	h977cf35_4	conda-forge
gxx	14.4.0	hd47ba16_1	conda-forge
gxx_impl_linux-64	14.4.0	hc436dd5_1	conda-forge
gxx_linux-64	14.4.0	h82679ac_0	conda-forge
harfbuzz	14.2.1	ha770c72_1	conda-forge
hdf4	4.2.15	h2a13503_7	conda-forge
hdf5	2.1.0	nompi_h654f344_110	conda-forge
hicolor-icon-theme	0.17	ha770c72_3	conda-forge
htslib	1.24	ha79157c_0	bioconda
icu	78.3	h54a6638_2	conda-forge
imagemagick	7.1.2_27	agpl_h9fd05cd_100	conda-forge
imath	3.2.2	hde8ca8f_0	conda-forge
jags	4.3.2	h647a790_1	conda-forge
jasper	4.2.9	h1588d4d_1	conda-forge
kernel-headers_linux-64	5.14.0	he073ed8_3	conda-forge
keyutils	1.6.3	hb9d3cd8_0	conda-forge
krb5	1.22.2	hbde042b_1	conda-forge
lcms2	2.19.1	h0c24ade_1	conda-forge
ld_impl_linux-64	2.46.1	default_hbd61a6d_102	conda-forge
lerc	4.2.0	hdb68285_0	conda-forge
libabseil	20260526.0	cxx17_h7b12aa8_1	conda-forge
libaec	1.1.5	h088129d_0	conda-forge
libarchive	3.8.9	gpl_hc2c16d8_100	conda-forge
libavif16	1.4.2	h0ed3d04_3	conda-forge
libblas	3.11.0	8_h91f140b_blis	conda-forge
libbrotlicommon	1.2.0	hb03c661_1	conda-forge
libbrotlidec	1.2.0	hb03c661_1	conda-forge
libbrotlienc	1.2.0	hb03c661_1	conda-forge
libcap	2.78	hd0affe5_0	conda-forge
libcblas	3.11.0	8_h3c44731_blis	conda-forge
libcups	2.3.3	h7a8fb5f_6	conda-forge
libcurl	8.21.0	hae6b9f4_3	conda-forge
libde265	1.1.1	h171cf75_0	conda-forge
libdeflate	1.25	h17f619e_0	conda-forge
libdrm	2.4.127	hb03c661_0	conda-forge
libedit	3.1.20250104	pl5321h7949ede_0	conda-forge
libegl	1.7.0	ha4b6fd6_3	conda-forge
libegl-devel	1.7.0	ha4b6fd6_3	conda-forge
libev	4.33	hd590300_2	conda-forge
libevent	2.1.12	hf998b51_1	conda-forge
libexpat	2.8.1	hecca717_1	conda-forge
libfabric	2.6.0	ha770c72_0	conda-forge
libfabric1	2.6.0	h6b3ec72_0	conda-forge
libffi	3.5.2	h3435931_0	conda-forge
libfreetype	2.14.3	ha770c72_0	conda-forge
libfreetype6	2.14.3	h73754d4_0	conda-forge
libgcc	16.1.0	ha9f2e26_1	conda-forge
libgcc-devel_linux-64	14.4.0	hd9a9cd0_101	conda-forge
libgcc-ng	16.1.0	h69a702a_1	conda-forge
libgd	2.3.3	h5fbf134_12	conda-forge
libgfortran	16.1.0	h69a702a_1	conda-forge
libgfortran-ng	16.1.0	h69a702a_1	conda-forge
libgfortran5	16.1.0	h79bb938_1	conda-forge
libgit2	1.9.6	hc20babb_0	conda-forge
libgl	1.7.0	ha4b6fd6_3	conda-forge
libgl-devel	1.7.0	ha4b6fd6_3	conda-forge
libglib	2.88.3	h0d30a3d_0	conda-forge
libglu	9.0.3	h5888daf_1	conda-forge
libglvnd	1.7.0	ha4b6fd6_3	conda-forge
libglx	1.7.0	ha4b6fd6_3	conda-forge
libglx-devel	1.7.0	ha4b6fd6_3	conda-forge
libgomp	16.1.0	he0feb66_1	conda-forge
libharfbuzz	14.2.1	h17a8019_1	conda-forge
libharfbuzz-devel	14.2.1	h17a8019_1	conda-forge
libheif	1.23.1	gpl_h214e2e5_100	conda-forge
libhwloc	2.13.0	default_he001693_1000	conda-forge
libhwy	1.4.0	h3a9caae_0	conda-forge
libiconv	1.18	h3b78370_2	conda-forge
libjpeg-turbo	3.2.0	hb03c661_0	conda-forge
libjxl	0.12.0	h174a0a3_1	conda-forge
liblapack	3.11.0	8_h8876d29_netlib	conda-forge
libltdl	2.4.3a	h5888daf_0	conda-forge
liblzma	5.8.3	hb03c661_0	conda-forge
liblzma-devel	5.8.3	hb03c661_0	conda-forge
libmpdec	4.0.0	hb03c661_1	conda-forge
libnetcdf	4.10.1	nompi_he3e3c8e_201	conda-forge
libnghttp2	1.68.1	h877daf1_0	conda-forge
libnl	3.11.0	hb9d3cd8_0	conda-forge
libntlm	1.8	hb9d3cd8_0	conda-forge
libopenblas	0.3.34	pthreads_h94d23a6_0	conda-forge
libopengl	1.7.0	ha4b6fd6_3	conda-forge
libpciaccess	0.19	hb03c661_0	conda-forge
libpmix	5.0.8	h31fc519_4	conda-forge
libpng	1.6.58	h421ea60_0	conda-forge
libpq	18.4	hd5a49e9_1	conda-forge
libpsl	0.22.0	hf670292_3	conda-forge
libraw	0.22.2	h074291d_0	conda-forge
librsvg	2.62.3	h4c96295_0	conda-forge
libsanitizer	14.4.0	hf39dbba_1	conda-forge
libsodium	1.0.22	h280c20c_1	conda-forge
libsqlite	3.53.4	hf4e2dac_0	conda-forge
libssh2	1.11.1	hcf80075_0	conda-forge
libstdcxx	16.1.0	h934c35e_1	conda-forge
libstdcxx-devel_linux-64	14.4.0	ha5b54cb_101	conda-forge
libstdcxx-ng	16.1.0	hdf11a46_1	conda-forge
libsystemd0	261.1	h6f4a2f1_0	conda-forge
libtiff	4.7.2	h9d88235_0	conda-forge
libtool	2.5.4	h5888daf_0	conda-forge
libudev1	261.1	h6f4a2f1_0	conda-forge
libudunits2	2.2.28	h40f5838_3	conda-forge
libuuid	2.42.2	h5347b49_0	conda-forge
libuv	1.52.1	h280c20c_0	conda-forge
libwebp-base	1.6.0	hd42ef1d_0	conda-forge
libxcb	1.17.0	h8a09558_0	conda-forge
libxcrypt	4.4.36	hd590300_1	conda-forge
libxkbcommon	1.13.2	hca5e8e5_0	conda-forge
libxml2	2.15.3	h49c6c72_0	conda-forge
libxml2-16	2.15.3	hca6bf5a_0	conda-forge
libxslt	1.1.43	h711ed8c_1	conda-forge
libzip	1.11.2	h6991a6a_0	conda-forge
libzlib	1.3.2	h25fd6f3_3	conda-forge
lz4-c	1.10.0	h5888daf_1	conda-forge
lzo	2.10	h280c20c_1002	conda-forge
m4	1.4.21	hb03c661_0	conda-forge
make	4.4.1	hb9d3cd8_2	conda-forge
mariadb-connector-c	3.4.9	ha00c009_0	conda-forge
mpfr	4.2.2	he0a73b1_0	conda-forge
mpi	1.0.1	openmpi	conda-forge
ncurses	6.6	hdb14827_0	conda-forge
ninja	1.13.2	h171cf75_0	conda-forge
nspr	4.38	h29cc59b_0	conda-forge
nss	3.118	h445c969_0	conda-forge
openblas	0.3.34	pthreads_h6ec200e_0	conda-forge
openexr	3.4.13	h6de6307_2	conda-forge
openjdk	25.0.2	ha668962_0	conda-forge
openjpeg	2.5.4	h55fea9a_0	conda-forge
openjph	0.31.0	h8d634f6_0	conda-forge
openldap	2.6.13	hbde042b_0	conda-forge
openmpi	5.0.10	h67ed482_1	conda-forge
openssl	3.6.3	h35e630c_0	conda-forge
pango	1.58.0	hda50119_0	conda-forge
pcre2	10.47	haa7fec5_0	conda-forge
perl	5.32.1	7_hd590300_perl5	conda-forge
perl-archive-extract	0.88	pl5321hdfd78af_0	bioconda
perl-b-cow	0.007	pl5321hb9d3cd8_1	conda-forge
perl-base	2.23	pl5321hdfd78af_2	bioconda
perl-business-isbn	3.007	pl5321hdfd78af_0	bioconda
perl-business-isbn-data	20210112.006	pl5321hdfd78af_0	bioconda
perl-carp	1.38	pl5321hdfd78af_4	bioconda
perl-cgi	4.72	pl5321hab16a5f_0	bioconda
perl-clone	0.46	pl5321hec16e2b_0	bioconda
perl-compress-raw-bzip2	2.201	pl5321h87f3376_1	bioconda
perl-compress-raw-zlib	2.105	pl5321h87f3376_0	bioconda
perl-constant	1.33	pl5321hdfd78af_2	bioconda
perl-dbi	1.643	pl5321hec16e2b_1	bioconda
perl-encode	3.19	pl5321hec16e2b_1	bioconda
perl-encode-locale	1.05	pl5321hdfd78af_7	bioconda
perl-exporter	5.72	pl5321hdfd78af_2	bioconda
perl-extutils-makemaker	7.70	pl5321hd8ed1ab_0	conda-forge
perl-file-copy-recursive	0.45	pl5321h7b50bb2_5	bioconda
perl-file-path	2.18	pl5321hd8ed1ab_0	conda-forge
perl-file-spec	3.48_01	pl5321hdfd78af_2	bioconda
perl-file-temp	0.2304	pl5321hd8ed1ab_0	conda-forge
perl-html-parser	3.85	pl5321hc52dbad_0	bioconda
perl-html-tagset	3.24	pl5321hdfd78af_0	bioconda
perl-http-date	6.08	pl5321hdfd78af_0	bioconda
perl-http-message	7.04	pl5321hdfd78af_0	bioconda
perl-io-html	1.004	pl5321hdfd78af_0	bioconda
perl-ipc-cmd	1.04	pl5321hdfd78af_1	bioconda
perl-locale-maketext-simple	0.21	pl5321hdfd78af_3	bioconda
perl-lwp-mediatypes	6.04	pl5321hdfd78af_1	bioconda
perl-mime-base64	3.16	pl5321hec16e2b_2	bioconda
perl-module-corelist	5.20260720	pl5321hdfd78af_0	bioconda
perl-module-load	0.34	pl5321hdfd78af_0	bioconda
perl-module-load-conditional	0.74	pl5321hdfd78af_0	bioconda
perl-module-metadata	1.000039	pl5321hdfd78af_0	bioconda
perl-params-check	0.38	pl5321hdfd78af_2	bioconda
perl-parent	0.236	pl5321hdfd78af_2	bioconda
perl-test-fatal	0.016	pl5321hdfd78af_0	bioconda
perl-test-needs	0.002009	pl5321hdfd78af_0	bioconda
perl-test-nowarnings	1.06	pl5321hdfd78af_0	bioconda
perl-test-warnings	0.031	pl5321hdfd78af_0	bioconda
perl-time-local	1.35	pl5321hdfd78af_0	bioconda
perl-timedate	2.35	pl5321hdfd78af_0	bioconda
perl-try-tiny	0.31	pl5321hdfd78af_1	bioconda
perl-uri	5.35	pl5321ha770c72_0	conda-forge
perl-url-encode	0.03	pl5321h9ee0642_1	bioconda
perl-version	0.9924	pl5321hec16e2b_2	bioconda
perl-xml-namespacesupport	1.12	pl5321hdfd78af_1	bioconda
perl-xml-parser	2.44_01	pl5321hf2e2c51_1004	conda-forge
perl-xml-sax	1.02	pl5321hdfd78af_1	bioconda
perl-xml-sax-base	1.09	pl5321hdfd78af_1	bioconda
perl-xml-sax-expat	0.51	pl5321hdfd78af_4	bioconda
perl-xml-simple	2.25	pl5321hdfd78af_2	bioconda
pip	26.2	pyh145f28c_0	conda-forge
pixman	0.46.4	h54a6638_2	conda-forge
pkg-config	0.29.2	h4bc722e_1009	conda-forge
poppler	26.07.0	he594abd_3	conda-forge
poppler-data	0.4.12	hd8ed1ab_0	conda-forge
proj	9.8.1	he0df7b0_0	conda-forge
protobuf	7.35.1	py314h8f612e1_1	conda-forge
pthread-stubs	0.4	hb9d3cd8_1002	conda-forge
python	3.14.6	habeac84_101_cp314	conda-forge
python_abi	3.14	8_cp314	conda-forge
r-base	4.6.1	h502d0c9_1	conda-forge
rav1e	0.8.1	h1fbca29_0	conda-forge
rdma-core	63.0	h192683f_1	conda-forge
readline	8.3	h853b02a_0	conda-forge
rhash	1.4.6	hb9d3cd8_1	conda-forge
rust	1.97.1	h53717f1_0	conda-forge
rust-std-x86_64-unknown-linux-gnu	1.97.1	h2c6d0dc_0	conda-forge
s2n	1.7.5	h7e3ee7f_1	conda-forge
sed	4.10	h19d0853_0	conda-forge
snappy	1.2.2	h03e3b7b_1	conda-forge
sqlite	3.53.4	h04a0ce9_0	conda-forge
svt-av1	4.2.0	hecca717_0	conda-forge
sysroot_linux-64	2.34	h087de78_3	conda-forge
tk	8.6.13	noxft_hd70dff1_3	conda-forge
tktable	2.10	h5a7a40f_8	conda-forge
tzdata	2026c	h151e31d_0	conda-forge
ucc	1.8.0	h2521932_0	conda-forge
ucx	1.20.1	hf72d326_0	conda-forge
udunits2	2.2.28	h40f5838_3	conda-forge
wayland	1.26.0	hd6090a7_0	conda-forge
x265	3.5	h924138e_3	conda-forge
xkeyboard-config	2.48	h280c20c_0	conda-forge
xorg-libice	1.1.2	hb9d3cd8_0	conda-forge
xorg-libsm	1.2.6	he73a12e_0	conda-forge
xorg-libx11	1.8.13	he1eb515_0	conda-forge
xorg-libxau	1.0.12	hb03c661_1	conda-forge
xorg-libxcomposite	0.4.7	hb03c661_0	conda-forge
xorg-libxcursor	1.2.3	hb9d3cd8_0	conda-forge
xorg-libxdamage	1.1.6	hb9d3cd8_0	conda-forge
xorg-libxdmcp	1.1.5	hb03c661_1	conda-forge
xorg-libxext	1.3.7	hb03c661_0	conda-forge
xorg-libxfixes	6.0.2	hb03c661_0	conda-forge
xorg-libxi	1.8.3	hb03c661_0	conda-forge
xorg-libxinerama	1.1.6	hecca717_0	conda-forge
xorg-libxrandr	1.5.5	hb03c661_0	conda-forge
xorg-libxrender	0.9.12	hb9d3cd8_0	conda-forge
xorg-libxscrnsaver	1.2.4	hb9d3cd8_0	conda-forge
xorg-libxt	1.3.1	hb9d3cd8_0	conda-forge
xorg-libxtst	1.2.5	hb9d3cd8_3	conda-forge
xorg-libxxf86vm	1.1.7	hb03c661_0	conda-forge
xorg-xorgproto	2025.1	hb03c661_0	conda-forge
xz	5.8.3	ha02ee65_0	conda-forge
xz-gpl-tools	5.8.3	ha02ee65_0	conda-forge
xz-tools	5.8.3	hb03c661_0	conda-forge
zeromq	4.3.5	h09e67af_11	conda-forge
zlib	1.3.2	h25fd6f3_3	conda-forge
zstd	1.5.7	hb78ec9c_6	conda-forge

Pip packages

Package	Version
pip	26.2
protobuf	7.35.1

R packages

Package	Version
base	4.6.1
BiocManager	1.30.27
BiocVersion	3.24.0
compiler	4.6.1
datasets	4.6.1
graphics	4.6.1
grDevices	4.6.1
grid	4.6.1
methods	4.6.1
parallel	4.6.1
splines	4.6.1
stats	4.6.1
stats4	4.6.1
tcltk	4.6.1
tools	4.6.1
utils	4.6.1

`nw-geneformer`

Python: 3.11.15
R: not installed
Conda/micromamba packages: 159
Pip packages: 136
R packages: 0
Description: Geneformer and transformer-based genomics workflows, including model inference and downstream analysis.

Conda/micromamba packages

Package	Version	Build	Channel
_openmp_mutex	4.5	20_gnu	conda-forge
absl-py	2.4.0	pypi_0	pypi
accelerate	1.13.0	pypi_0	pypi
accumulation_tree	0.6.4	pypi_0	pypi
aiohappyeyeballs	2.6.1	pypi_0	pypi
aiohttp	3.13.5	pypi_0	pypi
aiosignal	1.4.0	pypi_0	pypi
alembic	1.18.4	pypi_0	pypi
anndata	0.12.11	pypi_0	pypi
annotated-doc	0.0.4	pypi_0	pypi
anyio	4.13.0	pypi_0	pypi
array-api-compat	1.14.0	pypi_0	pypi
attrs	26.1.0	pypi_0	pypi
bitsandbytes	0.49.2	pypi_0	pypi
bzip2	1.0.8	hda65f42_9	conda-forge
ca-certificates	2026.4.22	hbd8a1cb_0	conda-forge
certifi	2026.4.22	pypi_0	pypi
charset-normalizer	3.4.7	pypi_0	pypi
click	8.3.3	pypi_0	pypi
colorlog	6.10.1	pypi_0	pypi
contourpy	1.3.3	pypi_0	pypi
cuda-bindings	13.2.0	pypi_0	pypi
cuda-pathfinder	1.5.4	pypi_0	pypi
cuda-toolkit	13.0.2	pypi_0	pypi
cycler	0.12.1	pypi_0	pypi
datasets	4.8.5	pypi_0	pypi
dill	0.4.1	pypi_0	pypi
donfig	0.8.1.post1	pypi_0	pypi
filelock	3.29.0	pypi_0	pypi
fonttools	4.62.1	pypi_0	pypi
frozenlist	1.8.0	pypi_0	pypi
fsspec	2026.2.0	pypi_0	pypi
geneformer	0.1.0	pypi_0	pypi
google-crc32c	1.8.0	pypi_0	pypi
greenlet	3.5.0	pypi_0	pypi
grpcio	1.80.0	pypi_0	pypi
h11	0.16.0	pypi_0	pypi
h5py	3.16.0	pypi_0	pypi
hf-xet	1.4.3	pypi_0	pypi
httpcore	1.0.9	pypi_0	pypi
httpx	0.28.1	pypi_0	pypi
huggingface_hub	0.36.2	pypi_0	pypi
icu	78.3	h33c6efd_0	conda-forge
idna	3.13	pypi_0	pypi
Jinja2	3.1.6	pypi_0	pypi
joblib	1.5.3	pypi_0	pypi
jsonschema	4.26.0	pypi_0	pypi
jsonschema-specifications	2025.9.1	pypi_0	pypi
kiwisolver	1.5.0	pypi_0	pypi
ld_impl_linux-64	2.45.1	default_hbd61a6d_102	conda-forge
legacy-api-wrap	1.5	pypi_0	pypi
libexpat	2.7.5	hecca717_0	conda-forge
libffi	3.5.2	h3435931_0	conda-forge
libgcc	15.2.0	he0feb66_18	conda-forge
libgcc-ng	15.2.0	h69a702a_18	conda-forge
libgomp	15.2.0	he0feb66_18	conda-forge
liblzma	5.8.3	hb03c661_0	conda-forge
libnsl	2.0.1	hb9d3cd8_1	conda-forge
libsqlite	3.53.0	hf4e2dac_0	conda-forge
libstdcxx	15.2.0	h934c35e_18	conda-forge
libuuid	2.42	h5347b49_0	conda-forge
libxcrypt	4.4.36	hd590300_1	conda-forge
libzlib	1.3.2	h25fd6f3_2	conda-forge
llvmlite	0.47.0	pypi_0	pypi
loompy	3.0.8	pypi_0	pypi
Mako	1.3.11	pypi_0	pypi
Markdown	3.10.2	pypi_0	pypi
markdown-it-py	4.0.0	pypi_0	pypi
MarkupSafe	3.0.3	pypi_0	pypi
matplotlib	3.10.9	pypi_0	pypi
mdurl	0.1.2	pypi_0	pypi
mpmath	1.3.0	pypi_0	pypi
msgpack	1.1.2	pypi_0	pypi
multidict	6.7.1	pypi_0	pypi
multiprocess	0.70.19	pypi_0	pypi
natsort	8.4.0	pypi_0	pypi
ncurses	6.5	h2d0b736_3	conda-forge
networkx	3.6.1	pypi_0	pypi
numba	0.65.1	pypi_0	pypi
numcodecs	0.16.5	pypi_0	pypi
numpy	2.4.4	pypi_0	pypi
numpy-groupies	0.11.3	pypi_0	pypi
nvidia-cublas	13.1.0.3	pypi_0	pypi
nvidia-cuda-cupti	13.0.85	pypi_0	pypi
nvidia-cuda-nvrtc	13.0.88	pypi_0	pypi
nvidia-cuda-runtime	13.0.96	pypi_0	pypi
nvidia-cudnn-cu13	9.19.0.56	pypi_0	pypi
nvidia-cufft	12.0.0.61	pypi_0	pypi
nvidia-cufile	1.15.1.6	pypi_0	pypi
nvidia-curand	10.4.0.35	pypi_0	pypi
nvidia-cusolver	12.0.4.66	pypi_0	pypi
nvidia-cusparse	12.6.3.3	pypi_0	pypi
nvidia-cusparselt-cu13	0.8.0	pypi_0	pypi
nvidia-nccl-cu13	2.28.9	pypi_0	pypi
nvidia-nvjitlink	13.0.88	pypi_0	pypi
nvidia-nvshmem-cu13	3.4.5	pypi_0	pypi
nvidia-nvtx	13.0.85	pypi_0	pypi
openssl	3.6.2	h35e630c_0	conda-forge
optuna	4.8.0	pypi_0	pypi
optuna-integration	4.8.0	pypi_0	pypi
packaging	26.2	pyhc364b38_0	conda-forge
pandas	2.3.3	pypi_0	pypi
patsy	1.0.2	pypi_0	pypi
peft	0.19.1	pypi_0	pypi
pillow	12.2.0	pypi_0	pypi
pip	26.0.1	pyh8b19718_0	conda-forge
propcache	0.4.1	pypi_0	pypi
protobuf	7.34.1	pypi_0	pypi
psutil	7.2.2	pypi_0	pypi
pyarrow	24.0.0	pypi_0	pypi
Pygments	2.20.0	pypi_0	pypi
pynndescent	0.6.0	pypi_0	pypi
pyparsing	3.3.2	pypi_0	pypi
python	3.11.15	hd63d673_0_cpython	conda-forge
python-dateutil	2.9.0.post0	pypi_0	pypi
pytz	2026.1.post1	pypi_0	pypi
pyudorandom	1.0.0	pypi_0	pypi
PyYAML	6.0.3	pypi_0	pypi
ray	2.55.1	pypi_0	pypi
readline	8.3	h853b02a_0	conda-forge
referencing	0.37.0	pypi_0	pypi
regex	2026.4.4	pypi_0	pypi
requests	2.33.1	pypi_0	pypi
rich	15.0.0	pypi_0	pypi
rpds-py	0.30.0	pypi_0	pypi
safetensors	0.7.0	pypi_0	pypi
scanpy	1.11.5	pypi_0	pypi
scikit-learn	1.8.0	pypi_0	pypi
scipy	1.17.1	pypi_0	pypi
scverse-misc	0.0.3	pypi_0	pypi
seaborn	0.13.2	pypi_0	pypi
session-info2	0.4.1	pypi_0	pypi
setuptools	82.0.1	pyh332efcf_0	conda-forge
shellingham	1.5.4	pypi_0	pypi
six	1.17.0	pypi_0	pypi
SQLAlchemy	2.0.49	pypi_0	pypi
statsmodels	0.14.6	pypi_0	pypi
sympy	1.14.0	pypi_0	pypi
tdigest	0.5.2.2	pypi_0	pypi
tensorboard	2.20.0	pypi_0	pypi
tensorboard-data-server	0.7.2	pypi_0	pypi
threadpoolctl	3.6.0	pypi_0	pypi
tk	8.6.13	noxft_h366c992_103	conda-forge
tokenizers	0.19.1	pypi_0	pypi
torch	2.11.0	pypi_0	pypi
tqdm	4.67.3	pypi_0	pypi
transformers	4.44.2	pypi_0	pypi
triton	3.6.0	pypi_0	pypi
typer	0.25.0	pypi_0	pypi
typing_extensions	4.15.0	pypi_0	pypi
tzdata	2025c	hc9c84f9_1	conda-forge
umap-learn	0.5.12	pypi_0	pypi
urllib3	2.6.3	pypi_0	pypi
Werkzeug	3.1.8	pypi_0	pypi
wheel	0.47.0	pyhd8ed1ab_0	conda-forge
xxhash	3.7.0	pypi_0	pypi
yarl	1.23.0	pypi_0	pypi
zarr	3.1.6	pypi_0	pypi
zstd	1.5.7	hb78ec9c_6	conda-forge

Pip packages

Package	Version
absl-py	2.4.0
accelerate	1.13.0
accumulation_tree	0.6.4
aiohappyeyeballs	2.6.1
aiohttp	3.13.5
aiosignal	1.4.0
alembic	1.18.4
anndata	0.12.11
annotated-doc	0.0.4
anyio	4.13.0
array-api-compat	1.14.0
attrs	26.1.0
bitsandbytes	0.49.2
certifi	2026.4.22
charset-normalizer	3.4.7
click	8.3.3
colorlog	6.10.1
contourpy	1.3.3
cuda-bindings	13.2.0
cuda-pathfinder	1.5.4
cuda-toolkit	13.0.2
cycler	0.12.1
datasets	4.8.5
dill	0.4.1
donfig	0.8.1.post1
filelock	3.29.0
fonttools	4.62.1
frozenlist	1.8.0
fsspec	2026.2.0
geneformer	0.1.0
google-crc32c	1.8.0
greenlet	3.5.0
grpcio	1.80.0
h11	0.16.0
h5py	3.16.0
hf-xet	1.4.3
httpcore	1.0.9
httpx	0.28.1
huggingface_hub	0.36.2
idna	3.13
Jinja2	3.1.6
joblib	1.5.3
jsonschema	4.26.0
jsonschema-specifications	2025.9.1
kiwisolver	1.5.0
legacy-api-wrap	1.5
llvmlite	0.47.0
loompy	3.0.8
Mako	1.3.11
Markdown	3.10.2
markdown-it-py	4.0.0
MarkupSafe	3.0.3
matplotlib	3.10.9
mdurl	0.1.2
mpmath	1.3.0
msgpack	1.1.2
multidict	6.7.1
multiprocess	0.70.19
natsort	8.4.0
networkx	3.6.1
numba	0.65.1
numcodecs	0.16.5
numpy	2.4.4
numpy-groupies	0.11.3
nvidia-cublas	13.1.0.3
nvidia-cuda-cupti	13.0.85
nvidia-cuda-nvrtc	13.0.88
nvidia-cuda-runtime	13.0.96
nvidia-cudnn-cu13	9.19.0.56
nvidia-cufft	12.0.0.61
nvidia-cufile	1.15.1.6
nvidia-curand	10.4.0.35
nvidia-cusolver	12.0.4.66
nvidia-cusparse	12.6.3.3
nvidia-cusparselt-cu13	0.8.0
nvidia-nccl-cu13	2.28.9
nvidia-nvjitlink	13.0.88
nvidia-nvshmem-cu13	3.4.5
nvidia-nvtx	13.0.85
optuna	4.8.0
optuna-integration	4.8.0
packaging	26.2
pandas	2.3.3
patsy	1.0.2
peft	0.19.1
pillow	12.2.0
pip	26.0.1
propcache	0.4.1
protobuf	7.34.1
psutil	7.2.2
pyarrow	24.0.0
Pygments	2.20.0
pynndescent	0.6.0
pyparsing	3.3.2
python-dateutil	2.9.0.post0
pytz	2026.1.post1
pyudorandom	1.0.0
PyYAML	6.0.3
ray	2.55.1
referencing	0.37.0
regex	2026.4.4
requests	2.33.1
rich	15.0.0
rpds-py	0.30.0
safetensors	0.7.0
scanpy	1.11.5
scikit-learn	1.8.0
scipy	1.17.1
scverse-misc	0.0.3
seaborn	0.13.2
session-info2	0.4.1
setuptools	81.0.0
shellingham	1.5.4
six	1.17.0
SQLAlchemy	2.0.49
statsmodels	0.14.6
sympy	1.14.0
tdigest	0.5.2.2
tensorboard	2.20.0
tensorboard-data-server	0.7.2
threadpoolctl	3.6.0
tokenizers	0.19.1
torch	2.11.0
tqdm	4.67.3
transformers	4.44.2
triton	3.6.0
typer	0.25.0
typing_extensions	4.15.0
tzdata	2026.2
umap-learn	0.5.12
urllib3	2.6.3
Werkzeug	3.1.8
wheel	0.47.0
xxhash	3.7.0
yarl	1.23.0
zarr	3.1.6

R packages

No packages found in this inventory.

`nw-huggingface`

Python: 3.11.15
R: not installed
Conda/micromamba packages: 197
Pip packages: 163
R packages: 0
Description: Not described yet.

Conda/micromamba packages

Package	Version	Build	Channel
_openmp_mutex	4.5	20_gnu	conda-forge
accelerate	1.13.0	pypi_0	pypi
aiohappyeyeballs	2.6.1	pypi_0	pypi
aiohttp	3.13.5	pypi_0	pypi
aiosignal	1.4.0	pypi_0	pypi
annotated-doc	0.0.4	pypi_0	pypi
anyio	4.14.2	pyhcf101f3_0	conda-forge
argon2-cffi	25.1.0	pyhd8ed1ab_0	conda-forge
argon2-cffi-bindings	25.1.0	py311h49ec1c0_2	conda-forge
arrow	1.4.0	pyhcf101f3_0	conda-forge
asttokens	3.0.2	pyhd8ed1ab_0	conda-forge
async-lru	2.3.0	pyhcf101f3_0	conda-forge
attrs	26.1.0	pyhcf101f3_0	conda-forge
babel	2.18.0	pyhcf101f3_1	conda-forge
backports.zstd	1.6.0	py311h6b1f9c4_0	conda-forge
beautifulsoup4	4.15.0	pyha770c72_0	conda-forge
bleach	6.4.0	pyhcf101f3_0	conda-forge
bleach-with-css	6.4.0	hac0b51c_0	conda-forge
brotli-python	1.2.0	py311h66f275b_1	conda-forge
bzip2	1.0.8	hda65f42_9	conda-forge
ca-certificates	2026.4.22	hbd8a1cb_0	conda-forge
cached_property	1.5.2	pyha770c72_2	conda-forge
cached-property	1.5.2	hd8ed1ab_2	conda-forge
certifi	2026.6.17	pyhd8ed1ab_0	conda-forge
cffi	2.1.0	py311h03d9500_0	conda-forge
charset-normalizer	3.4.9	pyhd8ed1ab_0	conda-forge
click	8.3.3	pypi_0	pypi
comm	0.2.3	pyhe01879c_0	conda-forge
cuda-bindings	13.2.0	pypi_0	pypi
cuda-pathfinder	1.5.4	pypi_0	pypi
cuda-toolkit	13.0.2	pypi_0	pypi
datasets	4.8.5	pypi_0	pypi
debugpy	1.8.21	py311hc665b79_0	conda-forge
decorator	5.3.1	pyhd8ed1ab_0	conda-forge
defusedxml	0.7.1	pyhd8ed1ab_0	conda-forge
dill	0.4.1	pypi_0	pypi
einops	0.8.2	pyhd8ed1ab_0	conda-forge
exceptiongroup	1.3.1	pyhd8ed1ab_0	conda-forge
executing	2.2.1	pyhd8ed1ab_0	conda-forge
filelock	3.29.0	pypi_0	pypi
fqdn	1.5.1	pyhd8ed1ab_1	conda-forge
frozenlist	1.8.0	pypi_0	pypi
fsspec	2026.2.0	pypi_0	pypi
h11	0.16.0	pyhcf101f3_1	conda-forge
h2	4.3.0	pyhcf101f3_0	conda-forge
hf-xet	1.5.0	pypi_0	pypi
hpack	4.2.0	pyhd8ed1ab_0	conda-forge
httpcore	1.0.9	pyh29332c3_0	conda-forge
httpx	0.28.1	pyhd8ed1ab_0	conda-forge
huggingface_hub	1.14.0	pypi_0	pypi
hyperframe	6.1.0	pyhd8ed1ab_0	conda-forge
idna	3.18	pyhcf101f3_0	conda-forge
importlib-metadata	9.0.0	pyhcf101f3_0	conda-forge
ipykernel	7.3.0	pyha191276_0	conda-forge
ipython	9.15.0	pyh53cf698_0	conda-forge
ipython_pygments_lexers	1.1.1	pyhd8ed1ab_0	conda-forge
isoduration	20.11.0	pyhd8ed1ab_1	conda-forge
jedi	0.20.0	pyhcf101f3_0	conda-forge
jinja2	3.1.6	pyhcf101f3_1	conda-forge
json5	0.15.0	pyhd8ed1ab_0	conda-forge
jsonpointer	3.1.1	pyhcf101f3_0	conda-forge
jsonschema	4.26.0	pyhcf101f3_0	conda-forge
jsonschema-specifications	2025.9.1	pyhcf101f3_0	conda-forge
jsonschema-with-format-nongpl	4.26.0	hcf101f3_0	conda-forge
jupyter_client	8.9.1	pyhcf101f3_0	conda-forge
jupyter_core	5.9.1	pyhc90fa1f_0	conda-forge
jupyter_events	0.12.1	pyhcf101f3_0	conda-forge
jupyter_server	2.20.0	pyhcf101f3_0	conda-forge
jupyter_server_terminals	0.5.4	pyhcf101f3_0	conda-forge
jupyter-builder	1.1.0	pyhcf101f3_0	conda-forge
jupyter-lsp	2.3.1	pyhcf101f3_0	conda-forge
jupyterlab	4.6.1	pyhd8ed1ab_0	conda-forge
jupyterlab_pygments	0.3.0	pyhd8ed1ab_2	conda-forge
jupyterlab_server	2.28.0	pyhcf101f3_0	conda-forge
keyutils	1.6.3	hb9d3cd8_0	conda-forge
krb5	1.22.2	hbde042b_1	conda-forge
lark	1.3.1	pyhd8ed1ab_0	conda-forge
ld_impl_linux-64	2.45.1	default_hbd61a6d_102	conda-forge
libedit	3.1.20250104	pl5321h7949ede_0	conda-forge
libexpat	2.8.0	hecca717_0	conda-forge
libffi	3.5.2	h3435931_0	conda-forge
libgcc	15.2.0	he0feb66_19	conda-forge
libgcc-ng	15.2.0	h69a702a_19	conda-forge
libgomp	15.2.0	he0feb66_19	conda-forge
liblzma	5.8.3	hb03c661_0	conda-forge
libnsl	2.0.1	hb9d3cd8_1	conda-forge
libsodium	1.0.22	h280c20c_1	conda-forge
libsqlite	3.53.1	h0c1763c_0	conda-forge
libstdcxx	15.2.0	h934c35e_19	conda-forge
libuuid	2.42	h5347b49_0	conda-forge
libxcrypt	4.4.36	hd590300_1	conda-forge
libzlib	1.3.2	h25fd6f3_2	conda-forge
markdown-it-py	4.2.0	pypi_0	pypi
markupsafe	3.0.3	py311h3778330_1	conda-forge
matplotlib-inline	0.2.2	pyhd8ed1ab_0	conda-forge
mdurl	0.1.2	pypi_0	pypi
mistune	3.3.3	pyhcf101f3_0	conda-forge
mpmath	1.3.0	pypi_0	pypi
multidict	6.7.1	pypi_0	pypi
multiprocess	0.70.19	pypi_0	pypi
nbclient	0.11.0	pyhd8ed1ab_0	conda-forge
nbconvert-core	7.17.1	pyhcf101f3_0	conda-forge
nbformat	5.10.4	pyhd8ed1ab_1	conda-forge
ncurses	6.6	hdb14827_0	conda-forge
nest-asyncio2	1.7.2	pyhcf101f3_0	conda-forge
networkx	3.6.1	pypi_0	pypi
notebook-shim	0.2.4	pyhd8ed1ab_1	conda-forge
numpy	2.4.4	pypi_0	pypi
nvidia-cublas	13.1.1.3	pypi_0	pypi
nvidia-cuda-cupti	13.0.85	pypi_0	pypi
nvidia-cuda-nvrtc	13.0.88	pypi_0	pypi
nvidia-cuda-runtime	13.0.96	pypi_0	pypi
nvidia-cudnn-cu13	9.20.0.48	pypi_0	pypi
nvidia-cufft	12.0.0.61	pypi_0	pypi
nvidia-cufile	1.15.1.6	pypi_0	pypi
nvidia-curand	10.4.0.35	pypi_0	pypi
nvidia-cusolver	12.0.4.66	pypi_0	pypi
nvidia-cusparse	12.6.3.3	pypi_0	pypi
nvidia-cusparselt-cu13	0.8.1	pypi_0	pypi
nvidia-nccl-cu13	2.29.7	pypi_0	pypi
nvidia-nvjitlink	13.0.88	pypi_0	pypi
nvidia-nvshmem-cu13	3.4.5	pypi_0	pypi
nvidia-nvtx	13.0.85	pypi_0	pypi
openssl	3.6.2	h35e630c_0	conda-forge
overrides	7.7.0	pyhd8ed1ab_1	conda-forge
packaging	26.2	pyhc364b38_0	conda-forge
pandas	3.0.3	pypi_0	pypi
pandocfilters	1.5.0	pyhd8ed1ab_0	conda-forge
parso	0.8.7	pyhcf101f3_0	conda-forge
pexpect	4.9.0	pyhd8ed1ab_1	conda-forge
pip	26.1.1	pyh8b19718_0	conda-forge
platformdirs	4.10.0	pyhcf101f3_0	conda-forge
prometheus_client	0.25.0	pyhd8ed1ab_0	conda-forge
prompt-toolkit	3.0.52	pyha770c72_0	conda-forge
propcache	0.5.2	pypi_0	pypi
psutil	7.2.2	py311haee01d2_0	conda-forge
ptyprocess	0.7.0	pyhd8ed1ab_1	conda-forge
pure_eval	0.2.3	pyhd8ed1ab_1	conda-forge
pyarrow	24.0.0	pypi_0	pypi
pycparser	3.0	pyhcf101f3_0	conda-forge
pygments	2.20.0	pyhd8ed1ab_0	conda-forge
pysocks	1.7.1	pyha55dd90_7	conda-forge
python	3.11.15	hd63d673_0_cpython	conda-forge
python_abi	3.11	8_cp311	conda-forge
python-dateutil	2.9.0.post0	pyhe01879c_2	conda-forge
python-fastjsonschema	2.21.2	pyhe01879c_0	conda-forge
python-json-logger	4.1.0	pyhd8ed1ab_0	conda-forge
python-tzdata	2026.3	pyhd8ed1ab_0	conda-forge
pyyaml	6.0.3	py311h3778330_1	conda-forge
pyzmq	27.1.0	py311hca8cfc1_3	conda-forge
readline	8.3	h853b02a_0	conda-forge
referencing	0.37.0	pyhcf101f3_0	conda-forge
regex	2026.5.9	pypi_0	pypi
requests	2.34.2	pyhcf101f3_0	conda-forge
rfc3339-validator	0.1.4	pyhd8ed1ab_1	conda-forge
rfc3986-validator	0.1.1	pyh9f0ad1d_0	conda-forge
rfc3987-syntax	1.1.0	pyhe01879c_1	conda-forge
rich	15.0.0	pypi_0	pypi
rpds-py	2026.6.3	py311h1baac5b_0	conda-forge
safetensors	0.7.0	pypi_0	pypi
send2trash	2.1.0	pyha191276_1	conda-forge
setuptools	82.0.1	pyh332efcf_0	conda-forge
shellingham	1.5.4	pypi_0	pypi
six	1.17.0	pyhe01879c_1	conda-forge
sniffio	1.3.1	pyhd8ed1ab_2	conda-forge
soupsieve	2.8.4	pyhd8ed1ab_0	conda-forge
stack_data	0.6.3	pyhd8ed1ab_1	conda-forge
sympy	1.14.0	pypi_0	pypi
terminado	0.18.1	pyhc90fa1f_1	conda-forge
tinycss2	1.4.0	pyhd8ed1ab_0	conda-forge
tk	8.6.13	noxft_h366c992_103	conda-forge
tokenizers	0.22.2	pypi_0	pypi
tomli	2.4.1	pyhcf101f3_0	conda-forge
torch	2.12.0	pypi_0	pypi
tornado	6.5.7	py311h49ec1c0_0	conda-forge
tqdm	4.67.3	pypi_0	pypi
traitlets	5.15.1	pyhcf101f3_0	conda-forge
transformers	5.8.1	pypi_0	pypi
triton	3.7.0	pypi_0	pypi
typer	0.25.1	pypi_0	pypi
typing_extensions	4.16.0	pyhcf101f3_0	conda-forge
typing_utils	0.1.0	pyhd8ed1ab_1	conda-forge
typing-extensions	4.16.0	h69aa097_0	conda-forge
tzdata	2025c	hc9c84f9_1	conda-forge
uri-template	1.3.0	pyhd8ed1ab_1	conda-forge
urllib3	2.7.0	pyhd8ed1ab_0	conda-forge
wcwidth	0.8.2	pyhd8ed1ab_0	conda-forge
webcolors	25.10.0	pyhd8ed1ab_0	conda-forge
webencodings	0.5.1	pyhd8ed1ab_3	conda-forge
websocket-client	1.9.0	pyhd8ed1ab_0	conda-forge
wheel	0.47.0	pyhd8ed1ab_0	conda-forge
xxhash	3.7.0	pypi_0	pypi
yaml	0.2.5	h280c20c_3	conda-forge
yarl	1.23.0	pypi_0	pypi
zeromq	4.3.5	h09e67af_11	conda-forge
zipp	4.1.0	pyhcf101f3_0	conda-forge
zstd	1.5.7	hb78ec9c_6	conda-forge

Pip packages

Package	Version
accelerate	1.13.0
aiohappyeyeballs	2.6.1
aiohttp	3.13.5
aiosignal	1.4.0
annotated-doc	0.0.4
anyio	4.13.0
argon2-cffi	25.1.0
argon2-cffi-bindings	25.1.0
arrow	1.4.0
asttokens	3.0.2
async-lru	2.3.0
attrs	26.1.0
babel	2.18.0
backports.zstd	1.6.0
beautifulsoup4	4.15.0
bleach	6.4.0
Brotli	1.2.0
cached-property	1.5.2
certifi	2026.4.22
cffi	2.1.0
charset-normalizer	3.4.7
click	8.3.3
comm	0.2.3
cuda-bindings	13.2.0
cuda-pathfinder	1.5.4
cuda-toolkit	13.0.2
datasets	4.8.5
debugpy	1.8.21
decorator	5.3.1
defusedxml	0.7.1
dill	0.4.1
einops	0.8.2
exceptiongroup	1.3.1
executing	2.2.1
fastjsonschema	2.21.2
filelock	3.29.0
fqdn	1.5.1
frozenlist	1.8.0
fsspec	2026.2.0
h11	0.16.0
h2	4.3.0
hf-xet	1.5.0
hpack	4.2.0
httpcore	1.0.9
httpx	0.28.1
huggingface_hub	1.14.0
hyperframe	6.1.0
idna	3.15
importlib_metadata	9.0.0
ipykernel	7.3.0
ipython	9.15.0
ipython_pygments_lexers	1.1.1
isoduration	20.11.0
jedi	0.20.0
Jinja2	3.1.6
json5	0.15.0
jsonpointer	3.1.1
jsonschema	4.26.0
jsonschema-specifications	2025.9.1
jupyter_builder	1.1.0
jupyter_client	8.9.1
jupyter_core	5.9.1
jupyter_server	2.20.0
jupyter_server_terminals	0.5.4
jupyter-events	0.12.1
jupyter-lsp	2.3.1
jupyterlab	4.6.1
jupyterlab_pygments	0.3.0
jupyterlab_server	2.28.0
lark	1.3.1
markdown-it-py	4.2.0
MarkupSafe	3.0.3
matplotlib-inline	0.2.2
mdurl	0.1.2
mistune	3.3.3
mpmath	1.3.0
multidict	6.7.1
multiprocess	0.70.19
nbclient	0.11.0
nbconvert	7.17.1
nbformat	5.10.4
nest-asyncio2	1.7.2
networkx	3.6.1
notebook_shim	0.2.4
numpy	2.4.4
nvidia-cublas	13.1.1.3
nvidia-cuda-cupti	13.0.85
nvidia-cuda-nvrtc	13.0.88
nvidia-cuda-runtime	13.0.96
nvidia-cudnn-cu13	9.20.0.48
nvidia-cufft	12.0.0.61
nvidia-cufile	1.15.1.6
nvidia-curand	10.4.0.35
nvidia-cusolver	12.0.4.66
nvidia-cusparse	12.6.3.3
nvidia-cusparselt-cu13	0.8.1
nvidia-nccl-cu13	2.29.7
nvidia-nvjitlink	13.0.88
nvidia-nvshmem-cu13	3.4.5
nvidia-nvtx	13.0.85
overrides	7.7.0
packaging	26.2
pandas	3.0.3
pandocfilters	1.5.0
parso	0.8.7
pexpect	4.9.0
pip	26.1.1
platformdirs	4.10.0
prometheus_client	0.25.0
prompt_toolkit	3.0.52
propcache	0.5.2
psutil	7.2.2
ptyprocess	0.7.0
pure_eval	0.2.3
pyarrow	24.0.0
pycparser	3.0
Pygments	2.20.0
PySocks	1.7.1
python-dateutil	2.9.0.post0
python-json-logger	4.1.0
PyYAML	6.0.3
pyzmq	27.1.0
referencing	0.37.0
regex	2026.5.9
requests	2.34.1
rfc3339_validator	0.1.4
rfc3986-validator	0.1.1
rfc3987-syntax	1.1.0
rich	15.0.0
rpds-py	2026.6.3
safetensors	0.7.0
Send2Trash	2.1.0
setuptools	81.0.0
shellingham	1.5.4
six	1.17.0
sniffio	1.3.1
soupsieve	2.8.4
stack_data	0.6.3
sympy	1.14.0
terminado	0.18.1
tinycss2	1.4.0
tokenizers	0.22.2
tomli	2.4.1
torch	2.12.0
tornado	6.5.7
tqdm	4.67.3
traitlets	5.15.1
transformers	5.8.1
triton	3.7.0
typer	0.25.1
typing_extensions	4.15.0
typing_utils	0.1.0
tzdata	2026.3
uri-template	1.3.0
urllib3	2.7.0
wcwidth	0.8.2
webcolors	25.10.0
webencodings	0.5.1
websocket-client	1.9.0
wheel	0.47.0
xxhash	3.7.0
yarl	1.23.0
zipp	4.1.0

R packages

No packages found in this inventory.

`nw-pyTDC`

Python: 3.11.15
R: not installed
Conda/micromamba packages: 248
Pip packages: 213
R packages: 0
Description: Therapeutics Data Commons workflows for drug discovery, molecular property prediction, and benchmark datasets.

Conda/micromamba packages

Package	Version	Build	Channel
_openmp_mutex	4.5	20_gnu	conda-forge
accelerate	0.33.0	pypi_0	pypi
aiobotocore	2.26.0	pypi_0	pypi
aiohappyeyeballs	2.6.1	pypi_0	pypi
aiohttp	3.13.5	pypi_0	pypi
aioitertools	0.13.0	pypi_0	pypi
aiosignal	1.4.0	pypi_0	pypi
anndata	0.12.10	pypi_0	pypi
annotated-types	0.7.0	pypi_0	pypi
anyio	4.13.0	pyhcf101f3_0	conda-forge
argon2-cffi	25.1.0	pyhd8ed1ab_0	conda-forge
argon2-cffi-bindings	25.1.0	py311h49ec1c0_2	conda-forge
array-api-compat	1.14.0	pypi_0	pypi
arrow	1.4.0	pyhcf101f3_0	conda-forge
asttokens	3.0.1	pyhd8ed1ab_0	conda-forge
async-lru	2.3.0	pyhcf101f3_0	conda-forge
attrs	26.1.0	pyhcf101f3_0	conda-forge
babel	2.18.0	pyhcf101f3_1	conda-forge
backports.zstd	1.3.0	py311h6b1f9c4_0	conda-forge
beautifulsoup4	4.14.3	pyha770c72_0	conda-forge
bleach	6.3.0	pyhcf101f3_1	conda-forge
bleach-with-css	6.3.0	hbca2aae_1	conda-forge
botocore	1.41.5	pypi_0	pypi
brotli-python	1.2.0	py311h66f275b_1	conda-forge
bzip2	1.0.8	hda65f42_9	conda-forge
ca-certificates	2026.2.25	hbd8a1cb_0	conda-forge
cached_property	1.5.2	pyha770c72_1	conda-forge
cached-property	1.5.2	hd8ed1ab_1	conda-forge
cellxgene-census	1.15.0	pypi_0	pypi
certifi	2026.2.25	pyhd8ed1ab_0	conda-forge
cffi	2.0.0	py311h03d9500_1	conda-forge
charset-normalizer	3.4.7	pyhd8ed1ab_0	conda-forge
comm	0.2.3	pyhe01879c_0	conda-forge
contourpy	1.3.3	pypi_0	pypi
cuda-bindings	13.2.0	pypi_0	pypi
cuda-pathfinder	1.5.2	pypi_0	pypi
cuda-toolkit	13.0.2	pypi_0	pypi
cycler	0.12.1	pypi_0	pypi
dataclasses	0.6	pypi_0	pypi
datasets	2.19.2	pypi_0	pypi
debugpy	1.8.20	py311hc665b79_0	conda-forge
decorator	5.2.1	pyhd8ed1ab_0	conda-forge
defusedxml	0.7.1	pyhd8ed1ab_0	conda-forge
dill	0.3.8	pypi_0	pypi
donfig	0.8.1.post1	pypi_0	pypi
et_xmlfile	2.0.0	pypi_0	pypi
evaluate	0.4.2	pypi_0	pypi
exceptiongroup	1.3.1	pyhd8ed1ab_0	conda-forge
executing	2.2.1	pyhd8ed1ab_0	conda-forge
filelock	3.25.2	pypi_0	pypi
fonttools	4.62.1	pypi_0	pypi
fqdn	1.5.1	pyhd8ed1ab_1	conda-forge
frozenlist	1.8.0	pypi_0	pypi
fsspec	2024.3.1	pypi_0	pypi
fuzzywuzzy	0.18.0	pypi_0	pypi
gget	0.30.3	pypi_0	pypi
google-crc32c	1.8.0	pypi_0	pypi
h11	0.16.0	pyhcf101f3_1	conda-forge
h2	4.3.0	pyhcf101f3_0	conda-forge
h5py	3.16.0	pypi_0	pypi
hf-xet	1.4.3	pypi_0	pypi
hpack	4.1.0	pyhd8ed1ab_0	conda-forge
httpcore	1.0.9	pyh29332c3_0	conda-forge
httpx	0.28.1	pyhd8ed1ab_0	conda-forge
huggingface_hub	0.36.2	pypi_0	pypi
hyperframe	6.1.0	pyhd8ed1ab_0	conda-forge
icu	78.3	h33c6efd_0	conda-forge
idna	3.11	pyhd8ed1ab_0	conda-forge
importlib-metadata	8.8.0	pyhcf101f3_0	conda-forge
ipykernel	7.2.0	pyha191276_1	conda-forge
ipython	9.10.1	pyh53cf698_0	conda-forge
ipython_pygments_lexers	1.1.1	pyhd8ed1ab_0	conda-forge
ipywidgets	8.1.8	pypi_0	pypi
isoduration	20.11.0	pyhd8ed1ab_1	conda-forge
jedi	0.19.2	pyhd8ed1ab_1	conda-forge
jinja2	3.1.6	pyhcf101f3_1	conda-forge
jmespath	1.1.0	pypi_0	pypi
joblib	1.5.3	pypi_0	pypi
json5	0.14.0	pyhd8ed1ab_0	conda-forge
jsonpointer	3.1.1	pyhcf101f3_0	conda-forge
jsonschema	4.26.0	pyhcf101f3_0	conda-forge
jsonschema-specifications	2025.9.1	pyhcf101f3_0	conda-forge
jsonschema-with-format-nongpl	4.26.0	hcf101f3_0	conda-forge
jupyter_client	8.8.0	pyhcf101f3_0	conda-forge
jupyter_core	5.9.1	pyhc90fa1f_0	conda-forge
jupyter_events	0.12.0	pyhe01879c_0	conda-forge
jupyter_server	2.17.0	pyhcf101f3_0	conda-forge
jupyter_server_terminals	0.5.4	pyhcf101f3_0	conda-forge
jupyter-lsp	2.3.1	pyhcf101f3_0	conda-forge
jupyterlab	4.5.6	pyhd8ed1ab_0	conda-forge
jupyterlab_pygments	0.3.0	pyhd8ed1ab_2	conda-forge
jupyterlab_server	2.28.0	pyhcf101f3_0	conda-forge
jupyterlab_widgets	3.0.16	pypi_0	pypi
keyutils	1.6.3	hb9d3cd8_0	conda-forge
kiwisolver	1.5.0	pypi_0	pypi
krb5	1.22.2	ha1258a1_0	conda-forge
lark	1.3.1	pyhd8ed1ab_0	conda-forge
ld_impl_linux-64	2.45.1	default_hbd61a6d_102	conda-forge
legacy-api-wrap	1.5	pypi_0	pypi
libedit	3.1.20250104	pl5321h7949ede_0	conda-forge
libexpat	2.7.5	hecca717_0	conda-forge
libffi	3.5.2	h3435931_0	conda-forge
libgcc	15.2.0	he0feb66_18	conda-forge
libgcc-ng	15.2.0	h69a702a_18	conda-forge
libgomp	15.2.0	he0feb66_18	conda-forge
liblzma	5.8.3	hb03c661_0	conda-forge
libnsl	2.0.1	hb9d3cd8_1	conda-forge
libsodium	1.0.21	h280c20c_3	conda-forge
libsqlite	3.53.0	hf4e2dac_0	conda-forge
libstdcxx	15.2.0	h934c35e_18	conda-forge
libuuid	2.42	h5347b49_0	conda-forge
libxcrypt	4.4.36	hd590300_1	conda-forge
libzlib	1.3.2	h25fd6f3_2	conda-forge
llvmlite	0.47.0	pypi_0	pypi
lxml	6.0.4	pypi_0	pypi
markupsafe	3.0.3	py311h3778330_1	conda-forge
matplotlib	3.10.8	pypi_0	pypi
matplotlib-inline	0.2.1	pyhd8ed1ab_0	conda-forge
mistune	3.2.0	pyhcf101f3_0	conda-forge
mpmath	1.3.0	pypi_0	pypi
multidict	6.7.1	pypi_0	pypi
multiprocess	0.70.16	pypi_0	pypi
mysql-connector-python	9.6.0	pypi_0	pypi
natsort	8.4.0	pypi_0	pypi
nbclient	0.10.4	pyhd8ed1ab_0	conda-forge
nbconvert-core	7.17.1	pyhcf101f3_0	conda-forge
nbformat	5.10.4	pyhd8ed1ab_1	conda-forge
ncurses	6.5	h2d0b736_3	conda-forge
nest-asyncio	1.6.0	pyhd8ed1ab_1	conda-forge
networkx	3.6.1	pypi_0	pypi
notebook-shim	0.2.4	pyhd8ed1ab_1	conda-forge
numba	0.65.0	pypi_0	pypi
numcodecs	0.16.5	pypi_0	pypi
numpy	1.26.4	pypi_0	pypi
nvidia-cublas	13.1.0.3	pypi_0	pypi
nvidia-cuda-cupti	13.0.85	pypi_0	pypi
nvidia-cuda-nvrtc	13.0.88	pypi_0	pypi
nvidia-cuda-runtime	13.0.96	pypi_0	pypi
nvidia-cudnn-cu13	9.19.0.56	pypi_0	pypi
nvidia-cufft	12.0.0.61	pypi_0	pypi
nvidia-cufile	1.15.1.6	pypi_0	pypi
nvidia-curand	10.4.0.35	pypi_0	pypi
nvidia-cusolver	12.0.4.66	pypi_0	pypi
nvidia-cusparse	12.6.3.3	pypi_0	pypi
nvidia-cusparselt-cu13	0.8.0	pypi_0	pypi
nvidia-nccl-cu13	2.28.9	pypi_0	pypi
nvidia-nvjitlink	13.0.88	pypi_0	pypi
nvidia-nvshmem-cu13	3.4.5	pypi_0	pypi
nvidia-nvtx	13.0.85	pypi_0	pypi
openpyxl	3.1.5	pypi_0	pypi
openssl	3.6.2	h35e630c_0	conda-forge
overrides	7.7.0	pyhd8ed1ab_1	conda-forge
packaging	26.0	pyhcf101f3_0	conda-forge
pandas	2.3.3	pypi_0	pypi
pandocfilters	1.5.0	pyhd8ed1ab_0	conda-forge
parso	0.8.6	pyhcf101f3_0	conda-forge
patsy	1.0.2	pypi_0	pypi
pexpect	4.9.0	pyhd8ed1ab_1	conda-forge
pillow	12.2.0	pypi_0	pypi
pip	26.0.1	pyh8b19718_0	conda-forge
platformdirs	4.9.6	pyhcf101f3_0	conda-forge
prometheus_client	0.25.0	pyhd8ed1ab_0	conda-forge
prompt-toolkit	3.0.52	pyha770c72_0	conda-forge
propcache	0.4.1	pypi_0	pypi
psutil	7.2.2	py311haee01d2_0	conda-forge
ptyprocess	0.7.0	pyhd8ed1ab_1	conda-forge
pure_eval	0.2.3	pyhd8ed1ab_1	conda-forge
pyarrow	23.0.1	pypi_0	pypi
pyarrow-hotfix	0.7	pypi_0	pypi
pycparser	2.22	pyh29332c3_1	conda-forge
pydantic	2.13.0	pypi_0	pypi
pydantic_core	2.46.0	pypi_0	pypi
pygments	2.20.0	pyhd8ed1ab_0	conda-forge
pynndescent	0.6.0	pypi_0	pypi
pyparsing	3.3.2	pypi_0	pypi
pysocks	1.7.1	pyha55dd90_7	conda-forge
pytdc	1.1.15	pypi_0	pypi
pytdc-nextml	1.2.0	pypi_0	pypi
python	3.11.15	hd63d673_0_cpython	conda-forge
python_abi	3.11	8_cp311	conda-forge
python-dateutil	2.9.0.post0	pyhe01879c_2	conda-forge
python-fastjsonschema	2.21.2	pyhe01879c_0	conda-forge
python-json-logger	2.0.7	pyhd8ed1ab_0	conda-forge
python-tzdata	2026.1	pyhd8ed1ab_0	conda-forge
pytz	2026.1.post1	pypi_0	pypi
pyyaml	6.0.3	py311h3778330_1	conda-forge
pyzmq	27.1.0	py311h57d2397_2	conda-forge
rdkit	2023.9.6	pypi_0	pypi
readline	8.3	h853b02a_0	conda-forge
referencing	0.37.0	pyhcf101f3_0	conda-forge
regex	2026.4.4	pypi_0	pypi
requests	2.33.1	pyhcf101f3_0	conda-forge
rfc3339-validator	0.1.4	pyhd8ed1ab_1	conda-forge
rfc3986-validator	0.1.1	pyh9f0ad1d_0	conda-forge
rfc3987-syntax	1.1.0	pyhe01879c_1	conda-forge
rpds-py	0.30.0	py311h902ca64_0	conda-forge
s3fs	2024.3.1	pypi_0	pypi
safetensors	0.7.0	pypi_0	pypi
scanpy	1.11.5	pypi_0	pypi
scikit-learn	1.8.0	pypi_0	pypi
scipy	1.17.1	pypi_0	pypi
seaborn	0.13.2	pypi_0	pypi
send2trash	2.1.0	pyha191276_1	conda-forge
session-info2	0.4.1	pypi_0	pypi
setuptools	82.0.1	pyh332efcf_0	conda-forge
six	1.17.0	pyhe01879c_1	conda-forge
sniffio	1.3.1	pyhd8ed1ab_2	conda-forge
somacore	1.0.11	pypi_0	pypi
soupsieve	2.8.3	pyhd8ed1ab_0	conda-forge
stack_data	0.6.3	pyhd8ed1ab_1	conda-forge
statsmodels	0.14.6	pypi_0	pypi
sympy	1.14.0	pypi_0	pypi
terminado	0.18.1	pyhc90fa1f_1	conda-forge
threadpoolctl	3.6.0	pypi_0	pypi
tiledb	0.29.1	pypi_0	pypi
tiledbsoma	1.11.4	pypi_0	pypi
tinycss2	1.4.0	pyhd8ed1ab_0	conda-forge
tk	8.6.13	noxft_h366c992_103	conda-forge
tokenizers	0.21.4	pypi_0	pypi
tomli	2.4.1	pyhcf101f3_0	conda-forge
torch	2.11.0	pypi_0	pypi
tornado	6.5.5	py311h49ec1c0_0	conda-forge
tqdm	4.67.3	pypi_0	pypi
traitlets	5.14.3	pyhd8ed1ab_1	conda-forge
transformers	4.50.3	pypi_0	pypi
triton	3.6.0	pypi_0	pypi
typing_extensions	4.15.0	pyhcf101f3_0	conda-forge
typing_utils	0.1.0	pyhd8ed1ab_1	conda-forge
typing-extensions	4.15.0	h396c80c_0	conda-forge
typing-inspection	0.4.2	pypi_0	pypi
tzdata	2025c	hc9c84f9_1	conda-forge
umap-learn	0.5.12	pypi_0	pypi
uri-template	1.3.0	pyhd8ed1ab_1	conda-forge
urllib3	2.6.3	pyhd8ed1ab_0	conda-forge
wcwidth	0.6.0	pyhd8ed1ab_0	conda-forge
webcolors	25.10.0	pyhd8ed1ab_0	conda-forge
webencodings	0.5.1	pyhd8ed1ab_3	conda-forge
websocket-client	1.9.0	pyhd8ed1ab_0	conda-forge
wheel	0.46.3	pyhd8ed1ab_0	conda-forge
widgetsnbextension	4.0.15	pypi_0	pypi
wrapt	1.17.3	pypi_0	pypi
xxhash	3.6.0	pypi_0	pypi
yaml	0.2.5	h280c20c_3	conda-forge
yarl	1.23.0	pypi_0	pypi
zarr	3.1.5	pypi_0	pypi
zeromq	4.3.5	h41580af_10	conda-forge
zipp	3.23.0	pyhcf101f3_1	conda-forge
zstd	1.5.7	hb78ec9c_6	conda-forge

Pip packages

Package	Version
accelerate	0.33.0
aiobotocore	2.26.0
aiohappyeyeballs	2.6.1
aiohttp	3.13.5
aioitertools	0.13.0
aiosignal	1.4.0
anndata	0.12.10
annotated-types	0.7.0
anyio	4.13.0
argon2-cffi	25.1.0
argon2-cffi-bindings	25.1.0
array-api-compat	1.14.0
arrow	1.4.0
asttokens	3.0.1
async-lru	2.3.0
attrs	26.1.0
babel	2.18.0
backports.zstd	1.3.0
beautifulsoup4	4.14.3
bleach	6.3.0
botocore	1.41.5
Brotli	1.2.0
cached-property	1.5.2
cellxgene-census	1.15.0
certifi	2026.2.25
cffi	2.0.0
charset-normalizer	3.4.7
comm	0.2.3
contourpy	1.3.3
cuda-bindings	13.2.0
cuda-pathfinder	1.5.2
cuda-toolkit	13.0.2
cycler	0.12.1
dataclasses	0.6
datasets	2.19.2
debugpy	1.8.20
decorator	5.2.1
defusedxml	0.7.1
dill	0.3.8
donfig	0.8.1.post1
et_xmlfile	2.0.0
evaluate	0.4.2
exceptiongroup	1.3.1
executing	2.2.1
fastjsonschema	2.21.2
filelock	3.25.2
fonttools	4.62.1
fqdn	1.5.1
frozenlist	1.8.0
fsspec	2024.3.1
fuzzywuzzy	0.18.0
gget	0.30.3
google-crc32c	1.8.0
h11	0.16.0
h2	4.3.0
h5py	3.16.0
hf-xet	1.4.3
hpack	4.1.0
httpcore	1.0.9
httpx	0.28.1
huggingface_hub	0.36.2
hyperframe	6.1.0
idna	3.11
importlib_metadata	8.8.0
ipykernel	7.2.0
ipython	9.10.1
ipython_pygments_lexers	1.1.1
ipywidgets	8.1.8
isoduration	20.11.0
jedi	0.19.2
Jinja2	3.1.6
jmespath	1.1.0
joblib	1.5.3
json5	0.14.0
jsonpointer	3.1.1
jsonschema	4.26.0
jsonschema-specifications	2025.9.1
jupyter_client	8.8.0
jupyter_core	5.9.1
jupyter_server	2.17.0
jupyter_server_terminals	0.5.4
jupyter-events	0.12.0
jupyter-lsp	2.3.1
jupyterlab	4.5.6
jupyterlab_pygments	0.3.0
jupyterlab_server	2.28.0
jupyterlab_widgets	3.0.16
kiwisolver	1.5.0
lark	1.3.1
legacy-api-wrap	1.5
llvmlite	0.47.0
lxml	6.0.4
MarkupSafe	3.0.3
matplotlib	3.10.8
matplotlib-inline	0.2.1
mistune	3.2.0
mpmath	1.3.0
multidict	6.7.1
multiprocess	0.70.16
mysql-connector-python	9.6.0
natsort	8.4.0
nbclient	0.10.4
nbconvert	7.17.1
nbformat	5.10.4
nest_asyncio	1.6.0
networkx	3.6.1
notebook_shim	0.2.4
numba	0.65.0
numcodecs	0.16.5
numpy	1.26.4
nvidia-cublas	13.1.0.3
nvidia-cuda-cupti	13.0.85
nvidia-cuda-nvrtc	13.0.88
nvidia-cuda-runtime	13.0.96
nvidia-cudnn-cu13	9.19.0.56
nvidia-cufft	12.0.0.61
nvidia-cufile	1.15.1.6
nvidia-curand	10.4.0.35
nvidia-cusolver	12.0.4.66
nvidia-cusparse	12.6.3.3
nvidia-cusparselt-cu13	0.8.0
nvidia-nccl-cu13	2.28.9
nvidia-nvjitlink	13.0.88
nvidia-nvshmem-cu13	3.4.5
nvidia-nvtx	13.0.85
openpyxl	3.1.5
overrides	7.7.0
packaging	26.0
pandas	2.3.3
pandocfilters	1.5.0
parso	0.8.6
patsy	1.0.2
pexpect	4.9.0
pillow	12.2.0
pip	26.0.1
platformdirs	4.9.6
prometheus_client	0.25.0
prompt_toolkit	3.0.52
propcache	0.4.1
psutil	7.2.2
ptyprocess	0.7.0
pure_eval	0.2.3
pyarrow	23.0.1
pyarrow-hotfix	0.7
pycparser	2.22
pydantic	2.13.0
pydantic_core	2.46.0
Pygments	2.20.0
pynndescent	0.6.0
pyparsing	3.3.2
PySocks	1.7.1
pytdc	1.1.15
pytdc-nextml	1.2.0
python-dateutil	2.9.0.post0
python-json-logger	2.0.7
pytz	2026.1.post1
PyYAML	6.0.3
pyzmq	27.1.0
rdkit	2023.9.6
referencing	0.37.0
regex	2026.4.4
requests	2.33.1
rfc3339_validator	0.1.4
rfc3986-validator	0.1.1
rfc3987-syntax	1.1.0
rpds-py	0.30.0
s3fs	2024.3.1
safetensors	0.7.0
scanpy	1.11.5
scikit-learn	1.8.0
scipy	1.17.1
seaborn	0.13.2
Send2Trash	2.1.0
session-info2	0.4.1
setuptools	81.0.0
six	1.17.0
sniffio	1.3.1
somacore	1.0.11
soupsieve	2.8.3
stack_data	0.6.3
statsmodels	0.14.6
sympy	1.14.0
terminado	0.18.1
threadpoolctl	3.6.0
tiledb	0.29.1
tiledbsoma	1.11.4
tinycss2	1.4.0
tokenizers	0.21.4
tomli	2.4.1
torch	2.11.0
tornado	6.5.5
tqdm	4.67.3
traitlets	5.14.3
transformers	4.50.3
triton	3.6.0
typing_extensions	4.15.0
typing_utils	0.1.0
typing-inspection	0.4.2
tzdata	2026.1
umap-learn	0.5.12
uri-template	1.3.0
urllib3	2.6.3
wcwidth	0.6.0
webcolors	25.10.0
webencodings	0.5.1
websocket-client	1.9.0
wheel	0.46.3
widgetsnbextension	4.0.15
wrapt	1.17.3
xxhash	3.6.0
yarl	1.23.0
zarr	3.1.5
zipp	3.23.0

R packages

No packages found in this inventory.

`nw-rapids`

Python: 3.13.13
R: 4.5.3
Conda/micromamba packages: 519
Pip packages: 242
R packages: 57
Description: GPU-accelerated data science with RAPIDS, CUDA-enabled Python tools, and optional R integration.

Conda/micromamba packages

Package	Version	Build	Channel
_openmp_mutex	4.5	20_gnu	conda-forge
_python_abi3_support	1.0	hd8ed1ab_2	conda-forge
_r-mutex	1.0.1	anacondar_1	conda-forge
aiohappyeyeballs	2.6.1	pyhd8ed1ab_0	conda-forge
aiohttp	3.13.5	py313hd6074c6_0	conda-forge
aiosignal	1.4.0	pyhd8ed1ab_0	conda-forge
anndata	0.12.10	pypi_0	pypi
anyio	4.13.0	pyhcf101f3_0	conda-forge
aom	3.9.1	hac33072_0	conda-forge
argon2-cffi	25.1.0	pyhd8ed1ab_0	conda-forge
argon2-cffi-bindings	25.1.0	py313h07c4f96_2	conda-forge
arpack	3.9.1	nompi_hf03ea27_102	conda-forge
array-api-compat	1.14.0	pypi_0	pypi
arrow	1.4.0	pyhcf101f3_0	conda-forge
asttokens	3.0.1	pyhd8ed1ab_0	conda-forge
async-lru	2.3.0	pyhcf101f3_0	conda-forge
attrs	26.1.0	pyhcf101f3_0	conda-forge
aws-c-auth	0.10.1	h2d2dd48_2	conda-forge
aws-c-cal	0.9.13	h2c9d079_1	conda-forge
aws-c-common	0.12.6	hb03c661_0	conda-forge
aws-c-compression	0.3.2	h8b1a151_0	conda-forge
aws-c-event-stream	0.6.0	h9b893ba_1	conda-forge
aws-c-http	0.10.12	h4bacb7b_1	conda-forge
aws-c-io	0.26.3	hc87160b_0	conda-forge
aws-c-mqtt	0.15.2	he9ea9c5_1	conda-forge
aws-c-s3	0.11.5	h6d69fc9_5	conda-forge
aws-c-sdkutils	0.2.4	h8b1a151_4	conda-forge
aws-checksums	0.2.10	h8b1a151_0	conda-forge
aws-crt-cpp	0.37.4	h4c8aef7_3	conda-forge
aws-sdk-cpp	1.11.747	hc3785e1_3	conda-forge
azure-core-cpp	1.16.2	h206d751_0	conda-forge
azure-identity-cpp	1.13.3	hed0cdb0_1	conda-forge
azure-storage-blobs-cpp	12.16.0	hdd73cc9_1	conda-forge
azure-storage-common-cpp	12.12.0	ha7a2c86_1	conda-forge
azure-storage-files-datalake-cpp	12.14.0	h52c5a47_1	conda-forge
babel	2.18.0	pyhcf101f3_1	conda-forge
backports.zstd	1.3.0	py313h18e8e13_0	conda-forge
beautifulsoup4	4.14.3	pyha770c72_0	conda-forge
binutils_impl_linux-64	2.45.1	default_hfdba357_102	conda-forge
bleach	6.3.0	pyhcf101f3_1	conda-forge
bleach-with-css	6.3.0	hbca2aae_1	conda-forge
blosc	1.21.6	he440d0b_1	conda-forge
bokeh	3.9.0	pyhd8ed1ab_0	conda-forge
branca	0.8.2	pyhd8ed1ab_0	conda-forge
brotli	1.2.0	hed03a55_1	conda-forge
brotli-bin	1.2.0	hb03c661_1	conda-forge
brotli-python	1.2.0	py313hf159716_1	conda-forge
brunsli	0.1	hd1e3526_2	conda-forge
bwidget	1.10.1	ha770c72_1	conda-forge
bzip2	1.0.8	hda65f42_9	conda-forge
c-ares	1.34.6	hb03c661_0	conda-forge
c-blosc2	2.23.1	hc31b594_0	conda-forge
ca-certificates	2026.2.25	hbd8a1cb_0	conda-forge
cached_property	1.5.2	pyha770c72_1	conda-forge
cached-property	1.5.2	hd8ed1ab_1	conda-forge
cachetools	7.0.5	pyhd8ed1ab_0	conda-forge
cairo	1.18.4	he90730b_1	conda-forge
certifi	2026.2.25	pyhd8ed1ab_0	conda-forge
cffi	2.0.0	py313hf46b229_1	conda-forge
charls	2.4.3	hecca717_0	conda-forge
charset-normalizer	3.4.7	pyhd8ed1ab_0	conda-forge
click	8.3.2	pyhc90fa1f_0	conda-forge
cloudpickle	3.1.2	pyhcf101f3_1	conda-forge
colorcet	3.1.0	pyhd8ed1ab_1	conda-forge
comm	0.2.3	pyhe01879c_0	conda-forge
contourpy	1.3.3	py313hc8edb43_4	conda-forge
cpython	3.13.13	py313hd8ed1ab_100	conda-forge
cucim	26.02.01	cuda13_py313_260304_ghg4466bae_gn0_phc494990	rapidsai
cuda-bindings	13.1.1	py313hd6fa174_1	nvidia
cuda-cccl_linux-64	13.0.85	1	nvidia
cuda-core	0.3.2	py313hb1ccf29_0	nvidia
cuda-crt-dev_linux-64	13.0.88	0	nvidia
cuda-cudart	13.0.96	ha533d76_1	nvidia
cuda-cudart_linux-64	13.0.96	h73695a4_1	nvidia
cuda-cudart-dev	13.0.96	h3b4bcfc_1	nvidia
cuda-cudart-dev_linux-64	13.0.96	hbe36340_1	nvidia
cuda-cudart-static	13.0.96	h3b4bcfc_1	nvidia
cuda-cudart-static_linux-64	13.0.96	hbe36340_1	nvidia
cuda-nvrtc	13.0.88	hb0a779f_0	nvidia
cuda-nvvm-impl	13.0.88	h3b4bcfc_0	nvidia
cuda-pathfinder	1.5.3	pyhc364b38_0	conda-forge
cuda-profiler-api	13.0.85	h6a26bb4_0	nvidia
cuda-python	13.1.1	pyhecae5ae_1	nvidia
cuda-version	13.0	3	nvidia
cudf	26.02.01	cuda13_py313_260205_5b9658c4	rapidsai
cudf_kafka	26.02.01	cuda13_py313_260205_5b9658c4	rapidsai
cudf-polars	26.02.01	cuda13_260205_5b9658c4	rapidsai
cudnn	9.21.0.82	hf3c2b3b_0	nvidia
cugraph	26.02.00	cuda13_py313_260204_c1ea267a	rapidsai
cuml	26.02.00	cuda13_py313_260205_22b12c8c	rapidsai
cupy	14.0.1	py313h7122472_0	conda-forge
cupy-core	14.0.1	py313h75444f8_0	conda-forge
curl	8.19.0	hcf29cc6_0	conda-forge
cusparselt	0.9.0.3	hf3c2b3b_1	nvidia
custreamz	26.02.01	cuda13_260205_5b9658c4	rapidsai
cutensor	2.6.0	0	nvidia
cutensor-cuda-13	2.6.0	0	nvidia
cuvs	26.02.00	cuda13_py313_260204_a2f5a8b7	rapidsai
cuxfilter	26.02.00	cuda13_260205_53a8d288	rapidsai
cycler	0.12.1	pyhcf101f3_2	conda-forge
cyrus-sasl	2.1.28	hac629b4_1	conda-forge
cytoolz	1.1.0	py313h07c4f96_2	conda-forge
dask	2026.1.1	pyhcf101f3_0	conda-forge
dask-core	2026.1.1	pyhcf101f3_1	conda-forge
dask-cuda	26.02.00	py313_260204_7a4c3417	rapidsai
dask-cudf	26.02.01	cuda13_260205_5b9658c4	rapidsai
datashader	0.19.0	pyhd8ed1ab_0	conda-forge
dav1d	1.2.1	hd590300_0	conda-forge
debugpy	1.8.20	py313h5d5ffb9_0	conda-forge
decorator	5.2.1	pyhd8ed1ab_0	conda-forge
defusedxml	0.7.1	pyhd8ed1ab_0	conda-forge
distributed	2026.1.1	pyhcf101f3_1	conda-forge
distributed-ucxx	0.48.00	260204_bb8b93e1_h687f018	rapidsai
dlpack	0.8	h59595ed_3	conda-forge
docrep	0.3.2	pypi_0	pypi
donfig	0.8.1.post1	pypi_0	pypi
exceptiongroup	1.3.1	pyhd8ed1ab_0	conda-forge
executing	2.2.1	pyhd8ed1ab_0	conda-forge
fast-array-utils	1.4.1	pypi_0	pypi
filelock	3.28.0	pypi_0	pypi
folium	0.20.0	pyhd8ed1ab_0	conda-forge
font-ttf-dejavu-sans-mono	2.37	hab24e00_0	conda-forge
font-ttf-inconsolata	3.000	h77eed37_0	conda-forge
font-ttf-source-code-pro	2.038	h77eed37_0	conda-forge
font-ttf-ubuntu	0.83	h77eed37_3	conda-forge
fontconfig	2.17.1	h27c8c51_0	conda-forge
fonts-conda-ecosystem	1	0	conda-forge
fonts-conda-forge	1	hc364b38_1	conda-forge
fonttools	4.62.0	py313h3dea7bd_0	conda-forge
fqdn	1.5.1	pyhd8ed1ab_1	conda-forge
freetype	2.14.3	ha770c72_0	conda-forge
freexl	2.0.0	h9dce30a_2	conda-forge
fribidi	1.0.16	hb03c661_0	conda-forge
frozenlist	1.7.0	py313h6b9daa2_0	conda-forge
fsspec	2026.3.0	pyhd8ed1ab_0	conda-forge
gcc_impl_linux-64	15.2.0	he420e7e_18	conda-forge
gdown	6.0.0	pypi_0	pypi
geopandas	1.1.3	pyhd8ed1ab_0	conda-forge
geopandas-base	1.1.3	pyha770c72_0	conda-forge
geos	3.14.1	h480dda7_0	conda-forge
gflags	2.2.2	h5888daf_1005	conda-forge
gfortran_impl_linux-64	15.2.0	h281d09f_18	conda-forge
giflib	5.2.2	hd590300_0	conda-forge
glog	0.7.1	hbabe93e_0	conda-forge
glpk	5.0	h445213a_0	conda-forge
gmp	6.3.0	hac33072_2	conda-forge
google-crc32c	1.8.0	pypi_0	pypi
graphite2	1.3.14	hecca717_2	conda-forge
gsl	2.7	he838d99_0	conda-forge
gxx_impl_linux-64	15.2.0	hda75c37_18	conda-forge
h11	0.16.0	pyhcf101f3_1	conda-forge
h2	4.3.0	pyhcf101f3_0	conda-forge
h5py	3.16.0	pypi_0	pypi
harfbuzz	14.1.0	h6083320_0	conda-forge
holoviews	1.22.1	pyhd8ed1ab_0	conda-forge
hpack	4.1.0	pyhd8ed1ab_0	conda-forge
httpcore	1.0.9	pyh29332c3_0	conda-forge
httpx	0.28.1	pyhd8ed1ab_0	conda-forge
hyperframe	6.1.0	pyhd8ed1ab_0	conda-forge
icu	78.3	h33c6efd_0	conda-forge
idna	3.11	pyhd8ed1ab_0	conda-forge
igraph	1.0.1	hfe3e89f_0	conda-forge
imagecodecs	2026.3.6	py313h0924926_2	conda-forge
imageio	2.37.0	pyhfb79c49_0	conda-forge
importlib-metadata	8.8.0	pyhcf101f3_0	conda-forge
ipykernel	7.2.0	pyha191276_1	conda-forge
ipython	9.12.0	pyhecfbec7_0	conda-forge
ipython_pygments_lexers	1.1.1	pyhd8ed1ab_0	conda-forge
isoduration	20.11.0	pyhd8ed1ab_1	conda-forge
jedi	0.19.2	pyhd8ed1ab_1	conda-forge
jinja2	3.1.6	pyhcf101f3_1	conda-forge
joblib	1.5.3	pyhd8ed1ab_0	conda-forge
json-c	0.18	h6688a6e_0	conda-forge
json5	0.14.0	pyhd8ed1ab_0	conda-forge
jsonpointer	3.1.1	pyhcf101f3_0	conda-forge
jsonschema	4.26.0	pyhcf101f3_0	conda-forge
jsonschema-specifications	2025.9.1	pyhcf101f3_0	conda-forge
jsonschema-with-format-nongpl	4.26.0	hcf101f3_0	conda-forge
jupyter_client	8.8.0	pyhcf101f3_0	conda-forge
jupyter_core	5.9.1	pyhc90fa1f_0	conda-forge
jupyter_events	0.12.0	pyhe01879c_0	conda-forge
jupyter_server	2.17.0	pyhcf101f3_0	conda-forge
jupyter_server_terminals	0.5.4	pyhcf101f3_0	conda-forge
jupyter-lsp	2.3.1	pyhcf101f3_0	conda-forge
jupyter-server-proxy	4.5.0	pyhcf101f3_1	conda-forge
jupyterlab	4.5.6	pyhd8ed1ab_0	conda-forge
jupyterlab_pygments	0.3.0	pyhd8ed1ab_2	conda-forge
jupyterlab_server	2.28.0	pyhcf101f3_0	conda-forge
jxrlib	1.1	hd590300_3	conda-forge
kernel-headers_linux-64	5.14.0	he073ed8_3	conda-forge
keyutils	1.6.3	hb9d3cd8_0	conda-forge
kiwisolver	1.5.0	py313hc8edb43_0	conda-forge
krb5	1.22.2	ha1258a1_0	conda-forge
lark	1.3.1	pyhd8ed1ab_0	conda-forge
lazy_loader	0.5	pyhd8ed1ab_0	conda-forge
lazy-loader	0.5	pyhd8ed1ab_0	conda-forge
lcms2	2.18	h0c24ade_0	conda-forge
ld_impl_linux-64	2.45.1	default_hbd61a6d_102	conda-forge
legacy-api-wrap	1.5	pypi_0	pypi
leidenalg	0.11.0	py313h7033f15_0	conda-forge
lerc	4.1.0	hdb68285_0	conda-forge
libabseil	20260107.1	cxx17_h7b12aa8_0	conda-forge
libaec	1.1.5	h088129d_0	conda-forge
libarchive	3.8.7	gpl_hc2c16d8_100	conda-forge
libarrow	21.0.0	ha7f89c6_27_cpu	conda-forge
libarrow-acero	21.0.0	h635bf11_27_cpu	conda-forge
libarrow-compute	21.0.0	h53684a4_27_cpu	conda-forge
libarrow-dataset	21.0.0	h635bf11_27_cpu	conda-forge
libarrow-substrait	21.0.0	hb4dd7c2_27_cpu	conda-forge
libavif16	1.4.1	hcfa2d63_0	conda-forge
libblas	3.11.0	6_h4a7cf45_openblas	conda-forge
libbrotlicommon	1.2.0	hb03c661_1	conda-forge
libbrotlidec	1.2.0	hb03c661_1	conda-forge
libbrotlienc	1.2.0	hb03c661_1	conda-forge
libcap	2.77	hd0affe5_1	conda-forge
libcblas	3.11.0	6_h0358290_openblas	conda-forge
libcrc32c	1.1.2	h9c3ff4c_0	conda-forge
libcublas	13.1.1.3	hfa1462c_0	nvidia
libcublas-dev	13.1.1.3	hfa1462c_0	nvidia
libcucim	26.02.01	cuda13_260304_ghg4466bae_gn0_phf3d4060	rapidsai
libcudf	26.02.01	cuda13_260205_5b9658c4	rapidsai
libcudf_kafka	26.02.01	cuda13_260205_5b9658c4	rapidsai
libcudnn	9.21.0.82	h0c24e3a_0	nvidia
libcudnn-dev	9.21.0.82	hf3c2b3b_0	nvidia
libcufft	12.0.0.61	hf0c36ae_0	nvidia
libcufile	1.15.1.6	h2e68323_0	nvidia
libcufile-dev	1.15.1.6	h2e68323_0	nvidia
libcugraph	26.02.00	cuda13_260204_c1ea267a	rapidsai
libcugraph_etl	26.02.00	cuda13_260204_c1ea267a	rapidsai
libcuml	26.02.00	cuda13_260205_22b12c8c	rapidsai
libcurand	10.4.0.35	h50d9014_0	nvidia
libcurand-dev	10.4.0.35	h50d9014_0	nvidia
libcurl	8.19.0	hcf29cc6_0	conda-forge
libcusolver	12.0.4.66	h3570045_0	nvidia
libcusolver-dev	12.0.4.66	h3570045_0	nvidia
libcusparse	12.6.3.3	h8296a5b_0	nvidia
libcusparse-dev	12.6.3.3	h8296a5b_0	nvidia
libcutensor-cuda-13	2.6.0.4	hbb726a2_0	nvidia
libcutensor-dev-cuda-13	2.6.0.4	h4bcfd30_0	nvidia
libcuvs	26.02.00	cuda13_260204_a2f5a8b7	rapidsai
libcuvs-headers	26.02.00	cuda13_260204_a2f5a8b7	rapidsai
libdeflate	1.25	h17f619e_0	conda-forge
libedit	3.1.20250104	pl5321h7949ede_0	conda-forge
libev	4.33	hd590300_2	conda-forge
libevent	2.1.12	hf998b51_1	conda-forge
libexpat	2.7.5	hecca717_0	conda-forge
libffi	3.5.2	h3435931_0	conda-forge
libfreetype	2.14.3	ha770c72_0	conda-forge
libfreetype6	2.14.3	h73754d4_0	conda-forge
libgcc	15.2.0	he0feb66_18	conda-forge
libgcc-devel_linux-64	15.2.0	hcc6f6b0_118	conda-forge
libgcc-ng	15.2.0	h69a702a_18	conda-forge
libgdal-core	3.12.3	h4f65170_4	conda-forge
libgfortran	15.2.0	h69a702a_18	conda-forge
libgfortran-ng	15.2.0	h69a702a_18	conda-forge
libgfortran5	15.2.0	h68bc16d_18	conda-forge
libglib	2.86.4	h6548e54_1	conda-forge
libgomp	15.2.0	he0feb66_18	conda-forge
libgoogle-cloud	3.3.0	h25dbb67_1	conda-forge
libgoogle-cloud-storage	3.3.0	hdbdcf42_1	conda-forge
libgrpc	1.78.1	h1d1128b_0	conda-forge
libhwy	1.3.0	h4c17acf_1	conda-forge
libiconv	1.18	h3b78370_2	conda-forge
libjpeg-turbo	3.1.4.1	hb03c661_0	conda-forge
libjxl	0.11.2	ha09017c_0	conda-forge
libkml	1.3.0	haa4a5bd_1022	conda-forge
libkvikio	26.02.00	cuda13_260204_1a3b44c5	rapidsai
liblapack	3.11.0	6_h47877c9_openblas	conda-forge
libleidenalg	0.12.0	hb700be7_0	conda-forge
liblzma	5.8.3	hb03c661_0	conda-forge
libmpdec	4.0.0	hb03c661_1	conda-forge
libnghttp2	1.68.1	h877daf1_0	conda-forge
libnl	3.11.0	hb9d3cd8_0	conda-forge
libnsl	2.0.1	hb9d3cd8_1	conda-forge
libntlm	1.8	hb9d3cd8_0	conda-forge
libnuma	2.0.18	hb03c661_3	conda-forge
libnvcomp	5.1.0.21	h7bcfba5_0	conda-forge
libnvcomp-dev	5.1.0.21	h7bcfba5_0	conda-forge
libnvimgcodec	0.7.0	h40eb5e6_2	conda-forge
libnvimgcodec0	0.7.0	h7bcfba5_2	conda-forge
libnvjitlink	13.2.78	hdc6460f_0	nvidia
libnvjpeg	13.0.1.86	h86e7e20_0	nvidia
libnvjpeg2k0	0.9.1.47	h276d11f_1	conda-forge
libnvtiff	0.6.0.78	ha770c72_1	conda-forge
libnvtiff0	0.6.0.78	h276d11f_1	conda-forge
libopenblas	0.3.32	pthreads_h94d23a6_0	conda-forge
libopentelemetry-cpp	1.26.0	h9692893_0	conda-forge
libopentelemetry-cpp-headers	1.26.0	ha770c72_0	conda-forge
libparquet	21.0.0	h7376487_27_cpu	conda-forge
libpng	1.6.58	h421ea60_0	conda-forge
libprotobuf	6.33.5	h2b00c02_0	conda-forge
libraft	26.02.00	cuda13_260204_c212ab9b	rapidsai
libraft-headers	26.02.00	cuda13_260204_c212ab9b	rapidsai
libraft-headers-only	26.02.00	cuda13_260204_c212ab9b	rapidsai
librdkafka	2.8.0	h2e2c4f7_0	conda-forge
libre2-11	2025.11.05	h0dc7533_1	conda-forge
librmm	26.02.00	cuda13_260204_498dafcf	rapidsai
librttopo	1.1.0	h46dd2a8_20	conda-forge
libsanitizer	15.2.0	h90f66d4_18	conda-forge
libsodium	1.0.21	h280c20c_3	conda-forge
libspatialite	5.1.0	gpl_hab3fe16_120	conda-forge
libsqlite	3.53.0	hf4e2dac_0	conda-forge
libssh2	1.11.1	hcf80075_0	conda-forge
libstdcxx	15.2.0	h934c35e_18	conda-forge
libstdcxx-devel_linux-64	15.2.0	hd446a21_118	conda-forge
libstdcxx-ng	15.2.0	hdf11a46_18	conda-forge
libsystemd0	260.1	h6569c3e_0	conda-forge
libthrift	0.22.0	h454ac66_1	conda-forge
libtiff	4.7.1	h9d88235_1	conda-forge
libucxx	0.48.00	cuda13_260204_bb8b93e1	rapidsai
libudev1	260.1	h6569c3e_0	conda-forge
libutf8proc	2.11.3	hfe17d71_0	conda-forge
libuuid	2.42	h5347b49_0	conda-forge
libuv	1.51.0	hb03c661_1	conda-forge
libwebp-base	1.6.0	hd42ef1d_0	conda-forge
libxcb	1.17.0	h8a09558_0	conda-forge
libxcrypt	4.4.36	hd590300_1	conda-forge
libxgboost	3.1.3	rapidsai_h556ba42_0	rapidsai
libxml2	2.15.3	h49c6c72_0	conda-forge
libxml2-16	2.15.3	hca6bf5a_0	conda-forge
libxml2-devel	2.15.3	h49c6c72_0	conda-forge
libzlib	1.3.2	h25fd6f3_2	conda-forge
libzopfli	1.0.3	h9c3ff4c_0	conda-forge
linkify-it-py	2.1.0	pyhcf101f3_0	conda-forge
llvmlite	0.44.0	py313hfdae721_2	conda-forge
locket	1.0.0	pyhd8ed1ab_0	conda-forge
lz4	4.4.5	py313h28739b2_1	conda-forge
lz4-c	1.10.0	h5888daf_1	conda-forge
lzo	2.10	h280c20c_1002	conda-forge
make	4.4.1	hb9d3cd8_2	conda-forge
mapclassify	2.10.0	pyhd8ed1ab_1	conda-forge
markdown	3.10.2	pyhcf101f3_0	conda-forge
markdown-it-py	4.0.0	pyhd8ed1ab_0	conda-forge
markupsafe	3.0.3	py313h3dea7bd_1	conda-forge
matplotlib-base	3.10.8	py313h683a580_0	conda-forge
matplotlib-inline	0.2.1	pyhd8ed1ab_0	conda-forge
mdit-py-plugins	0.5.0	pyhd8ed1ab_0	conda-forge
mdurl	0.1.2	pyhd8ed1ab_1	conda-forge
minizip	4.0.10	h05a5f5f_0	conda-forge
mistune	3.2.0	pyhcf101f3_0	conda-forge
msgpack-python	1.1.2	py313h7037e92_1	conda-forge
multidict	6.7.1	py313h3dea7bd_0	conda-forge
multipledispatch	0.6.0	pyhd8ed1ab_1	conda-forge
munkres	1.1.4	pyhd8ed1ab_1	conda-forge
muparser	2.3.5	h5888daf_0	conda-forge
narwhals	2.19.0	pyhcf101f3_0	conda-forge
natsort	8.4.0	pypi_0	pypi
nbclient	0.10.4	pyhd8ed1ab_0	conda-forge
nbconvert-core	7.17.1	pyhcf101f3_0	conda-forge
nbformat	5.10.4	pyhd8ed1ab_1	conda-forge
nccl	2.29.7	h229de85_0	nvidia
ncurses	6.5	h2d0b736_3	conda-forge
nest-asyncio	1.6.0	pyhd8ed1ab_1	conda-forge
networkx	3.6.1	pyhcf101f3_0	conda-forge
nlohmann_json	3.12.0	h54a6638_1	conda-forge
nodejs	25.8.2	he4ff34a_0	conda-forge
notebook-shim	0.2.4	pyhd8ed1ab_1	conda-forge
numba	0.61.2	py313hd8e3f9f_2	conda-forge
numba-cuda	0.22.2	py313_0	nvidia
numcodecs	0.16.5	pypi_0	pypi
numpy	2.2.6	py313h17eae1a_0	conda-forge
nvidia-ml-py	13.595.45	pyhd8ed1ab_1	conda-forge
nvtx	0.2.15	py313h07c4f96_0	conda-forge
nx-cugraph	26.02.00	py_260205_be313a62	rapidsai
openjpeg	2.5.4	h55fea9a_0	conda-forge
openjph	0.27.0	h8d634f6_0	conda-forge
openssl	3.6.2	h35e630c_0	conda-forge
orc	2.3.0	h21090e2_0	conda-forge
overrides	7.7.0	pyhd8ed1ab_1	conda-forge
packaging	26.1	pyhc364b38_0	conda-forge
pandas	2.3.3	py313h08cd8bf_2	conda-forge
pandocfilters	1.5.0	pyhd8ed1ab_0	conda-forge
panel	1.8.10	pyhd8ed1ab_0	conda-forge
pango	1.56.4	hda50119_1	conda-forge
param	2.3.3	pyhc455866_0	conda-forge
parso	0.8.6	pyhcf101f3_0	conda-forge
partd	1.4.2	pyhd8ed1ab_0	conda-forge
patsy	1.0.2	pypi_0	pypi
pcre2	10.47	haa7fec5_0	conda-forge
pexpect	4.9.0	pyhd8ed1ab_1	conda-forge
pillow	12.2.0	py313h80991f8_0	conda-forge
pip	26.0.1	pyh145f28c_0	conda-forge
pixman	0.46.4	h54a6638_1	conda-forge
platformdirs	4.9.6	pyhcf101f3_0	conda-forge
polars	1.35.2	pyh6a1acc5_0	conda-forge
polars-runtime-32	1.35.2	py310hffdcd12_0	conda-forge
proj	9.8.1	he0df7b0_0	conda-forge
prometheus_client	0.25.0	pyhd8ed1ab_0	conda-forge
prometheus-cpp	1.3.0	ha5d0236_0	conda-forge
prompt-toolkit	3.0.52	pyha770c72_0	conda-forge
propcache	0.3.1	py313h8060acc_0	conda-forge
psutil	7.2.2	py313h54dd161_0	conda-forge
pthread-stubs	0.4	hb9d3cd8_1002	conda-forge
ptyprocess	0.7.0	pyhd8ed1ab_1	conda-forge
pure_eval	0.2.3	pyhd8ed1ab_1	conda-forge
py-xgboost	3.1.3	rapidsai_pyh9b60c58_0	rapidsai
pyarrow	21.0.0	py313h78bf25f_3	conda-forge
pyarrow-core	21.0.0	py313he109ebe_3_cpu	conda-forge
pycparser	2.22	pyh29332c3_1	conda-forge
pyct	0.6.0	pyhd8ed1ab_0	conda-forge
pygments	2.20.0	pyhd8ed1ab_0	conda-forge
pylibcudf	26.02.01	cuda13_py313_260205_5b9658c4	rapidsai
pylibcugraph	26.02.00	cuda13_py313_260204_c1ea267a	rapidsai
pylibraft	26.02.00	cuda13_py313_260204_c212ab9b	rapidsai
pynndescent	0.6.0	pypi_0	pypi
pyogrio	0.12.1	py313hae45665_0	conda-forge
pyparsing	3.3.2	pyhcf101f3_0	conda-forge
pyproj	3.7.2	py313he648cc1_4	conda-forge
pysocks	1.7.1	pyha55dd90_7	conda-forge
python	3.13.13	h6add32d_100_cp313	conda-forge
python_abi	3.13	8_cp313	conda-forge
python-confluent-kafka	2.8.0	py313h536fd9c_0	conda-forge
python-dateutil	2.9.0.post0	pyhe01879c_2	conda-forge
python-fastjsonschema	2.21.2	pyhe01879c_0	conda-forge
python-gil	3.13.13	h4df99d1_100	conda-forge
python-igraph	1.0.0	py313h7033f15_0	conda-forge
python-json-logger	2.0.7	pyhd8ed1ab_0	conda-forge
python-tzdata	2026.1	pyhd8ed1ab_0	conda-forge
pytz	2026.1.post1	pyhcf101f3_0	conda-forge
pyviz_comms	3.0.6	pyhd8ed1ab_0	conda-forge
pywavelets	1.9.0	py313h29aa505_2	conda-forge
pyyaml	6.0.3	py313h3dea7bd_1	conda-forge
pyzmq	27.1.0	py312hda471dd_2	conda-forge
qhull	2020.2	h434a139_5	conda-forge
r-base	4.5.3	h15dba0b_1	conda-forge
raft-dask	26.02.00	cuda13_py313_260204_c212ab9b	rapidsai
rapids	26.02.01	cuda13_260205_7c43735e	rapidsai
rapids-dask-dependency	26.02.00	260204_5b7780c0	rapidsai
rapids-logger	0.2.3	h98325ef_0	rapidsai
rapids-singlecell-cu13	0.15.0rc5	pypi_0	pypi
rapids-xgboost	26.02.01	cuda13_260205_7c43735e	rapidsai
rav1e	0.8.1	h1fbca29_0	conda-forge
rdma-core	61.0	h192683f_0	conda-forge
re2	2025.11.05	h5301d42_1	conda-forge
readline	8.3	h853b02a_0	conda-forge
referencing	0.37.0	pyhcf101f3_0	conda-forge
requests	2.33.1	pyhcf101f3_0	conda-forge
rfc3339-validator	0.1.4	pyhd8ed1ab_1	conda-forge
rfc3986-validator	0.1.1	pyh9f0ad1d_0	conda-forge
rfc3987-syntax	1.1.0	pyhe01879c_1	conda-forge
rich	15.0.0	pyhcf101f3_0	conda-forge
rmm	26.02.00	cuda13_py313_260204_498dafcf	rapidsai
rpds-py	0.30.0	py313h843e2db_0	conda-forge
s2n	1.7.1	h1cbb8d7_1	conda-forge
scanpy	1.12.1	pypi_0	pypi
scikit-image	0.24.0	py313ha87cce1_3	conda-forge
scikit-learn	1.8.0	np2py313h16d504d_1	conda-forge
scikit-misc	0.5.2	pypi_0	pypi
scipy	1.16.3	py313h4b8bb8b_2	conda-forge
seaborn	0.13.2	pypi_0	pypi
sed	4.9	h6688a6e_0	conda-forge
send2trash	2.1.0	pyha191276_1	conda-forge
session-info2	0.4.1	pypi_0	pypi
setuptools	82.0.1	pyh332efcf_0	conda-forge
shapely	2.1.2	py313had47c43_2	conda-forge
simpervisor	1.0.0	pyhd8ed1ab_1	conda-forge
six	1.17.0	pyhe01879c_1	conda-forge
snappy	1.2.2	h03e3b7b_1	conda-forge
sniffio	1.3.1	pyhd8ed1ab_2	conda-forge
sortedcontainers	2.4.0	pyhd8ed1ab_1	conda-forge
soupsieve	2.8.3	pyhd8ed1ab_0	conda-forge
sqlite	3.53.0	h04a0ce9_0	conda-forge
stack_data	0.6.3	pyhd8ed1ab_1	conda-forge
statsmodels	0.14.6	pypi_0	pypi
streamz	0.6.6	pyh332efcf_0	conda-forge
svt-av1	4.0.1	hecca717_0	conda-forge
sysroot_linux-64	2.34	h087de78_3	conda-forge
tblib	3.2.2	pyhcf101f3_0	conda-forge
terminado	0.18.1	pyhc90fa1f_1	conda-forge
texttable	1.7.0	pyhd8ed1ab_1	conda-forge
threadpoolctl	3.6.0	pyhecae5ae_0	conda-forge
tifffile	2026.4.11	pyhd8ed1ab_0	conda-forge
tinycss2	1.4.0	pyhd8ed1ab_0	conda-forge
tk	8.6.13	noxft_h366c992_103	conda-forge
tktable	2.10	h5a7a40f_8	conda-forge
tomli	2.4.1	pyhcf101f3_0	conda-forge
toolz	1.1.0	pyhd8ed1ab_1	conda-forge
tornado	6.5.5	py313h07c4f96_0	conda-forge
tqdm	4.67.3	pyh8f84b5b_0	conda-forge
traitlets	5.14.3	pyhd8ed1ab_1	conda-forge
treelite	4.7.0	py313ha381a76_0	conda-forge
typing_extensions	4.15.0	pyhcf101f3_0	conda-forge
typing_utils	0.1.0	pyhd8ed1ab_1	conda-forge
typing-extensions	4.15.0	h396c80c_0	conda-forge
tzdata	2025c	hc9c84f9_1	conda-forge
uc-micro-py	2.0.0	pyhcf101f3_0	conda-forge
ucx	1.19.1	h567e125_0	conda-forge
ucxx	0.48.00	cuda13_py313_260204_bb8b93e1	rapidsai
umap-learn	0.5.12	pypi_0	pypi
uri-template	1.3.0	pyhd8ed1ab_1	conda-forge
uriparser	0.9.8	hac33072_0	conda-forge
urllib3	2.6.3	pyhd8ed1ab_0	conda-forge
wcwidth	0.6.0	pyhd8ed1ab_0	conda-forge
webcolors	25.10.0	pyhd8ed1ab_0	conda-forge
webencodings	0.5.1	pyhd8ed1ab_3	conda-forge
websocket-client	1.9.0	pyhd8ed1ab_0	conda-forge
wget	3.2	pypi_0	pypi
xarray	2026.4.0	pyhc364b38_0	conda-forge
xerces-c	3.3.0	hd9031aa_1	conda-forge
xgboost	3.1.3	rapidsai_pyh50cbf16_0	rapidsai
xorg-libice	1.1.2	hb9d3cd8_0	conda-forge
xorg-libsm	1.2.6	he73a12e_0	conda-forge
xorg-libx11	1.8.13	he1eb515_0	conda-forge
xorg-libxau	1.0.12	hb03c661_1	conda-forge
xorg-libxdmcp	1.1.5	hb03c661_1	conda-forge
xorg-libxext	1.3.7	hb03c661_0	conda-forge
xorg-libxrender	0.9.12	hb9d3cd8_0	conda-forge
xorg-libxt	1.3.1	hb9d3cd8_0	conda-forge
xyzservices	2026.3.0	pyhd8ed1ab_0	conda-forge
yaml	0.2.5	h280c20c_3	conda-forge
yarl	1.23.0	py313h3dea7bd_0	conda-forge
zarr	3.1.6	pypi_0	pypi
zeromq	4.3.5	h41580af_10	conda-forge
zfp	1.0.1	h909a3a2_5	conda-forge
zict	3.0.0	pyhd8ed1ab_1	conda-forge
zipp	3.23.1	pyhcf101f3_0	conda-forge
zlib	1.3.2	h25fd6f3_2	conda-forge
zlib-ng	2.3.3	hceb46e0_1	conda-forge
zstd	1.5.7	hb78ec9c_6	conda-forge

Pip packages

Package	Version
aiohappyeyeballs	2.6.1
aiohttp	3.13.5
aiosignal	1.4.0
anndata	0.12.10
anyio	4.13.0
argon2-cffi	25.1.0
argon2-cffi-bindings	25.1.0
array-api-compat	1.14.0
arrow	1.4.0
asttokens	3.0.1
async-lru	2.3.0
attrs	26.1.0
babel	2.18.0
backports.zstd	1.3.0
beautifulsoup4	4.14.3
bleach	6.3.0
bokeh	3.9.0
branca	0.8.2
Brotli	1.2.0
cached-property	1.5.2
cachetools	7.0.5
certifi	2026.2.25
cffi	2.0.0
charset-normalizer	3.4.7
click	8.3.2
cloudpickle	3.1.2
colorcet	3.1.0
comm	0.2.3
confluent-kafka	2.8.0
contourpy	1.3.3
cucim	26.2.1
cuda-bindings	13.1.1
cuda-core	0.3.2
cuda-pathfinder	1.5.3
cuda-python	13.1.1
cudf	26.2.1
cudf_kafka	26.2.1
cudf-polars	26.2.1
cugraph	26.2.0
cuml	26.2.0
cupy	14.0.1
custreamz	26.2.1
cuvs	26.2.0
cuxfilter	26.2.0
cycler	0.12.1
cytoolz	1.1.0
dask	2026.1.1
dask-cuda	26.2.0
dask-cudf	26.2.1
datashader	0.19.0
debugpy	1.8.20
decorator	5.2.1
defusedxml	0.7.1
distributed	2026.1.1
distributed-ucxx	0.48.0
docrep	0.3.2
donfig	0.8.1.post1
exceptiongroup	1.3.1
executing	2.2.1
fast-array-utils	1.4.1
fastjsonschema	2.21.2
filelock	3.28.0
folium	0.20.0
fonttools	4.62.0
fqdn	1.5.1
frozenlist	1.7.0
fsspec	2026.3.0
gdown	6.0.0
geopandas	1.1.3
google-crc32c	1.8.0
h11	0.16.0
h2	4.3.0
h5py	3.16.0
holoviews	1.22.1
hpack	4.1.0
httpcore	1.0.9
httpx	0.28.1
hyperframe	6.1.0
idna	3.11
igraph	1.0.0
imagecodecs	2026.3.6
imageio	2.37.0
importlib_metadata	8.8.0
ipykernel	7.2.0
ipython	9.12.0
ipython_pygments_lexers	1.1.1
isoduration	20.11.0
jedi	0.19.2
Jinja2	3.1.6
joblib	1.5.3
json5	0.14.0
jsonpointer	3.1.1
jsonschema	4.26.0
jsonschema-specifications	2025.9.1
jupyter_client	8.8.0
jupyter_core	5.9.1
jupyter_server	2.17.0
jupyter_server_proxy	4.5.0
jupyter_server_terminals	0.5.4
jupyter-events	0.12.0
jupyter-lsp	2.3.1
jupyterlab	4.5.6
jupyterlab_pygments	0.3.0
jupyterlab_server	2.28.0
kiwisolver	1.5.0
lark	1.3.1
lazy-loader	0.5
legacy-api-wrap	1.5
leidenalg	0.11.0
linkify-it-py	2.1.0
llvmlite	0.44.0
locket	1.0.0
lz4	4.4.5
mapclassify	2.10.0
Markdown	3.10.2
markdown-it-py	4.0.0
MarkupSafe	3.0.3
matplotlib	3.10.8
matplotlib-inline	0.2.1
mdit-py-plugins	0.5.0
mdurl	0.1.2
mistune	3.2.0
msgpack	1.1.2
multidict	6.7.1
multipledispatch	0.6.0
munkres	1.1.4
narwhals	2.19.0
natsort	8.4.0
nbclient	0.10.4
nbconvert	7.17.1
nbformat	5.10.4
nest_asyncio	1.6.0
networkx	3.6.1
notebook_shim	0.2.4
numba	0.61.2
numba-cuda	0.22.2
numcodecs	0.16.5
numpy	2.2.6
nvidia-ml-py	13.595.45
nvtx	0.2.15
nx-cugraph	26.2.0
overrides	7.7.0
packaging	26.1
pandas	2.3.3
pandocfilters	1.5.0
panel	1.8.10
param	2.3.3
parso	0.8.6
partd	1.4.2
patsy	1.0.2
pexpect	4.9.0
pillow	12.2.0
pip	26.0.1
platformdirs	4.9.6
polars	1.35.2
polars-runtime-32	1.35.2
prometheus_client	0.25.0
prompt_toolkit	3.0.52
propcache	0.3.1
psutil	7.2.2
ptyprocess	0.7.0
pure_eval	0.2.3
pyarrow	21.0.0
pycparser	2.22
pyct	0.6.0
Pygments	2.20.0
pylibcudf	26.2.1
pylibcugraph	26.2.0
pylibraft	26.2.0
pynndescent	0.6.0
pyogrio	0.12.1
pyparsing	3.3.2
pyproj	3.7.2
PySocks	1.7.1
python-dateutil	2.9.0.post0
python-json-logger	2.0.7
pytz	2026.1.post1
pyviz_comms	3.0.6
PyWavelets	1.9.0
PyYAML	6.0.3
pyzmq	27.1.0
raft-dask	26.2.0
rapids-dask-dependency	26.2.0a0
rapids-singlecell-cu13	0.15.0rc5
referencing	0.37.0
requests	2.33.1
rfc3339_validator	0.1.4
rfc3986-validator	0.1.1
rfc3987-syntax	1.1.0
rich	15.0.0
rmm	26.2.0
rpds-py	0.30.0
scanpy	1.12.1
scikit-image	0.24.0
scikit-learn	1.8.0
scikit-misc	0.5.2
scipy	1.16.3
seaborn	0.13.2
Send2Trash	2.1.0
session-info2	0.4.1
setuptools	82.0.1
shapely	2.1.2
simpervisor	1.0.0
six	1.17.0
sniffio	1.3.1
sortedcontainers	2.4.0
soupsieve	2.8.3
stack_data	0.6.3
statsmodels	0.14.6
streamz	0.6.6
tblib	3.2.2
terminado	0.18.1
texttable	1.7.0
threadpoolctl	3.6.0
tifffile	2026.4.11
tinycss2	1.4.0
tomli	2.4.1
toolz	1.1.0
tornado	6.5.5
tqdm	4.67.3
traitlets	5.14.3
treelite	4.7.0
typing_extensions	4.15.0
typing_utils	0.1.0
tzdata	2026.1
uc-micro-py	2.0.0
ucxx	0.48.0
umap-learn	0.5.12
uri-template	1.3.0
urllib3	2.6.3
wcwidth	0.6.0
webcolors	25.10.0
webencodings	0.5.1
websocket-client	1.9.0
wget	3.2
xarray	2026.4.0
xgboost	3.1.3
xyzservices	2026.3.0
yarl	1.23.0
zarr	3.1.6
zict	3.0.0
zipp	3.23.1

R packages

Package	Version
base	4.5.3
bit	4.6.0
bit64	4.6.0-1
callr	3.7.6
cli	3.6.6
compiler	4.5.3
coro	1.1.0
cpp11	0.5.4
CudaMon	0.0.0.9000
datasets	4.5.3
desc	1.4.3
farver	2.1.2
generics	0.1.4
ggplot2	4.0.2
glue	1.8.1
graphics	4.5.3
grDevices	4.5.3
grid	4.5.3
gtable	0.3.6
here	1.0.2
isoband	0.3.0
jsonlite	2.0.0
labeling	0.4.3
lattice	0.22-9
lifecycle	1.0.5
lubridate	1.9.5
magrittr	2.0.5
Matrix	1.7-5
methods	4.5.3
parallel	4.5.3
png	0.1-9
processx	3.8.7
ps	1.9.2
R6	2.6.1
rappdirs	0.3.4
Rcollectl	0.99.11
RColorBrewer	1.1-3
Rcpp	1.1.1-1
RcppTOML	0.2.3
remotes	2.5.0
reticulate	1.46.0
rlang	1.2.0
rprojroot	2.1.1
S7	0.2.1-1
safetensors	0.2.0
scales	1.4.0
splines	4.5.3
stats	4.5.3
stats4	4.5.3
tcltk	4.5.3
timechange	0.4.0
tools	4.5.3
torch	0.17.0
utils	4.5.3
vctrs	0.7.3
viridisLite	0.4.3
withr	3.0.2

`nw-rpy-ml`

Python: 3.11.15
R: 4.5.3
Conda/micromamba packages: 611
Pip packages: 182
R packages: 265
Description: Mixed R and Python machine learning environment for modelling, statistics, and interoperable analysis.

Conda/micromamba packages

Package	Version	Build	Channel
_openmp_mutex	4.5	20_gnu	conda-forge
_r-mutex	1.0.1	anacondar_1	conda-forge
absl-py	2.4.0	pypi_0	pypi
alsa-lib	1.2.15.3	hb03c661_0	conda-forge
anyio	4.13.0	pyhcf101f3_0	conda-forge
argon2-cffi	25.1.0	pyhd8ed1ab_0	conda-forge
argon2-cffi-bindings	25.1.0	py311h49ec1c0_2	conda-forge
arrow	1.4.0	pyhcf101f3_0	conda-forge
asttokens	3.0.1	pyhd8ed1ab_0	conda-forge
astunparse	1.6.3	pypi_0	pypi
async-lru	2.3.0	pyhcf101f3_0	conda-forge
attrs	26.1.0	pyhcf101f3_0	conda-forge
aws-c-auth	0.10.1	h2d2dd48_2	conda-forge
aws-c-cal	0.9.13	h2c9d079_1	conda-forge
aws-c-common	0.12.6	hb03c661_0	conda-forge
aws-c-compression	0.3.2	h8b1a151_0	conda-forge
aws-c-event-stream	0.6.0	h9b893ba_1	conda-forge
aws-c-http	0.10.12	h4bacb7b_1	conda-forge
aws-c-io	0.26.3	hc87160b_0	conda-forge
aws-c-mqtt	0.15.2	he9ea9c5_1	conda-forge
aws-c-s3	0.11.5	h6d69fc9_5	conda-forge
aws-c-sdkutils	0.2.4	h8b1a151_4	conda-forge
aws-checksums	0.2.10	h8b1a151_0	conda-forge
aws-crt-cpp	0.37.4	h4c8aef7_3	conda-forge
aws-sdk-cpp	1.11.747	hc3785e1_3	conda-forge
azure-core-cpp	1.16.2	h206d751_0	conda-forge
azure-identity-cpp	1.13.3	hed0cdb0_1	conda-forge
azure-storage-blobs-cpp	12.16.0	hdd73cc9_1	conda-forge
azure-storage-common-cpp	12.12.0	ha7a2c86_1	conda-forge
azure-storage-files-datalake-cpp	12.14.0	h52c5a47_1	conda-forge
babel	2.18.0	pyhcf101f3_1	conda-forge
backports.zstd	1.3.0	py311h6b1f9c4_0	conda-forge
beautifulsoup4	4.14.3	pyha770c72_0	conda-forge
binutils_impl_linux-64	2.45.1	default_hfdba357_102	conda-forge
bleach	6.3.0	pyhcf101f3_1	conda-forge
bleach-with-css	6.3.0	hbca2aae_1	conda-forge
brotli	1.2.0	hed03a55_1	conda-forge
brotli-bin	1.2.0	hb03c661_1	conda-forge
brotli-python	1.2.0	py311h66f275b_1	conda-forge
bwidget	1.10.1	ha770c72_1	conda-forge
bzip2	1.0.8	hda65f42_9	conda-forge
c-ares	1.34.6	hb03c661_0	conda-forge
ca-certificates	2026.2.25	hbd8a1cb_0	conda-forge
cached_property	1.5.2	pyha770c72_1	conda-forge
cached-property	1.5.2	hd8ed1ab_1	conda-forge
cairo	1.18.4	he90730b_1	conda-forge
certifi	2026.2.25	pyhd8ed1ab_0	conda-forge
cffi	2.0.0	py311h03d9500_1	conda-forge
charset-normalizer	3.4.6	pyhd8ed1ab_0	conda-forge
cmake	4.3.0	hc85cc9f_0	conda-forge
comm	0.2.3	pyhe01879c_0	conda-forge
contourpy	1.3.3	py311h724c32c_4	conda-forge
cuda-bindings	12.9.4	pypi_0	pypi
cuda-pathfinder	1.2.2	pypi_0	pypi
cuda-toolkit	12.8.1	pypi_0	pypi
curl	8.19.0	hcf29cc6_0	conda-forge
cycler	0.12.1	pyhcf101f3_2	conda-forge
cyrus-sasl	2.1.28	hac629b4_1	conda-forge
dbus	1.16.2	h24cb091_1	conda-forge
debugpy	1.8.20	py311hc665b79_0	conda-forge
decorator	5.2.1	pyhd8ed1ab_0	conda-forge
defusedxml	0.7.1	pyhd8ed1ab_0	conda-forge
double-conversion	3.4.0	hecca717_0	conda-forge
exceptiongroup	1.3.1	pyhd8ed1ab_0	conda-forge
executing	2.2.1	pyhd8ed1ab_0	conda-forge
filelock	3.25.2	pypi_0	pypi
flatbuffers	25.12.19	pypi_0	pypi
font-ttf-dejavu-sans-mono	2.37	hab24e00_0	conda-forge
font-ttf-inconsolata	3.000	h77eed37_0	conda-forge
font-ttf-source-code-pro	2.038	h77eed37_0	conda-forge
font-ttf-ubuntu	0.83	h77eed37_3	conda-forge
fontconfig	2.17.1	h27c8c51_0	conda-forge
fonts-conda-ecosystem	1	0	conda-forge
fonts-conda-forge	1	hc364b38_1	conda-forge
fonttools	4.62.0	py311h3778330_0	conda-forge
fqdn	1.5.1	pyhd8ed1ab_1	conda-forge
freetype	2.14.3	ha770c72_0	conda-forge
fribidi	1.0.16	hb03c661_0	conda-forge
fsspec	2026.2.0	pypi_0	pypi
gast	0.7.0	pypi_0	pypi
gcc_impl_linux-64	15.2.0	he420e7e_18	conda-forge
gflags	2.2.2	h5888daf_1005	conda-forge
gfortran_impl_linux-64	15.2.0	h281d09f_18	conda-forge
git	2.53.0	pl5321h6d3cee1_0	conda-forge
glog	0.7.1	hbabe93e_0	conda-forge
google-pasta	0.2.0	pypi_0	pypi
graphite2	1.3.14	hecca717_2	conda-forge
grpcio	1.78.0	pypi_0	pypi
gsl	2.7	he838d99_0	conda-forge
gxx_impl_linux-64	15.2.0	hda75c37_18	conda-forge
h11	0.16.0	pyhcf101f3_1	conda-forge
h2	4.3.0	pyhcf101f3_0	conda-forge
h5py	3.14.0	pypi_0	pypi
harfbuzz	13.2.1	h6083320_0	conda-forge
hpack	4.1.0	pyhd8ed1ab_0	conda-forge
httpcore	1.0.9	pyh29332c3_0	conda-forge
httpx	0.28.1	pyhd8ed1ab_0	conda-forge
hyperframe	6.1.0	pyhd8ed1ab_0	conda-forge
icu	78.3	h33c6efd_0	conda-forge
idna	3.11	pyhd8ed1ab_0	conda-forge
ImageIO	2.37.3	pypi_0	pypi
importlib_resources	6.5.2	pyhd8ed1ab_0	conda-forge
importlib-metadata	8.8.0	pyhcf101f3_0	conda-forge
ipykernel	7.2.0	pyha191276_1	conda-forge
ipython	9.10.0	pyh53cf698_0	conda-forge
ipython_pygments_lexers	1.1.1	pyhd8ed1ab_0	conda-forge
isoduration	20.11.0	pyhd8ed1ab_1	conda-forge
jedi	0.19.2	pyhd8ed1ab_1	conda-forge
jinja2	3.1.6	pyhcf101f3_1	conda-forge
joblib	1.5.3	pyhd8ed1ab_0	conda-forge
json5	0.13.0	pyhd8ed1ab_0	conda-forge
jsonpointer	3.1.1	pyhcf101f3_0	conda-forge
jsonschema	4.26.0	pyhcf101f3_0	conda-forge
jsonschema-specifications	2025.9.1	pyhcf101f3_0	conda-forge
jsonschema-with-format-nongpl	4.26.0	hcf101f3_0	conda-forge
jupyter_client	8.8.0	pyhcf101f3_0	conda-forge
jupyter_core	5.9.1	pyhc90fa1f_0	conda-forge
jupyter_events	0.12.0	pyhe01879c_0	conda-forge
jupyter_server	2.17.0	pyhcf101f3_0	conda-forge
jupyter_server_terminals	0.5.4	pyhcf101f3_0	conda-forge
jupyter-lsp	2.3.0	pyhcf101f3_0	conda-forge
jupyterlab	4.5.6	pyhd8ed1ab_0	conda-forge
jupyterlab_pygments	0.3.0	pyhd8ed1ab_2	conda-forge
jupyterlab_server	2.28.0	pyhcf101f3_0	conda-forge
keras	3.13.2	pypi_0	pypi
kernel-headers_linux-64	5.14.0	he073ed8_3	conda-forge
keyutils	1.6.3	hb9d3cd8_0	conda-forge
kiwisolver	1.5.0	py311h724c32c_0	conda-forge
krb5	1.22.2	ha1258a1_0	conda-forge
lark	1.3.1	pyhd8ed1ab_0	conda-forge
lazy-loader	0.5	pypi_0	pypi
lcms2	2.18	h0c24ade_0	conda-forge
ld_impl_linux-64	2.45.1	default_hbd61a6d_102	conda-forge
lerc	4.1.0	hdb68285_0	conda-forge
libabseil	20260107.1	cxx17_h7b12aa8_0	conda-forge
libarrow	23.0.1	ha7f89c6_9_cpu	conda-forge
libarrow-acero	23.0.1	h635bf11_9_cpu	conda-forge
libarrow-compute	23.0.1	h53684a4_9_cpu	conda-forge
libarrow-dataset	23.0.1	h635bf11_9_cpu	conda-forge
libarrow-substrait	23.0.1	hb4dd7c2_9_cpu	conda-forge
libblas	3.11.0	6_h4a7cf45_openblas	conda-forge
libbrotlicommon	1.2.0	hb03c661_1	conda-forge
libbrotlidec	1.2.0	hb03c661_1	conda-forge
libbrotlienc	1.2.0	hb03c661_1	conda-forge
libcblas	3.11.0	6_h0358290_openblas	conda-forge
libclang	18.1.1	pypi_0	pypi
libclang-cpp22.1	22.1.0	default_h99862b1_0	conda-forge
libclang13	22.1.0	default_h746c552_0	conda-forge
libcrc32c	1.1.2	h9c3ff4c_0	conda-forge
libcups	2.3.3	h7a8fb5f_6	conda-forge
libcurl	8.19.0	hcf29cc6_0	conda-forge
libdeflate	1.25	h17f619e_0	conda-forge
libdrm	2.4.125	hb03c661_1	conda-forge
libedit	3.1.20250104	pl5321h7949ede_0	conda-forge
libegl	1.7.0	ha4b6fd6_2	conda-forge
libev	4.33	hd590300_2	conda-forge
libevent	2.1.12	hf998b51_1	conda-forge
libexpat	2.7.4	hecca717_0	conda-forge
libffi	3.5.2	h3435931_0	conda-forge
libfreetype	2.14.3	ha770c72_0	conda-forge
libfreetype6	2.14.3	h73754d4_0	conda-forge
libgcc	15.2.0	he0feb66_18	conda-forge
libgcc-devel_linux-64	15.2.0	hcc6f6b0_118	conda-forge
libgcc-ng	15.2.0	h69a702a_18	conda-forge
libgfortran	15.2.0	h69a702a_18	conda-forge
libgfortran-ng	15.2.0	h69a702a_18	conda-forge
libgfortran5	15.2.0	h68bc16d_18	conda-forge
libgit2	1.9.2	hc20babb_0	conda-forge
libgl	1.7.0	ha4b6fd6_2	conda-forge
libglib	2.86.4	h6548e54_1	conda-forge
libglvnd	1.7.0	ha4b6fd6_2	conda-forge
libglx	1.7.0	ha4b6fd6_2	conda-forge
libgomp	15.2.0	he0feb66_18	conda-forge
libgoogle-cloud	3.3.0	h25dbb67_1	conda-forge
libgoogle-cloud-storage	3.3.0	hdbdcf42_1	conda-forge
libgrpc	1.78.1	h1d1128b_0	conda-forge
libiconv	1.18	h3b78370_2	conda-forge
libjpeg-turbo	3.1.2	hb03c661_0	conda-forge
liblapack	3.11.0	6_h47877c9_openblas	conda-forge
libllvm22	22.1.2	hf7376ad_0	conda-forge
liblzma	5.8.3	hb03c661_0	conda-forge
libnghttp2	1.68.1	h877daf1_0	conda-forge
libnsl	2.0.1	hb9d3cd8_1	conda-forge
libntlm	1.8	hb9d3cd8_0	conda-forge
libopenblas	0.3.32	pthreads_h94d23a6_0	conda-forge
libopengl	1.7.0	ha4b6fd6_2	conda-forge
libopentelemetry-cpp	1.26.0	h9692893_0	conda-forge
libopentelemetry-cpp-headers	1.26.0	ha770c72_0	conda-forge
libparquet	23.0.1	h7376487_9_cpu	conda-forge
libpciaccess	0.18	hb9d3cd8_0	conda-forge
libpng	1.6.56	h421ea60_0	conda-forge
libpq	18.3	h9abb657_0	conda-forge
libprotobuf	6.33.5	h2b00c02_0	conda-forge
libre2-11	2025.11.05	h0dc7533_1	conda-forge
libsanitizer	15.2.0	h90f66d4_18	conda-forge
libsodium	1.0.21	h280c20c_3	conda-forge
libsqlite	3.52.0	hf4e2dac_0	conda-forge
libssh2	1.11.1	hcf80075_0	conda-forge
libstdcxx	15.2.0	h934c35e_18	conda-forge
libstdcxx-devel_linux-64	15.2.0	hd446a21_118	conda-forge
libstdcxx-ng	15.2.0	hdf11a46_18	conda-forge
libthrift	0.22.0	h454ac66_1	conda-forge
libtiff	4.7.1	h9d88235_1	conda-forge
libutf8proc	2.11.3	hfe17d71_0	conda-forge
libuuid	2.41.3	h5347b49_0	conda-forge
libuv	1.51.0	hb03c661_1	conda-forge
libvulkan-loader	1.4.341.0	h5279c79_0	conda-forge
libwebp-base	1.6.0	hd42ef1d_0	conda-forge
libxcb	1.17.0	h8a09558_0	conda-forge
libxcrypt	4.4.36	hd590300_1	conda-forge
libxkbcommon	1.13.1	hca5e8e5_0	conda-forge
libxml2	2.15.2	he237659_0	conda-forge
libxml2-16	2.15.2	hca6bf5a_0	conda-forge
libxslt	1.1.43	h711ed8c_1	conda-forge
libzlib	1.3.2	h25fd6f3_2	conda-forge
lz4-c	1.10.0	h5888daf_1	conda-forge
make	4.4.1	hb9d3cd8_2	conda-forge
markdown-it-py	4.0.0	pypi_0	pypi
markupsafe	3.0.3	py311h3778330_1	conda-forge
matplotlib	3.10.8	py311h38be061_0	conda-forge
matplotlib-base	3.10.8	py311h0f3be63_0	conda-forge
matplotlib-inline	0.2.1	pyhd8ed1ab_0	conda-forge
mdurl	0.1.2	pypi_0	pypi
mistune	3.2.0	pyhcf101f3_0	conda-forge
mpmath	1.3.0	pypi_0	pypi
munkres	1.1.4	pyhd8ed1ab_1	conda-forge
namex	0.1.0	pypi_0	pypi
nbclient	0.10.4	pyhd8ed1ab_0	conda-forge
nbconvert-core	7.17.0	pyhcf101f3_0	conda-forge
nbformat	5.10.4	pyhd8ed1ab_1	conda-forge
ncurses	6.5	h2d0b736_3	conda-forge
nest-asyncio	1.6.0	pyhd8ed1ab_1	conda-forge
networkx	3.6.1	pypi_0	pypi
nlohmann_json	3.12.0	h54a6638_1	conda-forge
notebook	7.5.5	pyhcf101f3_0	conda-forge
notebook-shim	0.2.4	pyhd8ed1ab_1	conda-forge
numpy	2.4.3	py311h2e04523_0	conda-forge
nvidia-cublas-cu12	12.8.4.1	pypi_0	pypi
nvidia-cuda-cupti-cu12	12.8.90	pypi_0	pypi
nvidia-cuda-nvcc-cu12	12.9.86	pypi_0	pypi
nvidia-cuda-nvrtc-cu12	12.8.93	pypi_0	pypi
nvidia-cuda-runtime-cu12	12.8.90	pypi_0	pypi
nvidia-cudnn-cu12	9.19.0.56	pypi_0	pypi
nvidia-cufft-cu12	11.3.3.83	pypi_0	pypi
nvidia-cufile-cu12	1.13.1.3	pypi_0	pypi
nvidia-curand-cu12	10.3.9.90	pypi_0	pypi
nvidia-cusolver-cu12	11.7.3.90	pypi_0	pypi
nvidia-cusparse-cu12	12.5.8.93	pypi_0	pypi
nvidia-cusparselt-cu12	0.7.1	pypi_0	pypi
nvidia-ml	7.352.0	py_0	conda-forge
nvidia-ml-py3	7.352.0	pypi_0	pypi
nvidia-nccl-cu12	2.28.9	pypi_0	pypi
nvidia-nvjitlink-cu12	12.8.93	pypi_0	pypi
nvidia-nvshmem-cu12	3.4.5	pypi_0	pypi
nvidia-nvtx-cu12	12.8.90	pypi_0	pypi
openjpeg	2.5.4	h55fea9a_0	conda-forge
openldap	2.6.10	hbde042b_1	conda-forge
openssl	3.6.1	h35e630c_1	conda-forge
optree	0.19.0	pypi_0	pypi
orc	2.3.0	h21090e2_0	conda-forge
overrides	7.7.0	pyhd8ed1ab_1	conda-forge
packaging	26.0	pyhcf101f3_0	conda-forge
pandas	3.0.1	py311h8032f78_0	conda-forge
pandoc	3.9.0.2	ha770c72_0	conda-forge
pandocfilters	1.5.0	pyhd8ed1ab_0	conda-forge
pango	1.56.4	hda50119_1	conda-forge
parso	0.8.6	pyhcf101f3_0	conda-forge
patsy	1.0.2	pyhcf101f3_0	conda-forge
pcre2	10.47	haa7fec5_0	conda-forge
perl	5.32.1	7_hd590300_perl5	conda-forge
pexpect	4.9.0	pyhd8ed1ab_1	conda-forge
pillow	12.1.1	py311hf88fc01_0	conda-forge
pip	26.0.1	pyh8b19718_0	conda-forge
pixman	0.46.4	h54a6638_1	conda-forge
pkg-config	0.29.2	h4bc722e_1009	conda-forge
platformdirs	4.9.4	pyhcf101f3_0	conda-forge
prometheus_client	0.24.1	pyhd8ed1ab_0	conda-forge
prometheus-cpp	1.3.0	ha5d0236_0	conda-forge
prompt-toolkit	3.0.52	pyha770c72_0	conda-forge
protobuf	7.34.1	pypi_0	pypi
psutil	7.2.2	py311haee01d2_0	conda-forge
pthread-stubs	0.4	hb9d3cd8_1002	conda-forge
ptyprocess	0.7.0	pyhd8ed1ab_1	conda-forge
pure_eval	0.2.3	pyhd8ed1ab_1	conda-forge
pyarrow	23.0.1	py311h38be061_0	conda-forge
pyarrow-core	23.0.1	py311h66caee6_0_cpu	conda-forge
pycparser	2.22	pyh29332c3_1	conda-forge
pygments	2.19.2	pyhd8ed1ab_0	conda-forge
pyparsing	3.3.2	pyhcf101f3_0	conda-forge
pyreadr	0.5.6	py311hc84a679_0	conda-forge
pyside6	6.10.2	py311hf27b23e_1	conda-forge
pysocks	1.7.1	pyha55dd90_7	conda-forge
python	3.11.15	hd63d673_0_cpython	conda-forge
python_abi	3.11	8_cp311	conda-forge
python-dateutil	2.9.0.post0	pyhe01879c_2	conda-forge
python-fastjsonschema	2.21.2	pyhe01879c_0	conda-forge
python-json-logger	2.0.7	pyhd8ed1ab_0	conda-forge
python-tzdata	2025.3	pyhd8ed1ab_0	conda-forge
pyyaml	6.0.3	py311h3778330_1	conda-forge
pyzmq	27.1.0	py311h57d2397_2	conda-forge
qhull	2020.2	h434a139_5	conda-forge
qt6-main	6.10.2	pl5321h16c4a6b_6	conda-forge
r-askpass	1.2.1	r45h54b55ab_1	conda-forge
r-assertthat	0.2.1	r45hc72bb7e_6	conda-forge
r-backports	1.5.0	r45h54b55ab_2	conda-forge
r-base	4.5.3	h15dba0b_1	conda-forge
r-base64enc	0.1_6	r45h54b55ab_0	conda-forge
r-bit	4.6.0	r45h54b55ab_1	conda-forge
r-bit64	4.6.0_1	r45h54b55ab_1	conda-forge
r-blob	1.3.0	r45hc72bb7e_0	conda-forge
r-boot	1.3_32	r45hc72bb7e_1	conda-forge
r-brew	1.0_10	r45hc72bb7e_2	conda-forge
r-brio	1.1.5	r45h54b55ab_2	conda-forge
r-broom	1.0.12	r45hc72bb7e_0	conda-forge
r-bslib	0.10.0	r45hc72bb7e_0	conda-forge
r-cachem	1.1.0	r45h54b55ab_2	conda-forge
r-callr	3.7.6	r45hc72bb7e_2	conda-forge
r-caret	7.0_1	r45h54b55ab_0	conda-forge
r-cellranger	1.1.0	r45hc72bb7e_1008	conda-forge
r-class	7.3_23	r45h54b55ab_1	conda-forge
r-cli	3.6.5	r45h3697838_1	conda-forge
r-cliapp	0.1.2	r45hc72bb7e_2	conda-forge
r-clipr	0.8.0	r45hc72bb7e_4	conda-forge
r-clock	0.7.4	r45h3697838_0	conda-forge
r-cluster	2.1.8.2	r45heaba542_0	conda-forge
r-codetools	0.2_20	r45hc72bb7e_2	conda-forge
r-colorspace	2.1_2	r45h54b55ab_0	conda-forge
r-commonmark	2.0.0	r45h54b55ab_1	conda-forge
r-conflicted	1.2.0	r45h785f33e_3	conda-forge
r-cpp11	0.5.3	r45h785f33e_0	conda-forge
r-crayon	1.5.3	r45hc72bb7e_2	conda-forge
r-credentials	2.0.3	r45hc72bb7e_1	conda-forge
r-crul	1.6.0	r45hc72bb7e_1	conda-forge
r-curl	7.0.0	r45h10955f1_1	conda-forge
r-data.table	1.17.8	r45h1c8cec4_1	conda-forge
r-dbi	1.3.0	r45hc72bb7e_0	conda-forge
r-dbplyr	2.5.2	r45hc72bb7e_0	conda-forge
r-desc	1.4.3	r45hc72bb7e_2	conda-forge
r-devtools	2.5.0	r45hc72bb7e_0	conda-forge
r-diagram	1.6.5	r45ha770c72_4	conda-forge
r-diffobj	0.3.6	r45h54b55ab_1	conda-forge
r-digest	0.6.39	r45h3697838_0	conda-forge
r-downlit	0.4.5	r45hc72bb7e_0	conda-forge
r-dplyr	1.2.0	r45h3697838_0	conda-forge
r-dtplyr	1.3.3	r45hc72bb7e_0	conda-forge
r-e1071	1.7_17	r45h3697838_0	conda-forge
r-ellipsis	0.3.2	r45h54b55ab_4	conda-forge
r-essentials	4.5	r45hd8ed1ab_2006	conda-forge
r-evaluate	1.0.5	r45hc72bb7e_1	conda-forge
r-fansi	1.0.7	r45h54b55ab_0	conda-forge
r-farver	2.1.2	r45h3697838_2	conda-forge
r-fastmap	1.2.0	r45h3697838_2	conda-forge
r-filelock	1.0.3	r45h54b55ab_2	conda-forge
r-fontawesome	0.5.3	r45hc72bb7e_1	conda-forge
r-forcats	1.0.1	r45hc72bb7e_0	conda-forge
r-foreach	1.5.2	r45hc72bb7e_4	conda-forge
r-foreign	0.8_91	r45h54b55ab_0	conda-forge
r-formatr	1.14	r45hc72bb7e_3	conda-forge
r-fs	1.6.7	r45h3697838_0	conda-forge
r-future	1.70.0	r45hc72bb7e_0	conda-forge
r-future.apply	1.20.2	r45hc72bb7e_0	conda-forge
r-gargle	1.6.1	r45h785f33e_0	conda-forge
r-generics	0.1.4	r45hc72bb7e_1	conda-forge
r-gert	2.3.1	r45h5e22a44_0	conda-forge
r-ggplot2	4.0.2	r45h785f33e_0	conda-forge
r-gh	1.5.0	r45hc72bb7e_1	conda-forge
r-gistr	0.9.0	r45hc72bb7e_4	conda-forge
r-gitcreds	0.1.2	r45hc72bb7e_4	conda-forge
r-glmnet	4.1_10	r45ha36cffa_1	conda-forge
r-globals	0.19.1	r45hc72bb7e_0	conda-forge
r-glue	1.8.0	r45h54b55ab_1	conda-forge
r-googledrive	2.1.2	r45hc72bb7e_1	conda-forge
r-googlesheets4	1.1.2	r45h785f33e_1	conda-forge
r-gower	1.0.2	r45h54b55ab_0	conda-forge
r-gtable	0.3.6	r45hc72bb7e_1	conda-forge
r-hardhat	1.4.2	r45hc72bb7e_1	conda-forge
r-haven	2.5.5	r45h6d565e7_1	conda-forge
r-here	1.0.2	r45hc72bb7e_0	conda-forge
r-hexbin	1.28.5	r45heaba542_1	conda-forge
r-highr	0.12	r45hc72bb7e_0	conda-forge
r-hms	1.1.4	r45hc72bb7e_0	conda-forge
r-htmltools	0.5.9	r45h3697838_0	conda-forge
r-htmlwidgets	1.6.4	r45h785f33e_4	conda-forge
r-httpcode	0.3.0	r45ha770c72_5	conda-forge
r-httpuv	1.6.17	r45h6d565e7_0	conda-forge
r-httr	1.4.8	r45hc72bb7e_0	conda-forge
r-httr2	1.2.2	r45hc72bb7e_0	conda-forge
r-ids	1.0.1	r45hc72bb7e_5	conda-forge
r-ini	0.3.1	r45hc72bb7e_1007	conda-forge
r-ipred	0.9_15	r45h54b55ab_2	conda-forge
r-irdisplay	1.1	r45hd8ed1ab_4	conda-forge
r-irkernel	1.3.2	r45h785f33e_3	conda-forge
r-isoband	0.3.0	r45h3697838_0	conda-forge
r-iterators	1.0.14	r45hc72bb7e_4	conda-forge
r-jquerylib	0.1.4	r45hc72bb7e_4	conda-forge
r-jsonlite	2.0.0	r45h54b55ab_1	conda-forge
r-kernsmooth	2.23_26	r45ha0a88a1_1	conda-forge
r-knitr	1.51	r45hc72bb7e_0	conda-forge
r-labeling	0.4.3	r45hc72bb7e_2	conda-forge
r-later	1.4.8	r45h3697838_0	conda-forge
r-lattice	0.22_9	r45h54b55ab_0	conda-forge
r-lava	1.8.2	r45hc72bb7e_0	conda-forge
r-lazyeval	0.2.2	r45h54b55ab_6	conda-forge
r-lifecycle	1.0.5	r45hc72bb7e_0	conda-forge
r-listenv	0.10.1	r45hc72bb7e_0	conda-forge
r-lobstr	1.2.0	r45h3697838_0	conda-forge
r-lpsolve	5.6.23	r45h54b55ab_1	conda-forge
r-lubridate	1.9.5	r45h54b55ab_0	conda-forge
r-magrittr	2.0.4	r45h54b55ab_0	conda-forge
r-maps	3.4.3	r45h54b55ab_1	conda-forge
r-mass	7.3_65	r45h54b55ab_0	conda-forge
r-matrix	1.7_4	r45h0e4624f_1	conda-forge
r-memoise	2.0.1	r45hc72bb7e_4	conda-forge
r-mgcv	1.9_4	r45h0e4624f_0	conda-forge
r-mime	0.13	r45h54b55ab_1	conda-forge
r-miniui	0.1.2	r45hc72bb7e_1	conda-forge
r-modelmetrics	1.2.2.2	r45h3697838_5	conda-forge
r-modelr	0.1.11	r45hc72bb7e_3	conda-forge
r-munsell	0.5.1	r45hc72bb7e_2	conda-forge
r-nlme	3.1_168	r45heaba542_1	conda-forge
r-nnet	7.3_20	r45h54b55ab_1	conda-forge
r-numderiv	2016.8_1.1	r45hc72bb7e_7	conda-forge
r-openssl	2.3.5	r45h68c19f5_0	conda-forge
r-otel	0.2.0	r45hc72bb7e_1	conda-forge
r-pak	0.9.2	r45hc72bb7e_0	conda-forge
r-parallelly	1.46.1	r45h54b55ab_0	conda-forge
r-pbdzmq	0.3_14	r45hded8526_1	conda-forge
r-pillar	1.11.1	r45hc72bb7e_0	conda-forge
r-pkgbuild	1.4.8	r45hc72bb7e_1	conda-forge
r-pkgcache	2.2.4	r45hc72bb7e_1	conda-forge
r-pkgconfig	2.0.3	r45hc72bb7e_5	conda-forge
r-pkgdown	2.2.0	r45hc72bb7e_0	conda-forge
r-pkgload	1.5.0	r45hc72bb7e_0	conda-forge
r-plyr	1.8.9	r45h3697838_3	conda-forge
r-png	0.1_9	r45haf2892b_0	conda-forge
r-praise	1.0.0	r45hc72bb7e_1009	conda-forge
r-prettycode	1.1.0	r45hc72bb7e_5	conda-forge
r-prettyunits	1.2.0	r45hc72bb7e_2	conda-forge
r-proc	1.19.0.1	r45h3697838_1	conda-forge
r-processx	3.8.6	r45h54b55ab_1	conda-forge
r-prodlim	2026.03.11	r45h3697838_0	conda-forge
r-profvis	0.4.0	r45h54b55ab_1	conda-forge
r-progress	1.2.3	r45hc72bb7e_2	conda-forge
r-progressr	0.18.0	r45hc72bb7e_0	conda-forge
r-promises	1.5.0	r45hc72bb7e_1	conda-forge
r-proxy	0.4_29	r45h54b55ab_0	conda-forge
r-pryr	0.1.6	r45h3697838_3	conda-forge
r-ps	1.9.1	r45h54b55ab_1	conda-forge
r-purrr	1.2.1	r45h54b55ab_0	conda-forge
r-quantmod	0.4.28	r45hc72bb7e_1	conda-forge
r-r6	2.6.1	r45hc72bb7e_1	conda-forge
r-ragg	1.5.2	r45h9f1dc4d_0	conda-forge
r-randomforest	4.7_1.2	r45heaba542_1	conda-forge
r-rappdirs	0.3.4	r45h54b55ab_0	conda-forge
r-rbokeh	0.5.2	r45hc72bb7e_5	conda-forge
r-rcmdcheck	1.4.0	r45h785f33e_4	conda-forge
r-rcolorbrewer	1.1_3	r45h785f33e_4	conda-forge
r-rcpp	1.1.1	r45h3697838_0	conda-forge
r-rcppeigen	0.3.4.0.2	r45h3704496_1	conda-forge
r-rcpptoml	0.2.3	r45h3697838_1	conda-forge
r-readr	2.2.0	r45h3697838_0	conda-forge
r-readxl	1.4.5	r45h10e25cc_1	conda-forge
r-recipes	1.3.1	r45hc72bb7e_1	conda-forge
r-recommended	4.5	r45hd8ed1ab_1008	conda-forge
r-rematch	2.0.0	r45hc72bb7e_2	conda-forge
r-rematch2	2.1.2	r45hc72bb7e_5	conda-forge
r-remotes	2.5.0	r45hc72bb7e_2	conda-forge
r-repr	1.1.7	r45h785f33e_2	conda-forge
r-reprex	2.1.1	r45hc72bb7e_2	conda-forge
r-reshape2	1.4.5	r45h3697838_0	conda-forge
r-reticulate	1.45.0	r45h3697838_0	conda-forge
r-rlang	1.1.7	r45h3697838_0	conda-forge
r-rmarkdown	2.31	r45hc72bb7e_0	conda-forge
r-roxygen2	7.3.3	r45h3697838_1	conda-forge
r-rpart	4.1.24	r45h54b55ab_1	conda-forge
r-rprojroot	2.1.1	r45hc72bb7e_1	conda-forge
r-rstudioapi	0.18.0	r45hc72bb7e_0	conda-forge
r-rversions	3.0.0	r45hc72bb7e_0	conda-forge
r-rvest	1.0.5	r45hc72bb7e_1	conda-forge
r-s7	0.2.1	r45h54b55ab_0	conda-forge
r-sass	0.4.10	r45h3697838_1	conda-forge
r-scales	1.4.0	r45hc72bb7e_1	conda-forge
r-selectr	0.5_1	r45hc72bb7e_0	conda-forge
r-sessioninfo	1.2.3	r45hc72bb7e_1	conda-forge
r-shape	1.4.6.1	r45ha770c72_2	conda-forge
r-shiny	1.13.0	r45h785f33e_0	conda-forge
r-sourcetools	0.1.7_1	r45h3697838_3	conda-forge
r-sparsevctrs	0.3.6	r45h54b55ab_0	conda-forge
r-spatial	7.3_18	r45h54b55ab_1	conda-forge
r-squarem	2026.1	r45hc72bb7e_0	conda-forge
r-stringi	1.8.7	r45h3d52c89_2	conda-forge
r-stringr	1.6.0	r45h785f33e_0	conda-forge
r-survival	3.8_6	r45h54b55ab_0	conda-forge
r-sys	3.4.3	r45h54b55ab_1	conda-forge
r-systemfonts	1.3.2	r45h74f4acd_0	conda-forge
r-testthat	3.3.2	r45h3697838_0	conda-forge
r-textshaping	1.0.5	r45h74f4acd_0	conda-forge
r-tibble	3.3.1	r45h54b55ab_0	conda-forge
r-tidyr	1.3.2	r45h3697838_0	conda-forge
r-tidyselect	1.2.1	r45hc72bb7e_2	conda-forge
r-tidyverse	2.0.0	r45h785f33e_3	conda-forge
r-timechange	0.4.0	r45h3697838_0	conda-forge
r-timedate	4052.112	r45hc72bb7e_0	conda-forge
r-tinytex	0.58	r45hc72bb7e_0	conda-forge
r-triebeard	0.4.1	r45h3697838_4	conda-forge
r-ttr	0.24.4	r45h54b55ab_2	conda-forge
r-tzdb	0.5.0	r45h3697838_2	conda-forge
r-urlchecker	1.0.1	r45hc72bb7e_4	conda-forge
r-urltools	1.7.3.1	r45h3697838_1	conda-forge
r-usethis	3.2.1	r45hc72bb7e_1	conda-forge
r-utf8	1.2.6	r45h54b55ab_1	conda-forge
r-uuid	1.2_2	r45h54b55ab_0	conda-forge
r-vctrs	0.7.2	r45h3697838_0	conda-forge
r-viridislite	0.4.3	r45hc72bb7e_0	conda-forge
r-vroom	1.7.0	r45h3697838_0	conda-forge
r-waldo	0.6.2	r45hc72bb7e_1	conda-forge
r-whisker	0.4.1	r45hc72bb7e_3	conda-forge
r-withr	3.0.2	r45hc72bb7e_1	conda-forge
r-xfun	0.56	r45h3697838_0	conda-forge
r-xml2	1.5.2	r45he78afff_0	conda-forge
r-xopen	1.0.1	r45hc72bb7e_2	conda-forge
r-xtable	1.8_8	r45hc72bb7e_0	conda-forge
r-xts	0.14.2	r45h54b55ab_0	conda-forge
r-yaml	2.3.12	r45h54b55ab_0	conda-forge
r-zip	2.3.3	r45h54b55ab_1	conda-forge
r-zoo	1.8_15	r45h54b55ab_0	conda-forge
re2	2025.11.05	h5301d42_1	conda-forge
readline	8.3	h853b02a_0	conda-forge
referencing	0.37.0	pyhcf101f3_0	conda-forge
requests	2.33.0	pyhcf101f3_0	conda-forge
rfc3339-validator	0.1.4	pyhd8ed1ab_1	conda-forge
rfc3986-validator	0.1.1	pyh9f0ad1d_0	conda-forge
rfc3987-syntax	1.1.0	pyhe01879c_1	conda-forge
rhash	1.4.6	hb9d3cd8_1	conda-forge
rich	14.3.3	pypi_0	pypi
rpds-py	0.30.0	py311h902ca64_0	conda-forge
s2n	1.7.1	h1cbb8d7_1	conda-forge
scikit-image	0.26.0	pypi_0	pypi
scikit-learn	1.8.0	np2py311ha15b03d_1	conda-forge
scipy	1.17.1	py311hbe70eeb_0	conda-forge
seaborn	0.13.2	hd8ed1ab_3	conda-forge
seaborn-base	0.13.2	pyhd8ed1ab_3	conda-forge
sed	4.9	h6688a6e_0	conda-forge
send2trash	2.1.0	pyha191276_1	conda-forge
setuptools	82.0.1	pyh332efcf_0	conda-forge
six	1.17.0	pyhe01879c_1	conda-forge
snappy	1.2.2	h03e3b7b_1	conda-forge
sniffio	1.3.1	pyhd8ed1ab_2	conda-forge
soupsieve	2.8.3	pyhd8ed1ab_0	conda-forge
stack_data	0.6.3	pyhd8ed1ab_1	conda-forge
statsmodels	0.14.6	py311h0372a8f_0	conda-forge
sympy	1.14.0	pypi_0	pypi
sysroot_linux-64	2.34	h087de78_3	conda-forge
tensorflow	2.21.0	pypi_0	pypi
termcolor	3.3.0	pypi_0	pypi
terminado	0.18.1	pyhc90fa1f_1	conda-forge
threadpoolctl	3.6.0	pyhecae5ae_0	conda-forge
tifffile	2026.3.3	pypi_0	pypi
tinycss2	1.4.0	pyhd8ed1ab_0	conda-forge
tk	8.6.13	noxft_h366c992_103	conda-forge
tktable	2.10	h5a7a40f_8	conda-forge
tomli	2.4.1	pyhcf101f3_0	conda-forge
torch	2.11.0+cu128	pypi_0	pypi
torchvision	0.26.0	pypi_0	pypi
tornado	6.5.5	py311h49ec1c0_0	conda-forge
tqdm	4.67.3	pyh8f84b5b_0	conda-forge
traitlets	5.14.3	pyhd8ed1ab_1	conda-forge
triton	3.6.0	pypi_0	pypi
typing_extensions	4.15.0	pyhcf101f3_0	conda-forge
typing_utils	0.1.0	pyhd8ed1ab_1	conda-forge
typing-extensions	4.15.0	h396c80c_0	conda-forge
tzdata	2025c	hc9c84f9_1	conda-forge
unicodedata2	17.0.1	py311h49ec1c0_0	conda-forge
uri-template	1.3.0	pyhd8ed1ab_1	conda-forge
urllib3	2.6.3	pyhd8ed1ab_0	conda-forge
wayland	1.25.0	hd6090a7_0	conda-forge
wcwidth	0.6.0	pyhd8ed1ab_0	conda-forge
webcolors	25.10.0	pyhd8ed1ab_0	conda-forge
webencodings	0.5.1	pyhd8ed1ab_3	conda-forge
websocket-client	1.9.0	pyhd8ed1ab_0	conda-forge
wheel	0.46.3	pyhd8ed1ab_0	conda-forge
wrapt	2.1.2	pypi_0	pypi
xcb-util	0.4.1	h4f16b4b_2	conda-forge
xcb-util-cursor	0.1.6	hb03c661_0	conda-forge
xcb-util-image	0.4.0	hb711507_2	conda-forge
xcb-util-keysyms	0.4.1	hb711507_0	conda-forge
xcb-util-renderutil	0.3.10	hb711507_0	conda-forge
xcb-util-wm	0.4.2	hb711507_0	conda-forge
xkeyboard-config	2.47	hb03c661_0	conda-forge
xorg-libice	1.1.2	hb9d3cd8_0	conda-forge
xorg-libsm	1.2.6	he73a12e_0	conda-forge
xorg-libx11	1.8.13	he1eb515_0	conda-forge
xorg-libxau	1.0.12	hb03c661_1	conda-forge
xorg-libxcomposite	0.4.7	hb03c661_0	conda-forge
xorg-libxcursor	1.2.3	hb9d3cd8_0	conda-forge
xorg-libxdamage	1.1.6	hb9d3cd8_0	conda-forge
xorg-libxdmcp	1.1.5	hb03c661_1	conda-forge
xorg-libxext	1.3.7	hb03c661_0	conda-forge
xorg-libxfixes	6.0.2	hb03c661_0	conda-forge
xorg-libxi	1.8.2	hb9d3cd8_0	conda-forge
xorg-libxrandr	1.5.5	hb03c661_0	conda-forge
xorg-libxrender	0.9.12	hb9d3cd8_0	conda-forge
xorg-libxt	1.3.1	hb9d3cd8_0	conda-forge
xorg-libxtst	1.2.5	hb9d3cd8_3	conda-forge
xorg-libxxf86vm	1.1.7	hb03c661_0	conda-forge
yaml	0.2.5	h280c20c_3	conda-forge
zeromq	4.3.5	h41580af_10	conda-forge
zipp	3.23.0	pyhcf101f3_1	conda-forge
zlib	1.3.2	h25fd6f3_2	conda-forge
zlib-ng	2.3.3	hceb46e0_1	conda-forge
zstd	1.5.7	hb78ec9c_6	conda-forge

Pip packages

Package	Version
absl-py	2.4.0
anyio	4.13.0
argon2-cffi	25.1.0
argon2-cffi-bindings	25.1.0
arrow	1.4.0
asttokens	3.0.1
astunparse	1.6.3
async-lru	2.3.0
attrs	26.1.0
babel	2.18.0
backports.zstd	1.3.0
beautifulsoup4	4.14.3
bleach	6.3.0
Brotli	1.2.0
cached-property	1.5.2
certifi	2026.2.25
cffi	2.0.0
charset-normalizer	3.4.6
comm	0.2.3
contourpy	1.3.3
cuda-bindings	12.9.4
cuda-pathfinder	1.2.2
cuda-toolkit	12.8.1
cycler	0.12.1
debugpy	1.8.20
decorator	5.2.1
defusedxml	0.7.1
exceptiongroup	1.3.1
executing	2.2.1
fastjsonschema	2.21.2
filelock	3.25.2
flatbuffers	25.12.19
fonttools	4.62.0
fqdn	1.5.1
fsspec	2026.2.0
gast	0.7.0
google-pasta	0.2.0
grpcio	1.78.0
h11	0.16.0
h2	4.3.0
h5py	3.14.0
hpack	4.1.0
httpcore	1.0.9
httpx	0.28.1
hyperframe	6.1.0
idna	3.11
ImageIO	2.37.3
importlib_metadata	8.8.0
importlib_resources	6.5.2
ipykernel	7.2.0
ipython	9.10.0
ipython_pygments_lexers	1.1.1
isoduration	20.11.0
jedi	0.19.2
Jinja2	3.1.6
joblib	1.5.3
json5	0.13.0
jsonpointer	3.1.1
jsonschema	4.26.0
jsonschema-specifications	2025.9.1
jupyter_client	8.8.0
jupyter_core	5.9.1
jupyter_server	2.17.0
jupyter_server_terminals	0.5.4
jupyter-events	0.12.0
jupyter-lsp	2.3.0
jupyterlab	4.5.6
jupyterlab_pygments	0.3.0
jupyterlab_server	2.28.0
keras	3.13.2
kiwisolver	1.5.0
lark	1.3.1
lazy-loader	0.5
libclang	18.1.1
markdown-it-py	4.0.0
MarkupSafe	3.0.3
matplotlib	3.10.8
matplotlib-inline	0.2.1
mdurl	0.1.2
mistune	3.2.0
mpmath	1.3.0
munkres	1.1.4
namex	0.1.0
nbclient	0.10.4
nbconvert	7.17.0
nbformat	5.10.4
nest_asyncio	1.6.0
networkx	3.6.1
notebook	7.5.5
notebook_shim	0.2.4
numpy	2.4.3
nvidia-cublas-cu12	12.8.4.1
nvidia-cuda-cupti-cu12	12.8.90
nvidia-cuda-nvcc-cu12	12.9.86
nvidia-cuda-nvrtc-cu12	12.8.93
nvidia-cuda-runtime-cu12	12.8.90
nvidia-cudnn-cu12	9.19.0.56
nvidia-cufft-cu12	11.3.3.83
nvidia-cufile-cu12	1.13.1.3
nvidia-curand-cu12	10.3.9.90
nvidia-cusolver-cu12	11.7.3.90
nvidia-cusparse-cu12	12.5.8.93
nvidia-cusparselt-cu12	0.7.1
nvidia-ml-py3	7.352.0
nvidia-nccl-cu12	2.28.9
nvidia-nvjitlink-cu12	12.8.93
nvidia-nvshmem-cu12	3.4.5
nvidia-nvtx-cu12	12.8.90
optree	0.19.0
overrides	7.7.0
packaging	26.0
pandas	3.0.1
pandocfilters	1.5.0
parso	0.8.6
patsy	1.0.2
pexpect	4.9.0
pillow	12.1.1
pip	26.0.1
platformdirs	4.9.4
prometheus_client	0.24.1
prompt_toolkit	3.0.52
protobuf	7.34.1
psutil	7.2.2
ptyprocess	0.7.0
pure_eval	0.2.3
pyarrow	23.0.1
pycparser	2.22
Pygments	2.19.2
pyparsing	3.3.2
pyreadr	0.5.6
PySide6	6.10.2
PySocks	1.7.1
python-dateutil	2.9.0.post0
python-json-logger	2.0.7
PyYAML	6.0.3
pyzmq	27.1.0
referencing	0.37.0
requests	2.33.0
rfc3339_validator	0.1.4
rfc3986-validator	0.1.1
rfc3987-syntax	1.1.0
rich	14.3.3
rpds-py	0.30.0
scikit-image	0.26.0
scikit-learn	1.8.0
scipy	1.17.1
seaborn	0.13.2
Send2Trash	2.1.0
setuptools	70.2.0
shiboken6	6.10.2
six	1.17.0
sniffio	1.3.1
soupsieve	2.8.3
stack_data	0.6.3
statsmodels	0.14.6
sympy	1.14.0
tensorflow	2.21.0
termcolor	3.3.0
terminado	0.18.1
threadpoolctl	3.6.0
tifffile	2026.3.3
tinycss2	1.4.0
tomli	2.4.1
torch	2.11.0+cu128
torchvision	0.26.0
tornado	6.5.5
tqdm	4.67.3
traitlets	5.14.3
triton	3.6.0
typing_extensions	4.15.0
typing_utils	0.1.0
tzdata	2025.3
unicodedata2	17.0.1
uri-template	1.3.0
urllib3	2.6.3
wcwidth	0.6.0
webcolors	25.10.0
webencodings	0.5.1
websocket-client	1.9.0
wheel	0.46.3
wrapt	2.1.2
zipp	3.23.0

R packages

Package	Version
askpass	1.2.1
assertthat	0.2.1
backports	1.5.0
base	4.5.3
base64enc	0.1-6
bit	4.6.0
bit64	4.6.0-1
blob	1.3.0
boot	1.3-32
brew	1.0-10
brio	1.1.5
broom	1.0.12
bslib	0.10.0
cachem	1.1.0
callr	3.7.6
caret	7.0-1
cellranger	1.1.0
class	7.3-23
cli	3.6.5
cliapp	0.1.2
clipr	0.8.0
clock	0.7.4
cluster	2.1.8.2
codetools	0.2-20
colorspace	2.1-2
commonmark	2.0.0
compiler	4.5.3
config	0.3.2
conflicted	1.2.0
coro	1.1.0
cpp11	0.5.3
crayon	1.5.3
credentials	2.0.3
crul	1.6.0
curl	7.0.0
data.table	1.18.2.1
datasets	4.5.3
DBI	1.3.0
dbplyr	2.5.2
desc	1.4.3
devtools	2.5.0
diagram	1.6.5
dials	1.4.2
DiceDesign	1.10
diffobj	0.3.6
digest	0.6.39
dotty	0.1.0
downlit	0.4.5
dplyr	1.2.0
dtplyr	1.3.3
e1071	1.7-17
ellipsis	0.3.2
evaluate	1.0.5
fansi	1.0.7
farver	2.1.2
fastmap	1.2.0
filelock	1.0.3
fontawesome	0.5.3
forcats	1.0.1
foreach	1.5.2
foreign	0.8-91
formatR	1.14
fs	1.6.7
furrr	0.3.1
future	1.70.0
future.apply	1.20.2
gargle	1.6.1
generics	0.1.4
gert	2.3.1
ggplot2	4.0.2
gh	1.5.0
gistr	0.9.0
gitcreds	0.1.2
glmnet	4.1-10
globals	0.19.1
glue	1.8.0
googledrive	2.1.2
googlesheets4	1.1.2
gower	1.0.2
GPfit	1.0-9
graphics	4.5.3
grDevices	4.5.3
grid	4.5.3
gtable	0.3.6
hardhat	1.4.2
haven	2.5.5
here	1.0.2
hexbin	1.28.5
highr	0.12
hms	1.1.4
htmltools	0.5.9
htmlwidgets	1.6.4
httpcode	0.3.0
httpuv	1.6.17
httr	1.4.8
httr2	1.2.2
ids	1.0.1
infer	1.1.0
ini	0.3.1
ipred	0.9-15
IRdisplay	1.1
IRkernel	1.3.2
isoband	0.3.0
iterators	1.0.14
jquerylib	0.1.4
jsonlite	2.0.0
keras3	1.5.1
KernSmooth	2.23-26
knitr	1.51
labeling	0.4.3
later	1.4.8
lattice	0.22-9
lava	1.8.2
lazyeval	0.2.2
lhs	1.2.1
lifecycle	1.0.5
listenv	0.10.1
lobstr	1.2.0
lpSolve	5.6.23
lubridate	1.9.5
magrittr	2.0.4
maps	3.4.3
MASS	7.3-65
Matrix	1.7-4
memoise	2.0.1
methods	4.5.3
mgcv	1.9-4
mime	0.13
miniUI	0.1.2
modeldata	1.5.1
modelenv	0.2.0
ModelMetrics	1.2.2.2
modelr	0.1.11
munsell	0.5.1
nlme	3.1-168
nnet	7.3-20
numDeriv	2016.8-1.1
openssl	2.3.5
otel	0.2.0
pak	0.9.2
parallel	4.5.3
parallelly	1.46.1
parsnip	1.4.1
patchwork	1.3.2
pbdZMQ	0.3-14
pillar	1.11.1
pkgbuild	1.4.8
pkgcache	2.2.4
pkgconfig	2.0.3
pkgdown	2.2.0
pkgload	1.5.0
plyr	1.8.9
png	0.1-9
praise	1.0.0
prettycode	1.1.0
prettyunits	1.2.0
pROC	1.19.0.1
processx	3.8.6
prodlim	2026.03.11
profvis	0.4.0
progress	1.2.3
progressr	0.18.0
promises	1.5.0
proxy	0.4-29
pryr	0.1.6
ps	1.9.1
purrr	1.2.1
quantmod	0.4.28
R6	2.6.1
ragg	1.5.2
randomForest	4.7-1.2
rappdirs	0.3.4
rbokeh	0.5.2
rcmdcheck	1.4.0
RColorBrewer	1.1-3
Rcpp	1.1.1
RcppEigen	0.3.4.0.2
RcppTOML	0.2.3
readr	2.2.0
readxl	1.4.5
recipes	1.3.1
rematch	2.0.0
rematch2	2.1.2
remotes	2.5.0
repr	1.1.7
reprex	2.1.1
reshape2	1.4.5
reticulate	1.45.0
rlang	1.1.7
rmarkdown	2.31
roxygen2	7.3.3
rpart	4.1.24
rprojroot	2.1.1
rsample	1.3.2
rstudioapi	0.18.0
rversions	3.0.0
rvest	1.0.5
S7	0.2.1
safetensors	0.2.0
sass	0.4.10
scales	1.4.0
selectr	0.5-1
sessioninfo	1.2.3
sfd	0.1.0
shape	1.4.6.1
shiny	1.13.0
slider	0.3.3
sourcetools	0.1.7-1
sparsevctrs	0.3.6
spatial	7.3-18
splines	4.5.3
SQUAREM	2026.1
stats	4.5.3
stats4	4.5.3
stringi	1.8.7
stringr	1.6.0
survival	3.8-6
sys	3.4.3
systemfonts	1.3.2
tailor	0.1.0
tcltk	4.5.3
tensorflow	2.20.0
testthat	3.3.2
textshaping	1.0.5
tfautograph	0.3.2
tfruns	1.5.4
tibble	3.3.1
tidymodels	1.4.1
tidyr	1.3.2
tidyselect	1.2.1
tidyverse	2.0.0
timechange	0.4.0
timeDate	4052.112
tinytex	0.58
tools	4.5.3
torch	0.16.3
triebeard	0.4.1
TTR	0.24.4
tune	2.0.1
tzdb	0.5.0
urlchecker	1.0.1
urltools	1.7.3.1
usethis	3.2.1
utf8	1.2.6
utils	4.5.3
uuid	1.2-2
vctrs	0.7.2
viridisLite	0.4.3
vroom	1.7.0
waldo	0.6.2
warp	0.2.3
whisker	0.4.1
withr	3.0.2
workflows	1.3.0
workflowsets	1.1.1
xfun	0.56
xml2	1.5.2
xopen	1.0.1
xtable	1.8-8
xts	0.14.2
yaml	2.3.12
yardstick	1.3.2
zeallot	0.2.0
zip	2.3.3
zoo	1.8-15

`nw-rpy-sc`

Python: 3.11.15
R: 4.5.3
Conda/micromamba packages: 1062
Pip packages: 308
R packages: 425
Description: Single-cell analysis environment with R and Python packages for preprocessing, integration, and visualization.

Conda/micromamba packages

Package	Version	Build	Channel
_openmp_mutex	4.5	7_kmp_llvm	conda-forge
_python_abi3_support	1.0	hd8ed1ab_2	conda-forge
_r-mutex	1.0.1	anacondar_1	conda-forge
adwaita-icon-theme	49.0	unix_0	conda-forge
aiohappyeyeballs	2.6.1	pyhd8ed1ab_0	conda-forge
aiohttp	3.13.5	py311h55b9665_0	conda-forge
aiosignal	1.4.0	pyhd8ed1ab_0	conda-forge
alabaster	1.0.0	pyhd8ed1ab_1	conda-forge
alsa-lib	1.2.16.1	hb03c661_0	conda-forge
anndata	0.12.11	pyhd8ed1ab_0	conda-forge
annotated-doc	0.0.4	pyhcf101f3_0	conda-forge
annotated-types	0.7.0	pyhd8ed1ab_1	conda-forge
annsel	0.1.2	pyhd8ed1ab_0	conda-forge
anyio	4.13.0	pyhcf101f3_0	conda-forge
aom	3.9.1	hac33072_0	conda-forge
app-model	0.5.1	pyhd8ed1ab_0	conda-forge
appdirs	1.4.4	pyhd8ed1ab_1	conda-forge
argcomplete	3.6.3	pyhd8ed1ab_0	conda-forge
argon2-cffi	25.1.0	pyhd8ed1ab_0	conda-forge
argon2-cffi-bindings	25.1.0	py311h49ec1c0_2	conda-forge
arpack	3.9.1	nompi_hf03ea27_102	conda-forge
array-api-compat	1.14.0	pyhc364b38_0	conda-forge
arrow	1.4.0	pyhcf101f3_0	conda-forge
asttokens	3.0.1	pyhd8ed1ab_0	conda-forge
async-lru	2.3.0	pyhcf101f3_0	conda-forge
at-spi2-atk	2.38.0	h0630a04_3	conda-forge
at-spi2-core	2.40.3	h0630a04_0	conda-forge
atk-1.0	2.38.0	h04ea711_2	conda-forge
attrs	26.1.0	pyhcf101f3_0	conda-forge
aws-c-auth	0.9.3	hef928c7_0	conda-forge
aws-c-cal	0.9.13	h2c9d079_1	conda-forge
aws-c-common	0.12.6	hb03c661_0	conda-forge
aws-c-compression	0.3.1	h8b1a151_9	conda-forge
aws-c-event-stream	0.5.7	h28f887f_1	conda-forge
aws-c-http	0.10.7	ha8fc4e3_5	conda-forge
aws-c-io	0.23.3	hdaf4b65_5	conda-forge
aws-c-mqtt	0.13.3	hc63082f_11	conda-forge
aws-c-s3	0.11.3	h06ab39a_1	conda-forge
aws-c-sdkutils	0.2.4	h8b1a151_4	conda-forge
aws-checksums	0.2.7	h8b1a151_5	conda-forge
aws-crt-cpp	0.35.4	h8824e59_0	conda-forge
aws-sdk-cpp	1.11.606	h20b40b1_10	conda-forge
azure-core-cpp	1.16.2	h206d751_0	conda-forge
azure-identity-cpp	1.13.3	hed0cdb0_1	conda-forge
azure-storage-blobs-cpp	12.16.0	hdd73cc9_1	conda-forge
azure-storage-common-cpp	12.12.0	ha7a2c86_1	conda-forge
azure-storage-files-datalake-cpp	12.14.0	h52c5a47_1	conda-forge
babel	2.18.0	pyhcf101f3_1	conda-forge
backports.zstd	1.3.0	py311h6b1f9c4_0	conda-forge
beautifulsoup4	4.14.3	pyha770c72_0	conda-forge
bermuda	0.1.7	py311hc8fb587_0	conda-forge
binutils_impl_linux-64	2.45.1	default_hfdba357_102	conda-forge
bioconductor-alabaster.base	1.10.0	r45ha27e39d_0	bioconda
bioconductor-alabaster.matrix	1.10.0	r45ha27e39d_0	bioconda
bioconductor-alabaster.ranges	1.10.0	r45hdfd78af_0	bioconda
bioconductor-alabaster.schemas	1.10.0	r45hdfd78af_0	bioconda
bioconductor-alabaster.se	1.10.0	r45hdfd78af_0	bioconda
bioconductor-annotationdbi	1.72.0	r45hdfd78af_0	bioconda
bioconductor-annotationhub	4.0.0	r45hdfd78af_0	bioconda
bioconductor-assorthead	1.4.0	r45hdfd78af_0	bioconda
bioconductor-basilisk	1.22.0	r45hdfd78af_0	bioconda
bioconductor-batchelor	1.26.0	r45ha27e39d_0	bioconda
bioconductor-beachmat	2.26.0	r45ha27e39d_0	bioconda
bioconductor-biobase	2.70.0	r45h01b2380_0	bioconda
bioconductor-biocbaseutils	1.12.0	r45hdfd78af_0	bioconda
bioconductor-biocfilecache	3.0.0	r45hdfd78af_0	bioconda
bioconductor-biocgenerics	0.56.0	r45hdfd78af_2	bioconda
bioconductor-biocio	1.20.0	r45hdfd78af_0	bioconda
bioconductor-biocneighbors	2.4.0	r45ha27e39d_0	bioconda
bioconductor-biocparallel	1.44.0	r45ha27e39d_1	bioconda
bioconductor-biocsingular	1.26.1	r45ha27e39d_0	bioconda
bioconductor-biocversion	3.22.0	r45hdfd78af_0	bioconda
bioconductor-biostrings	2.78.0	r45h01b2380_0	bioconda
bioconductor-bluster	1.20.0	r45ha27e39d_0	bioconda
bioconductor-celldex	1.20.0	r45hdfd78af_0	bioconda
bioconductor-cigarillo	1.0.0	r45h01b2380_0	bioconda
bioconductor-data-packages	20260207	hdfd78af_0	bioconda
bioconductor-delayedarray	0.36.0	r45h01b2380_0	bioconda
bioconductor-delayedmatrixstats	1.32.0	r45hdfd78af_0	bioconda
bioconductor-dir.expiry	1.18.0	r45hdfd78af_0	bioconda
bioconductor-dropletutils	1.30.0	r45ha27e39d_0	bioconda
bioconductor-ebimage	4.52.0	r45ha27e39d_0	bioconda
bioconductor-edger	4.8.2	r45h01b2380_0	bioconda
bioconductor-experimenthub	3.0.0	r45hdfd78af_0	bioconda
bioconductor-genomeinfodb	1.46.2	r45hdfd78af_0	bioconda
bioconductor-genomicalignments	1.46.0	r45h01b2380_0	bioconda
bioconductor-genomicranges	1.62.1	r45h01b2380_0	bioconda
bioconductor-ggspavis	1.16.0	r45hdfd78af_0	bioconda
bioconductor-glmgampoi	1.22.0	r45ha27e39d_0	bioconda
bioconductor-gypsum	1.6.0	r45hdfd78af_0	bioconda
bioconductor-h5mread	1.2.1	r45h01b2380_1	bioconda
bioconductor-hdf5array	1.38.0	r45hdfd78af_0	bioconda
bioconductor-iranges	2.44.0	r45h01b2380_1	bioconda
bioconductor-keggrest	1.50.0	r45hdfd78af_0	bioconda
bioconductor-limma	3.66.0	r45h01b2380_0	bioconda
bioconductor-matrixgenerics	1.22.0	r45hdfd78af_1	bioconda
bioconductor-metapod	1.18.0	r45ha27e39d_0	bioconda
bioconductor-residualmatrix	1.20.0	r45hdfd78af_0	bioconda
bioconductor-rhdf5	2.54.1	r45h882589e_0	bioconda
bioconductor-rhdf5filters	1.22.0	r45ha27e39d_0	bioconda
bioconductor-rhdf5lib	1.32.0	r45h01b2380_0	bioconda
bioconductor-rhtslib	3.6.0	r45h01b2380_0	bioconda
bioconductor-rsamtools	2.26.0	r45ha27e39d_0	bioconda
bioconductor-rtracklayer	1.70.1	r45h01b2380_0	bioconda
bioconductor-s4arrays	1.10.1	r45h01b2380_0	bioconda
bioconductor-s4vectors	0.48.0	r45h01b2380_1	bioconda
bioconductor-scaledmatrix	1.18.0	r45hdfd78af_0	bioconda
bioconductor-scater	1.38.0	r45hdfd78af_0	bioconda
bioconductor-scdblfinder	1.24.0	r45hdfd78af_0	bioconda
bioconductor-scran	1.38.0	r45ha27e39d_0	bioconda
bioconductor-scuttle	1.20.0	r45ha27e39d_0	bioconda
bioconductor-seqinfo	1.0.0	r45hdfd78af_0	bioconda
bioconductor-singlecellexperiment	1.32.0	r45hdfd78af_0	bioconda
bioconductor-singler	2.12.0	r45ha27e39d_0	bioconda
bioconductor-sparsearray	1.10.8	r45h01b2380_0	bioconda
bioconductor-sparsematrixstats	1.22.0	r45ha27e39d_0	bioconda
bioconductor-spatialexperiment	1.20.0	r45hdfd78af_0	bioconda
bioconductor-spatialfeatureexperiment	1.12.1	r45hdfd78af_0	bioconda
bioconductor-stexampledata	1.18.0	r45hdfd78af_0	bioconda
bioconductor-summarizedexperiment	1.40.0	r45hdfd78af_0	bioconda
bioconductor-tenxio	1.12.1	r45hdfd78af_0	bioconda
bioconductor-ucsc.utils	1.6.1	r45hdfd78af_0	bioconda
bioconductor-visiumio	1.6.3	r45hdfd78af_0	bioconda
bioconductor-xvector	0.50.0	r45h01b2380_0	bioconda
bioconductor-zellkonverter	1.20.1	r45hdfd78af_0	bioconda
bleach	6.3.0	pyhcf101f3_1	conda-forge
bleach-with-css	6.3.0	hbca2aae_1	conda-forge
blosc	1.21.6	he440d0b_1	conda-forge
bokeh	3.9.0	pyhd8ed1ab_0	conda-forge
branca	0.8.2	pyhd8ed1ab_0	conda-forge
brotli	1.2.0	hed03a55_1	conda-forge
brotli-bin	1.2.0	hb03c661_1	conda-forge
brotli-python	1.2.0	py311h66f275b_1	conda-forge
brunsli	0.1	hd1e3526_2	conda-forge
bwidget	1.10.1	ha770c72_1	conda-forge
bzip2	1.0.8	hda65f42_9	conda-forge
c-ares	1.34.6	hb03c661_0	conda-forge
c-blosc2	2.23.1	hc31b594_0	conda-forge
ca-certificates	2026.4.22	hbd8a1cb_0	conda-forge
cached_property	1.5.2	pyha770c72_1	conda-forge
cached-property	1.5.2	hd8ed1ab_1	conda-forge
cachey	0.2.1	pyh9f0ad1d_0	conda-forge
cairo	1.18.4	he90730b_1	conda-forge
certifi	2026.4.22	pyhd8ed1ab_0	conda-forge
cffi	2.0.0	py311h03d9500_1	conda-forge
charls	2.4.3	hecca717_0	conda-forge
charset-normalizer	3.4.7	pyhd8ed1ab_0	conda-forge
click	8.3.2	pyhc90fa1f_0	conda-forge
cloudpickle	3.1.2	pyhcf101f3_1	conda-forge
colorama	0.4.6	pyhd8ed1ab_1	conda-forge
colorcet	3.1.0	pyhd8ed1ab_1	conda-forge
comm	0.2.3	pyhe01879c_0	conda-forge
contourpy	1.3.3	py311h724c32c_4	conda-forge
cpython	3.11.15	py311hd8ed1ab_0	conda-forge
cuda-version	12.9	h4f385c5_3	conda-forge
curl	8.19.0	hcf29cc6_0	conda-forge
cycler	0.12.1	pyhcf101f3_2	conda-forge
cyrus-sasl	2.1.28	hac629b4_1	conda-forge
cytoolz	1.1.0	py311h49ec1c0_2	conda-forge
dart-sass	1.101.0	hfc2019e_0	conda-forge
dask	2026.1.1	pyhcf101f3_0	conda-forge
dask-core	2026.1.1	pyhcf101f3_1	conda-forge
dask-image	2025.11.0	pyhd8ed1ab_0	conda-forge
datashader	0.19.0	pyhd8ed1ab_0	conda-forge
dav1d	1.2.1	hd590300_0	conda-forge
dbus	1.16.2	h24cb091_1	conda-forge
debugpy	1.8.20	py311hc665b79_0	conda-forge
decorator	5.2.1	pyhd8ed1ab_0	conda-forge
defusedxml	0.7.1	pyhd8ed1ab_0	conda-forge
deno	2.4.5	h6046fbb_0	conda-forge
deno-dom	0.1.41	h4768de7_0	conda-forge
deprecated	1.3.1	pyhd8ed1ab_1	conda-forge
distributed	2026.1.1	pyhcf101f3_1	conda-forge
docstring_parser	0.17.0	pyhd8ed1ab_0	conda-forge
docutils	0.22.4	pyhd8ed1ab_0	conda-forge
donfig	0.8.1.post1	pyhd8ed1ab_1	conda-forge
double-conversion	3.4.0	hecca717_0	conda-forge
entrypoints	0.4	pyhd8ed1ab_1	conda-forge
epoxy	1.5.10	hb03c661_2	conda-forge
esbuild	0.28.1	hfc2019e_0	conda-forge
exceptiongroup	1.3.1	pyhd8ed1ab_0	conda-forge
executing	2.2.1	pyhd8ed1ab_0	conda-forge
ffmpeg	8.0.1	gpl_h43fde53_912	conda-forge
fftw	3.3.11	nompi_h3b011a4_100	conda-forge
filelock	3.29.0	pyhd8ed1ab_0	conda-forge
flexcache	0.3	pyhd8ed1ab_1	conda-forge
flexparser	0.4	pyhd8ed1ab_1	conda-forge
flowio	1.4.0	pyhd8ed1ab_0	conda-forge
folium	0.20.0	pyhd8ed1ab_0	conda-forge
font-ttf-dejavu-sans-mono	2.37	hab24e00_0	conda-forge
font-ttf-inconsolata	3.000	h77eed37_0	conda-forge
font-ttf-source-code-pro	2.038	h77eed37_0	conda-forge
font-ttf-ubuntu	0.83	h77eed37_3	conda-forge
fontconfig	2.17.1	h27c8c51_0	conda-forge
fonts-conda-ecosystem	1	0	conda-forge
fonts-conda-forge	1	hc364b38_1	conda-forge
fonttools	4.62.1	py311h3778330_0	conda-forge
fqdn	1.5.1	pyhd8ed1ab_1	conda-forge
freetype	2.14.3	ha770c72_0	conda-forge
freetype-py	2.5.1	pyhd8ed1ab_1	conda-forge
freexl	2.0.0	h9dce30a_2	conda-forge
fribidi	1.0.16	hb03c661_0	conda-forge
frozenlist	1.7.0	py311h52bc045_0	conda-forge
fsspec	2026.3.0	pyhd8ed1ab_0	conda-forge
gcc_impl_linux-64	15.2.0	he420e7e_18	conda-forge
gdk-pixbuf	2.44.6	h2b0a6b4_0	conda-forge
geopandas	1.1.3	pyhd8ed1ab_0	conda-forge
geopandas-base	1.1.3	pyha770c72_0	conda-forge
geos	3.14.1	h480dda7_0	conda-forge
gflags	2.2.2	h5888daf_1005	conda-forge
gfortran_impl_linux-64	15.2.0	h281d09f_18	conda-forge
ghostscript	10.07.0	hecca717_0	conda-forge
giflib	5.2.2	hd590300_0	conda-forge
glib-tools	2.86.4	hf516916_1	conda-forge
glog	0.7.1	hbabe93e_0	conda-forge
glpk	5.0	h445213a_0	conda-forge
glslang	16.3.0	h96af755_0	conda-forge
gmp	6.3.0	hac33072_2	conda-forge
gmpy2	2.3.0	py311h92a432a_1	conda-forge
google-crc32c	1.8.0	py311h2702b87_1	conda-forge
graphite2	1.3.14	hecca717_2	conda-forge
graphviz	14.1.2	h8b86629_0	conda-forge
gsl	2.7	he838d99_0	conda-forge
gtk3	3.24.52	ha5ea40c_0	conda-forge
gts	0.7.6	h977cf35_4	conda-forge
gxx_impl_linux-64	15.2.0	hda75c37_18	conda-forge
h11	0.16.0	pyhcf101f3_1	conda-forge
h2	4.3.0	pyhcf101f3_0	conda-forge
h5py	3.16.0	nompi_py311h0b2f468_102	conda-forge
harfbuzz	14.2.0	h6083320_0	conda-forge
hdf5	1.14.6	nompi_h19486de_108	conda-forge
heapdict	1.0.1	pyhd8ed1ab_2	conda-forge
hicolor-icon-theme	0.17	ha770c72_3	conda-forge
hpack	4.1.0	pyhd8ed1ab_0	conda-forge
hsluv	5.0.4	pyhd8ed1ab_2	conda-forge
httpcore	1.0.9	pyh29332c3_0	conda-forge
httpx	0.28.1	pyhd8ed1ab_0	conda-forge
hyperframe	6.1.0	pyhd8ed1ab_0	conda-forge
icu	78.3	h33c6efd_0	conda-forge
idna	3.11	pyhf9edf01_1	conda-forge
igraph	0.10.17	hfe3e89f_1	conda-forge
imagecodecs	2026.3.6	py311h2f21a4e_2	conda-forge
imageio	2.37.0	pyhfb79c49_0	conda-forge
imagemagick	7.1.2_21	gpl_h24958af_0	conda-forge
imagesize	2.0.0	pyhd8ed1ab_0	conda-forge
importlib_resources	7.1.0	pyhd8ed1ab_0	conda-forge
importlib-metadata	8.8.0	pyhcf101f3_0	conda-forge
in-n-out	0.2.1	pyhd8ed1ab_1	conda-forge
intel-gmmlib	22.10.0	hb700be7_0	conda-forge
intel-media-driver	25.3.4	hecca717_0	conda-forge
ipykernel	6.31.0	pyha191276_0	conda-forge
ipython	9.10.1	pyh53cf698_0	conda-forge
ipython_pygments_lexers	1.1.1	pyhd8ed1ab_0	conda-forge
isoduration	20.11.0	pyhd8ed1ab_1	conda-forge
jbig	2.1	h7f98852_2003	conda-forge
jedi	0.19.2	pyhd8ed1ab_1	conda-forge
jinja2	3.1.6	pyhcf101f3_1	conda-forge
joblib	1.5.3	pyhd8ed1ab_0	conda-forge
jq	1.8.1	h73b1eb8_0	conda-forge
json-c	0.18	h6688a6e_0	conda-forge
json5	0.14.0	pyhd8ed1ab_0	conda-forge
jsonpointer	3.1.1	pyhcf101f3_0	conda-forge
jsonschema	4.26.0	pyhcf101f3_0	conda-forge
jsonschema-specifications	2025.9.1	pyhcf101f3_0	conda-forge
jsonschema-with-format-nongpl	4.26.0	hcf101f3_0	conda-forge
jupyter_client	8.8.0	pyhcf101f3_0	conda-forge
jupyter_core	5.9.1	pyhc90fa1f_0	conda-forge
jupyter_events	0.12.1	pyhcf101f3_0	conda-forge
jupyter_server	2.17.0	pyhcf101f3_0	conda-forge
jupyter_server_terminals	0.5.4	pyhcf101f3_0	conda-forge
jupyter-lsp	2.3.1	pyhcf101f3_0	conda-forge
jupyter-rsession-proxy	2.4.0	pyhd8ed1ab_0	conda-forge
jupyter-server-proxy	4.5.0	pyhcf101f3_1	conda-forge
jupyterlab	4.5.6	pyhd8ed1ab_0	conda-forge
jupyterlab_pygments	0.3.0	pyhd8ed1ab_2	conda-forge
jupyterlab_server	2.28.0	pyhcf101f3_0	conda-forge
jxrlib	1.1	hd590300_3	conda-forge
kernel-headers_linux-64	5.14.0	he073ed8_3	conda-forge
keyutils	1.6.3	hb9d3cd8_0	conda-forge
kiwisolver	1.5.0	py311h724c32c_0	conda-forge
krb5	1.22.2	ha1258a1_0	conda-forge
lame	3.100	h166bdaf_1003	conda-forge
lark	1.3.1	pyhd8ed1ab_0	conda-forge
lazy_loader	0.5	pyhd8ed1ab_0	conda-forge
lazy-loader	0.5	pyhd8ed1ab_0	conda-forge
lcms2	2.18	h0c24ade_0	conda-forge
ld_impl_linux-64	2.45.1	default_hbd61a6d_102	conda-forge
legacy-api-wrap	1.5	pyhd8ed1ab_0	conda-forge
leidenalg	0.10.2	py311h1ddb823_1	conda-forge
lerc	4.1.0	hdb68285_0	conda-forge
level-zero	1.29.0	hb700be7_0	conda-forge
libabseil	20250512.1	cxx17_hba17884_0	conda-forge
libaec	1.1.5	h088129d_0	conda-forge
libarchive	3.8.7	gpl_hc2c16d8_100	conda-forge
libarrow	23.0.0	h258748b_2_cuda	conda-forge
libarrow-acero	23.0.0	h635bf11_2_cuda	conda-forge
libarrow-compute	23.0.0	h8c2c5c3_2_cuda	conda-forge
libarrow-dataset	23.0.0	h635bf11_2_cuda	conda-forge
libarrow-substrait	23.0.0	h3f74fd7_2_cuda	conda-forge
libass	0.17.4	h96ad9f0_0	conda-forge
libavif16	1.4.1	hcfa2d63_0	conda-forge
libblas	3.11.0	6_h4a7cf45_openblas	conda-forge
libbrotlicommon	1.2.0	hb03c661_1	conda-forge
libbrotlidec	1.2.0	hb03c661_1	conda-forge
libbrotlienc	1.2.0	hb03c661_1	conda-forge
libcap	2.78	hd0affe5_0	conda-forge
libcblas	3.11.0	6_h0358290_openblas	conda-forge
libcrc32c	1.1.2	h9c3ff4c_0	conda-forge
libcups	2.3.3	h7a8fb5f_6	conda-forge
libcurl	8.19.0	hcf29cc6_0	conda-forge
libde265	1.0.15	h00ab1b0_0	conda-forge
libdeflate	1.25	h17f619e_0	conda-forge
libdrm	2.4.125	hb03c661_1	conda-forge
libedit	3.1.20250104	pl5321h7949ede_0	conda-forge
libegl	1.7.0	ha4b6fd6_2	conda-forge
libegl-devel	1.7.0	ha4b6fd6_2	conda-forge
libev	4.33	hd590300_2	conda-forge
libevent	2.1.12	hf998b51_1	conda-forge
libexpat	2.7.5	hecca717_0	conda-forge
libffi	3.5.2	h3435931_0	conda-forge
libflac	1.5.0	he200343_1	conda-forge
libfreetype	2.14.3	ha770c72_0	conda-forge
libfreetype6	2.14.3	h73754d4_0	conda-forge
libgcc	15.2.0	he0feb66_18	conda-forge
libgcc-devel_linux-64	15.2.0	hcc6f6b0_118	conda-forge
libgcc-ng	15.2.0	h69a702a_18	conda-forge
libgd	2.3.3	h5fbf134_12	conda-forge
libgdal-core	3.12.3	he63569f_3	conda-forge
libgfortran	15.2.0	h69a702a_18	conda-forge
libgfortran-ng	15.2.0	h69a702a_18	conda-forge
libgfortran5	15.2.0	h68bc16d_18	conda-forge
libgit2	1.9.2	hc20babb_0	conda-forge
libgl	1.7.0	ha4b6fd6_2	conda-forge
libgl-devel	1.7.0	ha4b6fd6_2	conda-forge
libglib	2.86.4	h6548e54_1	conda-forge
libglvnd	1.7.0	ha4b6fd6_2	conda-forge
libglx	1.7.0	ha4b6fd6_2	conda-forge
libglx-devel	1.7.0	ha4b6fd6_2	conda-forge
libgomp	15.2.0	he0feb66_18	conda-forge
libgoogle-cloud	2.39.0	hdb79228_0	conda-forge
libgoogle-cloud-storage	2.39.0	hdbdcf42_0	conda-forge
libgrpc	1.73.1	h3288cfb_1	conda-forge
libheif	1.19.7	gpl_hc18d805_100	conda-forge
libhwloc	2.12.2	default_hafda6a7_1000	conda-forge
libhwy	1.3.0	h4c17acf_1	conda-forge
libiconv	1.18	h3b78370_2	conda-forge
libjpeg-turbo	3.1.4.1	hb03c661_0	conda-forge
libjxl	0.11.2	ha09017c_0	conda-forge
libkml	1.3.0	haa4a5bd_1022	conda-forge
liblapack	3.11.0	6_h47877c9_openblas	conda-forge
libleidenalg	0.11.1	h00ab1b0_0	conda-forge
liblzma	5.8.3	hb03c661_0	conda-forge
liblzma-devel	5.8.3	hb03c661_0	conda-forge
libmpdec	4.0.0	hb03c661_1	conda-forge
libnghttp2	1.68.1	h877daf1_0	conda-forge
libnsl	2.0.1	hb9d3cd8_1	conda-forge
libntlm	1.8	hb9d3cd8_0	conda-forge
libogg	1.3.5	hd0c01bc_1	conda-forge
libopenblas	0.3.32	pthreads_h94d23a6_0	conda-forge
libopengl	1.7.0	ha4b6fd6_2	conda-forge
libopengl-devel	1.7.0	ha4b6fd6_2	conda-forge
libopentelemetry-cpp	1.21.0	hb9b0907_1	conda-forge
libopentelemetry-cpp-headers	1.21.0	ha770c72_1	conda-forge
libopenvino	2025.4.1	hb56ce9e_1	conda-forge
libopenvino-auto-batch-plugin	2025.4.1	hd85de46_1	conda-forge
libopenvino-auto-plugin	2025.4.1	hd85de46_1	conda-forge
libopenvino-hetero-plugin	2025.4.1	hd41364c_1	conda-forge
libopenvino-intel-cpu-plugin	2025.4.1	hb56ce9e_1	conda-forge
libopenvino-intel-gpu-plugin	2025.4.1	hb56ce9e_1	conda-forge
libopenvino-intel-npu-plugin	2025.4.1	hb56ce9e_1	conda-forge
libopenvino-ir-frontend	2025.4.1	hd41364c_1	conda-forge
libopenvino-onnx-frontend	2025.4.1	h1862bb8_1	conda-forge
libopenvino-paddle-frontend	2025.4.1	h1862bb8_1	conda-forge
libopenvino-pytorch-frontend	2025.4.1	hecca717_1	conda-forge
libopenvino-tensorflow-frontend	2025.4.1	h0767aad_1	conda-forge
libopenvino-tensorflow-lite-frontend	2025.4.1	hecca717_1	conda-forge
libopus	1.6.1	h280c20c_0	conda-forge
libparquet	23.0.0	h7376487_2_cuda	conda-forge
libpciaccess	0.18	hb9d3cd8_0	conda-forge
libpng	1.6.58	h421ea60_0	conda-forge
libpq	18.4	hd5a49e9_1	conda-forge
libprotobuf	6.31.1	h49aed37_4	conda-forge
libre2-11	2025.11.05	h7b12aa8_0	conda-forge
librsvg	2.62.1	h4c96295_0	conda-forge
librttopo	1.1.0	h46dd2a8_20	conda-forge
libsanitizer	15.2.0	h90f66d4_18	conda-forge
libsndfile	1.2.2	hc7d488a_2	conda-forge
libsodium	1.0.21	h280c20c_3	conda-forge
libspatialite	5.1.0	gpl_h2abfd87_119	conda-forge
libsqlite	3.53.0	hf4e2dac_0	conda-forge
libssh2	1.11.1	hcf80075_0	conda-forge
libstdcxx	15.2.0	h934c35e_18	conda-forge
libstdcxx-devel_linux-64	15.2.0	hd446a21_118	conda-forge
libstdcxx-ng	15.2.0	hdf11a46_18	conda-forge
libsystemd0	261.1	h6f4a2f1_0	conda-forge
libthrift	0.22.0	h454ac66_1	conda-forge
libtiff	4.7.1	h9d88235_1	conda-forge
libtorch	2.7.1	cpu_generic_h1322af4_3	conda-forge
libudev1	261.1	h6f4a2f1_0	conda-forge
libudunits2	2.2.28	h40f5838_3	conda-forge
libunwind	1.8.3	h65a8314_0	conda-forge
liburing	2.14	hb700be7_0	conda-forge
libusb	1.0.29	h73b1eb8_0	conda-forge
libutf8proc	2.11.3	hfe17d71_0	conda-forge
libuuid	2.42	h5347b49_0	conda-forge
libuv	1.51.0	hb03c661_1	conda-forge
libva	2.23.0	he1eb515_0	conda-forge
libvorbis	1.3.7	h54a6638_2	conda-forge
libvpl	2.15.0	h54a6638_1	conda-forge
libvpx	1.15.2	hecca717_0	conda-forge
libvulkan-loader	1.4.357.0	h5279c79_0	conda-forge
libwebp	1.6.0	h9635ea4_0	conda-forge
libwebp-base	1.6.0	hd42ef1d_0	conda-forge
libxcb	1.17.0	h8a09558_0	conda-forge
libxcrypt	4.4.36	hd590300_1	conda-forge
libxgboost	3.2.0	cuda129_h54c741a_1	conda-forge
libxkbcommon	1.13.1	hca5e8e5_0	conda-forge
libxml2	2.15.3	h49c6c72_0	conda-forge
libxml2-16	2.15.3	hca6bf5a_0	conda-forge
libxml2-devel	2.15.3	h49c6c72_0	conda-forge
libxslt	1.1.43	h711ed8c_1	conda-forge
libzlib	1.3.2	h25fd6f3_2	conda-forge
libzopfli	1.0.3	h9c3ff4c_0	conda-forge
llvm-openmp	22.1.4	h4922eb0_0	conda-forge
llvmlite	0.47.0	py311h41a00d4_1	conda-forge
locket	1.0.0	pyhd8ed1ab_0	conda-forge
loguru	0.7.3	pyh707e725_0	conda-forge
louvain	0.8.2	py311hfdbb021_1	conda-forge
lxml	6.1.0	py311h8840267_0	conda-forge
lz4	4.4.5	py311h1c460e0_1	conda-forge
lz4-c	1.10.0	h5888daf_1	conda-forge
lzo	2.10	h280c20c_1002	conda-forge
magicgui	0.10.2	pyhd8ed1ab_0	conda-forge
make	4.4.1	hb9d3cd8_2	conda-forge
mapclassify	2.10.0	pyhd8ed1ab_1	conda-forge
markdown-it-py	4.0.0	pyhd8ed1ab_0	conda-forge
markupsafe	3.0.3	py311h3778330_1	conda-forge
matplotlib-base	3.10.8	py311h0f3be63_0	conda-forge
matplotlib-inline	0.2.1	pyhd8ed1ab_0	conda-forge
matplotlib-scalebar	0.9.0	pyhd8ed1ab_0	conda-forge
mdurl	0.1.2	pyhd8ed1ab_1	conda-forge
minizip	4.0.10	h05a5f5f_0	conda-forge
mistune	3.2.0	pyhcf101f3_0	conda-forge
more-itertools	11.0.2	pyhcf101f3_0	conda-forge
mpc	1.4.0	he0a73b1_0	conda-forge
mpfr	4.2.2	he0a73b1_0	conda-forge
mpg123	1.32.9	hc50e24c_0	conda-forge
mpmath	1.4.1	pyhd8ed1ab_0	conda-forge
msgpack-python	1.1.2	py311hdf67eae_1	conda-forge
multidict	6.7.1	py311h3778330_0	conda-forge
multipledispatch	0.6.0	pyhd8ed1ab_1	conda-forge
multiscale-spatial-image	2.0.3	pyhd8ed1ab_0	conda-forge
munkres	1.1.4	pyhd8ed1ab_1	conda-forge
muparser	2.3.5	h5888daf_0	conda-forge
napari	0.7.0	pyh7979849_1	conda-forge
napari-base	0.7.0	pyhc364b38_1	conda-forge
napari-console	0.1.4	pyhc04f84c_0	conda-forge
napari-matplotlib	3.0.2	pyhc04f84c_0	conda-forge
napari-metadata	0.3.0	pyhc364b38_0	conda-forge
napari-plugin-engine	0.2.1	pyhd8ed1ab_0	conda-forge
napari-plugin-manager	0.1.11	pyhd8ed1ab_0	conda-forge
napari-spatialdata	0.7.0	pyh9208f05_0	conda-forge
napari-svg	0.2.1	pyha07c04f_0	conda-forge
narwhals	2.20.0	pyhcf101f3_0	conda-forge
natsort	8.4.0	pyhcf101f3_2	conda-forge
nbclient	0.10.4	pyhd8ed1ab_0	conda-forge
nbconvert-core	7.17.1	pyhcf101f3_0	conda-forge
nbformat	5.10.4	pyhd8ed1ab_1	conda-forge
nccl	2.30.3.1	h4d09622_0	conda-forge
ncurses	6.5	h2d0b736_3	conda-forge
nest-asyncio	1.6.0	pyhd8ed1ab_1	conda-forge
networkx	3.6.1	pyhcf101f3_0	conda-forge
nlohmann_json	3.12.0	h54a6638_1	conda-forge
nomkl	1.0	h5ca1d4c_0	conda-forge
notebook	7.5.5	pyhcf101f3_0	conda-forge
notebook-shim	0.2.4	pyhd8ed1ab_1	conda-forge
npe2	0.8.1	pyhd8ed1ab_0	conda-forge
numba	0.65.0	py311h3c884d5_1	conda-forge
numcodecs	0.16.5	py311hed34c8f_0	conda-forge
numpy	2.4.3	py311h2e04523_0	conda-forge
numpydoc	1.10.0	pyhcf101f3_0	conda-forge
ocl-icd	2.3.4	hb03c661_1	conda-forge
ome-types	0.6.3	pyhcf101f3_1	conda-forge
ome-zarr	0.13.0	pyhd8ed1ab_0	conda-forge
oniguruma	6.9.10	hb9d3cd8_0	conda-forge
opencl-headers	2025.06.13	hecca717_0	conda-forge
openh264	2.6.0	h65dd3cf_1	conda-forge
openjpeg	2.5.4	h55fea9a_0	conda-forge
openjph	0.27.0	h8d634f6_0	conda-forge
openldap	2.6.13	hbde042b_0	conda-forge
openssl	3.6.2	h35e630c_0	conda-forge
optree	0.19.0	py311hdf67eae_0	conda-forge
orc	2.2.2	h19cb568_0	conda-forge
overrides	7.7.0	pyhd8ed1ab_1	conda-forge
packaging	26.1	pyhc364b38_0	conda-forge
pandas	2.3.3	py311hed34c8f_2	conda-forge
pandoc	3.8.3	ha770c72_0	conda-forge
pandocfilters	1.5.0	pyhd8ed1ab_0	conda-forge
pango	1.56.4	hda50119_1	conda-forge
papermill	2.7.0	pyhd8ed1ab_0	conda-forge
param	2.3.3	pyhc455866_0	conda-forge
parso	0.8.6	pyhcf101f3_0	conda-forge
partd	1.4.2	pyhd8ed1ab_0	conda-forge
partsegcore-compiled-backend	0.15.14	py311hed34c8f_1	conda-forge
pathlib-abc	0.5.2	pyh9692d8f_0	conda-forge
patsy	1.0.2	pyhcf101f3_0	conda-forge
pcre2	10.47	haa7fec5_0	conda-forge
pexpect	4.9.0	pyhd8ed1ab_1	conda-forge
pillow	12.2.0	py311hf88fc01_0	conda-forge
pims	0.7	pyhd8ed1ab_1	conda-forge
pint	0.25.3	pyhc364b38_0	conda-forge
pip	26.0.1	pyh8b19718_0	conda-forge
pixman	0.46.4	h54a6638_1	conda-forge
pkg-config	0.29.2	h4bc722e_1009	conda-forge
platformdirs	4.9.6	pyhcf101f3_0	conda-forge
ply	3.11	pyhd8ed1ab_3	conda-forge
pooch	1.9.0	pyhd8ed1ab_0	conda-forge
proj	9.7.1	he0df7b0_3	conda-forge
prometheus_client	0.25.0	pyhd8ed1ab_0	conda-forge
prometheus-cpp	1.3.0	ha5d0236_0	conda-forge
prompt-toolkit	3.0.52	pyha770c72_0	conda-forge
propcache	0.3.1	py311h2dc5d0c_0	conda-forge
psutil	7.2.2	py311haee01d2_0	conda-forge
psygnal	0.15.0	pyhd8ed1ab_0	conda-forge
pthread-stubs	0.4	hb9d3cd8_1002	conda-forge
ptyprocess	0.7.0	pyhd8ed1ab_1	conda-forge
pugixml	1.15	h3f63f65_0	conda-forge
pulseaudio-client	17.0	h9a6aba3_3	conda-forge
pure_eval	0.2.3	pyhd8ed1ab_1	conda-forge
pyarrow	23.0.0	py311h38be061_0	conda-forge
pyarrow-core	23.0.0	py311hb8e52f1_0_cuda	conda-forge
pybind11	3.0.3	pyhfe8187e_0	conda-forge
pybind11-global	3.0.3	pyh648e204_0	conda-forge
pyconify	0.2.1	pyhd8ed1ab_0	conda-forge
pycparser	2.22	pyh29332c3_1	conda-forge
pyct	0.6.0	pyhd8ed1ab_0	conda-forge
pydantic	2.13.3	pyhcf101f3_0	conda-forge
pydantic-compat	0.1.2	pyhd8ed1ab_0	conda-forge
pydantic-core	2.46.3	py311h902ca64_0	conda-forge
pydantic-extra-types	2.11.2	pyhcf101f3_0	conda-forge
pydantic-settings	2.14.0	pyhd8ed1ab_0	conda-forge
pygments	2.20.0	pyhd8ed1ab_0	conda-forge
pynndescent	0.5.13	pyhd8ed1ab_1	conda-forge
pyogrio	0.12.1	py311h422ce6a_0	conda-forge
pyopengl	3.1.10	pyha804496_2	conda-forge
pyparsing	3.3.2	pyhcf101f3_0	conda-forge
pyproj	3.7.2	py311h400b93a_3	conda-forge
pyproject_hooks	1.2.0	pyhd8ed1ab_1	conda-forge
pyqt6	6.11.0	py311hab1791c_2	conda-forge
pyqt6-sip	13.10.0	py311h1ddb823_2	conda-forge
pyqtgraph	0.14.0	pyhd8ed1ab_0	conda-forge
pysocks	1.7.1	pyha55dd90_7	conda-forge
python	3.11.15	hd63d673_0_cpython	conda-forge
python_abi	3.11	8_cp311	conda-forge
python-build	1.4.3	pyhc364b38_0	conda-forge
python-dateutil	2.9.0.post0	pyhe01879c_2	conda-forge
python-dotenv	1.2.2	pyhcf101f3_0	conda-forge
python-fastjsonschema	2.21.2	pyhe01879c_0	conda-forge
python-gil	3.11.15	hd8ed1ab_0	conda-forge
python-igraph	0.11.9	py311h6b48b69_2	conda-forge
python-json-logger	2.0.7	pyhd8ed1ab_0	conda-forge
python-louvain	0.16	pyhd8ed1ab_1	conda-forge
python-tzdata	2026.1	pyhd8ed1ab_0	conda-forge
pytorch	2.7.1	cpu_generic_py311_h7108385_3	conda-forge
pytz	2026.1.post1	pyhcf101f3_0	conda-forge
pywin32	311	py311hb634305_1	conda-forge
pyyaml	6.0.3	py311h3778330_1	conda-forge
pyzmq	27.1.0	py311h57d2397_2	conda-forge
qhull	2020.2	h434a139_5	conda-forge
qt6-main	6.11.0	pl5321h16c4a6b_4	conda-forge
qt6-multimedia	6.11.0	pl5321hb5f9c21_1	conda-forge
qt6-positioning	6.11.0	hfd2156b_0	conda-forge
qt6-serialport	6.11.0	hf9e10ad_0	conda-forge
qtconsole-base	5.7.2	pyha770c72_0	conda-forge
qtpy	2.4.3	pyhd8ed1ab_1	conda-forge
quarto	1.9.38	h920450f_0	conda-forge
r-abind	1.4_8	r45hc72bb7e_1	conda-forge
r-askpass	1.2.1	r45h54b55ab_1	conda-forge
r-assertthat	0.2.1	r45hc72bb7e_6	conda-forge
r-backports	1.5.1	r45h54b55ab_0	conda-forge
r-base	4.5.3	h15dba0b_1	conda-forge
r-base64enc	0.1_6	r45h54b55ab_0	conda-forge
r-beeswarm	0.4.0	r45h54b55ab_5	conda-forge
r-bh	1.90.0_1	r45hc72bb7e_0	conda-forge
r-biocmanager	1.30.27	r45hc72bb7e_0	conda-forge
r-bit	4.6.0	r45h54b55ab_1	conda-forge
r-bit64	4.8.0	r45h54b55ab_0	conda-forge
r-bitops	1.0_9	r45h54b55ab_1	conda-forge
r-blob	1.3.0	r45hc72bb7e_0	conda-forge
r-boot	1.3_32	r45hc72bb7e_1	conda-forge
r-brew	1.0_10	r45hc72bb7e_2	conda-forge
r-brio	1.1.5	r45h54b55ab_2	conda-forge
r-broom	1.0.12	r45hc72bb7e_0	conda-forge
r-bslib	0.10.0	r45hc72bb7e_0	conda-forge
r-cachem	1.1.0	r45h54b55ab_2	conda-forge
r-cairo	1.7_0	r45h0057c2c_1	conda-forge
r-callr	3.7.6	r45hc72bb7e_2	conda-forge
r-caret	7.0_1	r45h54b55ab_0	conda-forge
r-catools	1.18.3	r45h3697838_1	conda-forge
r-cellranger	1.1.0	r45hc72bb7e_1008	conda-forge
r-checkmate	2.3.3	r45h54b55ab_1	conda-forge
r-class	7.3_23	r45h54b55ab_1	conda-forge
r-classint	0.4_11	r45heaba542_1	conda-forge
r-cli	3.6.6	r45h3697838_0	conda-forge
r-cliapp	0.1.2	r45hc72bb7e_2	conda-forge
r-clipr	0.8.0	r45hc72bb7e_4	conda-forge
r-clock	0.7.4	r45h3697838_0	conda-forge
r-cluster	2.1.8.2	r45heaba542_0	conda-forge
r-coda	0.19_4.1	r45hc72bb7e_2	conda-forge
r-codetools	0.2_20	r45hc72bb7e_2	conda-forge
r-colorspace	2.1_2	r45h54b55ab_0	conda-forge
r-commonmark	2.0.0	r45h54b55ab_1	conda-forge
r-conflicted	1.2.0	r45h785f33e_3	conda-forge
r-cowplot	1.2.0	r45hc72bb7e_2	conda-forge
r-cpp11	0.5.4	r45h785f33e_0	conda-forge
r-crayon	1.5.3	r45hc72bb7e_2	conda-forge
r-credentials	2.0.3	r45hc72bb7e_1	conda-forge
r-crosstalk	1.2.2	r45hc72bb7e_1	conda-forge
r-crul	1.6.0	r45hc72bb7e_1	conda-forge
r-curl	7.0.0	r45h10955f1_1	conda-forge
r-data.table	1.17.8	r45h1c8cec4_1	conda-forge
r-dbi	1.3.0	r45hc72bb7e_0	conda-forge
r-dbplyr	2.5.2	r45hc72bb7e_0	conda-forge
r-deldir	2.0_4	r45heaba542_2	conda-forge
r-desc	1.4.3	r45hc72bb7e_2	conda-forge
r-devtools	2.5.0	r45hc72bb7e_0	conda-forge
r-diagram	1.6.5	r45ha770c72_4	conda-forge
r-diffobj	0.3.6	r45h54b55ab_1	conda-forge
r-digest	0.6.39	r45h3697838_0	conda-forge
r-dotcall64	1.2	r45heaba542_1	conda-forge
r-downlit	0.4.5	r45hc72bb7e_0	conda-forge
r-dplyr	1.2.1	r45h3697838_0	conda-forge
r-dqrng	0.3.2	r45h3697838_2	conda-forge
r-dtplyr	1.3.3	r45hc72bb7e_0	conda-forge
r-e1071	1.7_17	r45h3697838_0	conda-forge
r-ellipsis	0.3.3	r45h54b55ab_0	conda-forge
r-essentials	4.5	r45hd8ed1ab_2006	conda-forge
r-evaluate	1.0.5	r45hc72bb7e_1	conda-forge
r-fansi	1.0.7	r45h54b55ab_0	conda-forge
r-farver	2.1.2	r45h3697838_2	conda-forge
r-fastdummies	1.7.6	r45hc72bb7e_0	conda-forge
r-fastmap	1.2.0	r45h3697838_2	conda-forge
r-fftwtools	0.9_11	r45hae9d9b4_5	conda-forge
r-filelock	1.0.3	r45h54b55ab_2	conda-forge
r-fitdistrplus	1.2_6	r45hc72bb7e_0	conda-forge
r-fnn	1.1.4.1	r45h3697838_2	conda-forge
r-fontawesome	0.5.3	r45hc72bb7e_1	conda-forge
r-forcats	1.0.1	r45hc72bb7e_0	conda-forge
r-foreach	1.5.2	r45hc72bb7e_4	conda-forge
r-foreign	0.8_91	r45h54b55ab_0	conda-forge
r-formatr	1.14	r45hc72bb7e_3	conda-forge
r-formula	1.2_5	r45hc72bb7e_3	conda-forge
r-fs	1.6.7	r45h3697838_0	conda-forge
r-futile.logger	1.4.9	r45hc72bb7e_0	conda-forge
r-futile.options	1.0.1	r45hc72bb7e_1006	conda-forge
r-future	1.70.0	r45hc72bb7e_0	conda-forge
r-future.apply	1.20.2	r45hc72bb7e_0	conda-forge
r-gargle	1.6.1	r45h785f33e_0	conda-forge
r-generics	0.1.4	r45hc72bb7e_1	conda-forge
r-geometries	0.2.5	r45h3697838_0	conda-forge
r-gert	2.3.1	r45h5e22a44_0	conda-forge
r-getopt	1.20.4	r45ha770c72_2	conda-forge
r-ggbeeswarm	0.7.3	r45hc72bb7e_0	conda-forge
r-ggplot2	4.0.3	r45h785f33e_0	conda-forge
r-ggrastr	1.0.2	r45hc72bb7e_3	conda-forge
r-ggrepel	0.9.8	r45h3697838_0	conda-forge
r-ggridges	0.5.7	r45hc72bb7e_1	conda-forge
r-ggside	0.4.1	r45hc72bb7e_0	conda-forge
r-gh	1.5.0	r45hc72bb7e_1	conda-forge
r-gistr	0.9.0	r45hc72bb7e_4	conda-forge
r-gitcreds	0.1.2	r45hc72bb7e_4	conda-forge
r-glmnet	4.1_10	r45ha36cffa_1	conda-forge
r-globals	0.19.1	r45hc72bb7e_0	conda-forge
r-glue	1.8.1	r45h54b55ab_0	conda-forge
r-goftest	1.2_3	r45h54b55ab_4	conda-forge
r-googledrive	2.1.2	r45hc72bb7e_1	conda-forge
r-googlesheets4	1.1.2	r45h785f33e_1	conda-forge
r-gower	1.0.2	r45h54b55ab_0	conda-forge
r-gplots	3.3.0	r45hc72bb7e_0	conda-forge
r-gridextra	2.3	r45hc72bb7e_1007	conda-forge
r-gtable	0.3.6	r45hc72bb7e_1	conda-forge
r-gtools	3.9.5	r45h54b55ab_2	conda-forge
r-hardhat	1.4.3	r45hc72bb7e_0	conda-forge
r-haven	2.5.5	r45h6d565e7_1	conda-forge
r-hdf5r	1.3.12	r45h39a46f8_2	conda-forge
r-here	1.0.2	r45hc72bb7e_0	conda-forge
r-hexbin	1.28.5	r45heaba542_1	conda-forge
r-highr	0.12	r45hc72bb7e_0	conda-forge
r-hms	1.1.4	r45hc72bb7e_0	conda-forge
r-htmltools	0.5.9	r45h3697838_0	conda-forge
r-htmlwidgets	1.6.4	r45h785f33e_4	conda-forge
r-httpcode	0.3.0	r45ha770c72_5	conda-forge
r-httpuv	1.6.17	r45h6d565e7_0	conda-forge
r-httr	1.4.8	r45hc72bb7e_0	conda-forge
r-httr2	1.2.2	r45hc72bb7e_0	conda-forge
r-ica	1.0_3	r45hc72bb7e_4	conda-forge
r-ids	1.0.1	r45hc72bb7e_5	conda-forge
r-igraph	2.1.4	r45hf411e2a_2	conda-forge
r-ini	0.3.1	r45hc72bb7e_1007	conda-forge
r-insight	1.5.0	r45hc72bb7e_0	conda-forge
r-ipred	0.9_15	r45h54b55ab_2	conda-forge
r-irdisplay	1.1	r45hd8ed1ab_4	conda-forge
r-irkernel	1.3.2	r45h785f33e_3	conda-forge
r-irlba	2.3.7	r45h0e4624f_0	conda-forge
r-isoband	0.3.0	r45h3697838_0	conda-forge
r-iterators	1.0.14	r45hc72bb7e_4	conda-forge
r-jpeg	0.1_11	r45hd0206f1_1	conda-forge
r-jquerylib	0.1.4	r45hc72bb7e_4	conda-forge
r-jsonlite	2.0.0	r45h54b55ab_1	conda-forge
r-jsonvalidate	1.5.0	r45hc72bb7e_1	conda-forge
r-kernsmooth	2.23_26	r45ha0a88a1_1	conda-forge
r-knitr	1.51	r45hc72bb7e_0	conda-forge
r-labeling	0.4.3	r45hc72bb7e_2	conda-forge
r-lambda.r	1.2.4	r45hc72bb7e_5	conda-forge
r-later	1.4.8	r45h3697838_0	conda-forge
r-lattice	0.22_9	r45h54b55ab_0	conda-forge
r-lava	1.9.0	r45hc72bb7e_0	conda-forge
r-lazyeval	0.2.3	r45h54b55ab_0	conda-forge
r-learnbayes	2.15.2	r45hc72bb7e_0	conda-forge
r-leidenbase	0.1.36	r45ha11a66c_0	conda-forge
r-lifecycle	1.0.5	r45hc72bb7e_0	conda-forge
r-listenv	0.10.1	r45hc72bb7e_0	conda-forge
r-lmtest	0.9_40	r45heaba542_4	conda-forge
r-lobstr	1.2.1	r45h3697838_0	conda-forge
r-locfit	1.5_9.12	r45h54b55ab_1	conda-forge
r-lpsolve	5.6.23	r45h54b55ab_1	conda-forge
r-lubridate	1.9.5	r45h54b55ab_0	conda-forge
r-magick	2.9.1	r45h3697838_0	conda-forge
r-magrittr	2.0.5	r45h54b55ab_0	conda-forge
r-maps	3.4.3	r45h54b55ab_1	conda-forge
r-marginaleffects	0.32.0	r45h3697838_0	conda-forge
r-mass	7.3_65	r45h54b55ab_0	conda-forge
r-matrix	1.7_5	r45h0e4624f_0	conda-forge
r-matrixstats	1.5.0	r45h54b55ab_1	conda-forge
r-memoise	2.0.1	r45hc72bb7e_4	conda-forge
r-mgcv	1.9_4	r45h0e4624f_0	conda-forge
r-mime	0.13	r45h54b55ab_1	conda-forge
r-miniui	0.1.2	r45hc72bb7e_1	conda-forge
r-modelmetrics	1.2.2.2	r45h3697838_5	conda-forge
r-modelr	0.1.11	r45hc72bb7e_3	conda-forge
r-multcomp	1.4_30	r45hc72bb7e_0	conda-forge
r-munsell	0.5.1	r45hc72bb7e_2	conda-forge
r-mvtnorm	1.3_7	r45h11cdb10_0	conda-forge
r-nlme	3.1_169	r45heaba542_0	conda-forge
r-nnet	7.3_20	r45h54b55ab_1	conda-forge
r-numderiv	2016.8_1.1	r45hc72bb7e_7	conda-forge
r-openssl	2.4.0	r45h68c19f5_0	conda-forge
r-optparse	1.8.2	r45hc72bb7e_0	conda-forge
r-otel	0.2.0	r45hc72bb7e_1	conda-forge
r-pak	0.9.4	r45hc72bb7e_0	conda-forge
r-parallelly	1.47.0	r45h54b55ab_0	conda-forge
r-patchwork	1.3.2	r45hc72bb7e_1	conda-forge
r-pbapply	1.7_4	r45hc72bb7e_1	conda-forge
r-pbdzmq	0.3_14	r45hded8526_1	conda-forge
r-pheatmap	1.0.13	r45hc72bb7e_1	conda-forge
r-pillar	1.11.1	r45hc72bb7e_0	conda-forge
r-pkgbuild	1.4.8	r45hc72bb7e_1	conda-forge
r-pkgcache	2.2.4	r45hc72bb7e_1	conda-forge
r-pkgconfig	2.0.3	r45hc72bb7e_5	conda-forge
r-pkgdown	2.2.0	r45hc72bb7e_0	conda-forge
r-pkgload	1.5.2	r45hc72bb7e_0	conda-forge
r-plogr	0.2.0	r45hc72bb7e_1007	conda-forge
r-plotly	4.12.0	r45hc72bb7e_0	conda-forge
r-plyr	1.8.9	r45h3697838_3	conda-forge
r-png	0.1_9	r45haf2892b_0	conda-forge
r-polyclip	1.10_7	r45h3697838_1	conda-forge
r-praise	1.0.0	r45hc72bb7e_1009	conda-forge
r-prettycode	1.1.0	r45hc72bb7e_5	conda-forge
r-prettyunits	1.2.0	r45hc72bb7e_2	conda-forge
r-proc	1.19.0.1	r45h3697838_1	conda-forge
r-processx	3.9.0	r45h54b55ab_0	conda-forge
r-prodlim	2026.03.11	r45h3697838_0	conda-forge
r-profvis	0.4.0	r45h54b55ab_1	conda-forge
r-progress	1.2.3	r45hc72bb7e_2	conda-forge
r-progressr	0.19.0	r45hc72bb7e_0	conda-forge
r-promises	1.5.0	r45hc72bb7e_1	conda-forge
r-proxy	0.4_29	r45h54b55ab_0	conda-forge
r-pryr	0.1.6	r45h3697838_3	conda-forge
r-ps	1.9.2	r45h54b55ab_0	conda-forge
r-purrr	1.2.2	r45h54b55ab_0	conda-forge
r-quantmod	0.4.28	r45hc72bb7e_1	conda-forge
r-r.methodss3	1.8.2	r45hc72bb7e_4	conda-forge
r-r.oo	1.27.1	r45hc72bb7e_1	conda-forge
r-r.utils	2.13.0	r45hc72bb7e_1	conda-forge
r-r6	2.6.1	r45hc72bb7e_1	conda-forge
r-ragg	1.5.2	r45h9f1dc4d_0	conda-forge
r-randomforest	4.7_1.2	r45heaba542_1	conda-forge
r-rann	2.6.2	r45h3697838_2	conda-forge
r-rappdirs	0.3.4	r45h54b55ab_0	conda-forge
r-rbokeh	0.5.2	r45hc72bb7e_5	conda-forge
r-rcmdcheck	1.4.0	r45h785f33e_4	conda-forge
r-rcolorbrewer	1.1_3	r45h785f33e_4	conda-forge
r-rcpp	1.1.1	r45h3697838_0	conda-forge
r-rcppannoy	0.0.23	r45h3697838_0	conda-forge
r-rcpparmadillo	15.2.6_1	r45h3704496_0	conda-forge
r-rcppeigen	0.3.4.0.2	r45h3704496_1	conda-forge
r-rcpphnsw	0.6.0	r45h3697838_2	conda-forge
r-rcppml	0.3.7.1	r45h3697838_0	conda-forge
r-rcppprogress	0.4.2	r45hc72bb7e_5	conda-forge
r-rcpptoml	0.2.3	r45h3697838_1	conda-forge
r-rcurl	1.98_1.18	r45h46721d4_0	conda-forge
r-readr	2.2.0	r45h3697838_0	conda-forge
r-readxl	1.4.5	r45h10e25cc_1	conda-forge
r-recipes	1.3.2	r45hc72bb7e_0	conda-forge
r-recommended	4.5	r45hd8ed1ab_1008	conda-forge
r-rematch	2.0.0	r45hc72bb7e_2	conda-forge
r-rematch2	2.1.2	r45hc72bb7e_5	conda-forge
r-remotes	2.5.0	r45hc72bb7e_2	conda-forge
r-repr	1.1.7	r45h785f33e_2	conda-forge
r-reprex	2.1.1	r45hc72bb7e_2	conda-forge
r-reshape2	1.4.5	r45h3697838_0	conda-forge
r-restfulr	0.0.16	r45hf7ecca6_1	bioconda
r-reticulate	1.46.0	r45h3697838_0	conda-forge
r-rjson	0.2.23	r45h3697838_1	conda-forge
r-rlang	1.2.0	r45h3697838_0	conda-forge
r-rmarkdown	2.31	r45hc72bb7e_0	conda-forge
r-rocr	1.0_12	r45hc72bb7e_0	conda-forge
r-roxygen2	7.3.3	r45h3697838_1	conda-forge
r-rpart	4.1.27	r45h54b55ab_0	conda-forge
r-rprojroot	2.1.1	r45hc72bb7e_1	conda-forge
r-rspectra	0.16_2	r45h3704496_2	conda-forge
r-rsqlite	2.4.6	r45h3697838_0	conda-forge
r-rstudioapi	0.18.0	r45hc72bb7e_0	conda-forge
r-rsvd	1.0.5	r45hc72bb7e_4	conda-forge
r-rtsne	0.17	r45hf1899b2_3	conda-forge
r-rversions	3.0.0	r45hc72bb7e_0	conda-forge
r-rvest	1.0.5	r45hc72bb7e_1	conda-forge
r-s2	1.1.9	r45h7d5736c_3	conda-forge
r-s7	0.2.2	r45h54b55ab_0	conda-forge
r-sandwich	3.1_1	r45hc72bb7e_1	conda-forge
r-sass	0.4.10	r45h3697838_1	conda-forge
r-scales	1.4.0	r45hc72bb7e_1	conda-forge
r-scattermore	1.2	r45h3697838_5	conda-forge
r-sctransform	0.4.3	r45h3704496_0	conda-forge
r-selectr	0.5_1	r45hc72bb7e_0	conda-forge
r-sessioninfo	1.2.3	r45hc72bb7e_1	conda-forge
r-seurat	5.4.0	r45h3697838_0	conda-forge
r-seuratobject	5.4.0	r45h3697838_0	conda-forge
r-sf	1.1_0	r45h1d36251_0	conda-forge
r-sfheaders	0.4.5	r45h3697838_0	conda-forge
r-shape	1.4.6.1	r45ha770c72_2	conda-forge
r-shiny	1.13.0	r45h785f33e_0	conda-forge
r-sitmo	2.0.2	r45h3697838_4	conda-forge
r-snow	0.4_4	r45hc72bb7e_4	conda-forge
r-sourcetools	0.1.7_2	r45h3697838_0	conda-forge
r-sp	2.2_1	r45h54b55ab_0	conda-forge
r-spam	2.11_3	r45h2ddecb4_0	conda-forge
r-sparsevctrs	0.3.6	r45h54b55ab_0	conda-forge
r-spatial	7.3_18	r45h54b55ab_1	conda-forge
r-spatialreg	1.4_3	r45h0e4624f_0	conda-forge
r-spatstat	3.6_0	r45hc72bb7e_0	conda-forge
r-spatstat.data	3.1_9	r45hc72bb7e_0	conda-forge
r-spatstat.explore	3.8_0	r45h54b55ab_0	conda-forge
r-spatstat.geom	3.7_3	r45h54b55ab_0	conda-forge
r-spatstat.linnet	3.5_0	r45h54b55ab_0	conda-forge
r-spatstat.model	3.7_0	r45h54b55ab_0	conda-forge
r-spatstat.random	3.4_5	r45h3697838_0	conda-forge
r-spatstat.sparse	3.1_0	r45h54b55ab_2	conda-forge
r-spatstat.univar	3.1_7	r45h54b55ab_0	conda-forge
r-spatstat.utils	3.2_2	r45h54b55ab_0	conda-forge
r-spdata	2.3.4	r45hc72bb7e_1	conda-forge
r-spdep	1.4_2	r45h54b55ab_0	conda-forge
r-squarem	2026.1	r45hc72bb7e_0	conda-forge
r-statmod	1.5.1	r45hb1d0f04_0	conda-forge
r-stringi	1.8.7	r45h3d52c89_2	conda-forge
r-stringr	1.6.0	r45h785f33e_0	conda-forge
r-survival	3.8_6	r45h54b55ab_0	conda-forge
r-sys	3.4.3	r45h54b55ab_1	conda-forge
r-systemfonts	1.3.2	r45h74f4acd_0	conda-forge
r-tensor	1.5.1	r45hc72bb7e_1	conda-forge
r-terra	1.9_11	r45h1d36251_0	conda-forge
r-testthat	3.3.2	r45h3697838_0	conda-forge
r-textshaping	1.0.5	r45h74f4acd_0	conda-forge
r-th.data	1.1_5	r45hc72bb7e_0	conda-forge
r-tibble	3.3.1	r45h54b55ab_0	conda-forge
r-tidyr	1.3.2	r45h3697838_0	conda-forge
r-tidyselect	1.2.1	r45hc72bb7e_2	conda-forge
r-tidyverse	2.0.0	r45h785f33e_3	conda-forge
r-tiff	0.1_12	r45hf488e31_2	conda-forge
r-timechange	0.4.0	r45h3697838_0	conda-forge
r-timedate	4052.112	r45hc72bb7e_0	conda-forge
r-tinytex	0.59	r45hc72bb7e_0	conda-forge
r-triebeard	0.4.1	r45h3697838_4	conda-forge
r-ttr	0.24.4	r45h54b55ab_2	conda-forge
r-tzdb	0.5.0	r45h3697838_2	conda-forge
r-units	1.0_1	r45h3697838_0	conda-forge
r-urlchecker	1.0.1	r45hc72bb7e_4	conda-forge
r-urltools	1.7.3.1	r45h3697838_1	conda-forge
r-usethis	3.2.1	r45hc72bb7e_1	conda-forge
r-utf8	1.2.6	r45h54b55ab_1	conda-forge
r-uuid	1.2_2	r45h54b55ab_0	conda-forge
r-uwot	0.2.4	r45h3697838_0	conda-forge
r-v8	8.2.0	r45h3697838_0	conda-forge
r-vctrs	0.7.3	r45h3697838_0	conda-forge
r-vipor	0.4.7	r45hc72bb7e_2	conda-forge
r-viridis	0.6.5	r45hc72bb7e_2	conda-forge
r-viridislite	0.4.3	r45hc72bb7e_0	conda-forge
r-vroom	1.7.1	r45h3697838_0	conda-forge
r-waldo	0.6.2	r45hc72bb7e_1	conda-forge
r-whisker	0.4.1	r45hc72bb7e_3	conda-forge
r-withr	3.0.2	r45hc72bb7e_1	conda-forge
r-wk	0.9.5	r45h3697838_0	conda-forge
r-xfun	0.57	r45h3697838_0	conda-forge
r-xgboost	3.2.0	cuda129_r45h7e9f656_1	conda-forge
r-xml	3.99_0.22	r45hf705907_0	conda-forge
r-xml2	1.5.2	r45he78afff_0	conda-forge
r-xopen	1.0.1	r45hc72bb7e_2	conda-forge
r-xtable	1.8_8	r45hc72bb7e_0	conda-forge
r-xts	0.14.2	r45h54b55ab_0	conda-forge
r-yaml	2.3.12	r45h54b55ab_0	conda-forge
r-zeallot	0.2.0	r45hc72bb7e_1	conda-forge
r-zip	2.3.3	r45h54b55ab_1	conda-forge
r-zoo	1.8_15	r45h54b55ab_0	conda-forge
rangehttpserver	1.4.0	pyhd8ed1ab_1	conda-forge
rav1e	0.8.1	h1fbca29_0	conda-forge
re2	2025.11.05	h5301d42_0	conda-forge
readfcs	2.1.0	pyhd8ed1ab_0	conda-forge
readline	8.3	h853b02a_0	conda-forge
referencing	0.37.0	pyhcf101f3_0	conda-forge
requests	2.33.1	pyhcf101f3_0	conda-forge
rfc3339-validator	0.1.4	pyhd8ed1ab_1	conda-forge
rfc3986-validator	0.1.1	pyh9f0ad1d_0	conda-forge
rfc3987-syntax	1.1.0	pyhe01879c_1	conda-forge
rich	15.0.0	pyhcf101f3_0	conda-forge
roman-numerals	4.1.0	pyhd8ed1ab_0	conda-forge
rpds-py	0.30.0	py311h902ca64_0	conda-forge
ruff	0.15.11	h7805a7d_0	conda-forge
s2n	1.6.2	he8a4886_1	conda-forge
scanpy	1.11.5	pyhd8ed1ab_0	conda-forge
scikit-image	0.26.0	np2py311h2a99c40_0	conda-forge
scikit-learn	1.8.0	np2py311ha15b03d_1	conda-forge
scipy	1.17.1	py311hbe70eeb_0	conda-forge
scverse-misc	0.0.3	pyhcf101f3_0	conda-forge
sdl2	2.32.56	h54a6638_0	conda-forge
sdl3	3.4.8	hdeec2a5_0	conda-forge
seaborn	0.13.2	hd8ed1ab_3	conda-forge
seaborn-base	0.13.2	pyhd8ed1ab_3	conda-forge
sed	4.10	h19d0853_0	conda-forge
send2trash	2.1.0	pyha191276_1	conda-forge
session-info2	0.4.1	pyhd8ed1ab_0	conda-forge
setuptools	79.0.1	pyhff2d567_0	conda-forge
shaderc	2025.5	h718be3e_1	conda-forge
shapely	2.1.2	py311h8a92878_2	conda-forge
shellingham	1.5.4	pyhd8ed1ab_2	conda-forge
simpervisor	1.0.0	pyhd8ed1ab_1	conda-forge
sip	6.15.3	py311h1ddb823_0	conda-forge
six	1.17.0	pyhe01879c_1	conda-forge
sleef	3.9.0	ha0421bc_0	conda-forge
slicerator	1.1.0	pyhd8ed1ab_1	conda-forge
snappy	1.2.2	h03e3b7b_1	conda-forge
sniffio	1.3.1	pyhd8ed1ab_2	conda-forge
snowballstemmer	3.0.1	pyhd8ed1ab_0	conda-forge
sortedcontainers	2.4.0	pyhd8ed1ab_1	conda-forge
soupsieve	2.8.3	pyhd8ed1ab_0	conda-forge
spatial-image	1.2.3	pyhd8ed1ab_1	conda-forge
spatialdata	0.7.2	pyhd8ed1ab_1	conda-forge
spatialdata-io	0.6.0	pyhd8ed1ab_1	conda-forge
spatialdata-plot	0.3.3	pyhd8ed1ab_0	conda-forge
sphinx	9.0.4	pyhd8ed1ab_0	conda-forge
sphinxcontrib-applehelp	2.0.0	pyhd8ed1ab_1	conda-forge
sphinxcontrib-devhelp	2.0.0	pyhd8ed1ab_1	conda-forge
sphinxcontrib-htmlhelp	2.1.0	pyhd8ed1ab_1	conda-forge
sphinxcontrib-jsmath	1.0.1	pyhd8ed1ab_1	conda-forge
sphinxcontrib-qthelp	2.0.0	pyhd8ed1ab_1	conda-forge
sphinxcontrib-serializinghtml	1.1.10	pyhd8ed1ab_1	conda-forge
spirv-tools	2026.2	hb700be7_2	conda-forge
sqlite	3.53.0	h04a0ce9_0	conda-forge
stack_data	0.6.3	pyhd8ed1ab_1	conda-forge
statsmodels	0.14.6	py311h0372a8f_0	conda-forge
superqt	0.8.0	pyh9208f05_0	conda-forge
svt-av1	4.0.1	hecca717_0	conda-forge
sympy	1.14.0	pyh2585a3b_106	conda-forge
sysroot_linux-64	2.34	h087de78_3	conda-forge
tbb	2022.3.0	hb700be7_2	conda-forge
tblib	3.2.2	pyhcf101f3_0	conda-forge
tenacity	9.1.4	pyhcf101f3_0	conda-forge
terminado	0.18.1	pyhc90fa1f_1	conda-forge
texttable	1.7.0	pyhd8ed1ab_1	conda-forge
threadpoolctl	3.6.0	pyhecae5ae_0	conda-forge
tifffile	2026.3.3	pyhd8ed1ab_0	conda-forge
tinycss2	1.4.0	pyhd8ed1ab_0	conda-forge
tk	8.6.13	noxft_h366c992_103	conda-forge
tktable	2.10	h5a7a40f_8	conda-forge
toml	0.10.2	pyhcf101f3_3	conda-forge
tomli	2.4.1	pyhcf101f3_0	conda-forge
tomli-w	1.2.0	pyhd8ed1ab_0	conda-forge
tomlkit	0.14.0	pyha770c72_0	conda-forge
toolz	1.1.0	pyhd8ed1ab_1	conda-forge
toposort	1.10	pyhd8ed1ab_1	conda-forge
tornado	6.5.5	py311h49ec1c0_0	conda-forge
tqdm	4.67.3	pyh8f84b5b_0	conda-forge
traitlets	5.14.3	pyhd8ed1ab_1	conda-forge
typer	0.24.2	pyhcf101f3_0	conda-forge
typing_extensions	4.15.0	pyhcf101f3_0	conda-forge
typing_utils	0.1.0	pyhd8ed1ab_1	conda-forge
typing-extensions	4.15.0	h396c80c_0	conda-forge
typing-inspection	0.4.2	pyhd8ed1ab_1	conda-forge
typst	0.14.2	h4c46f8d_0	conda-forge
tzdata	2025c	hc9c84f9_1	conda-forge
umap-learn	0.5.12	py311h38be061_0	conda-forge
unicodedata2	17.0.1	py311h49ec1c0_0	conda-forge
universal_pathlib	0.3.10	pyhd8ed1ab_0	conda-forge
universal-pathlib	0.3.10	hd8ed1ab_0	conda-forge
uri-template	1.3.0	pyhd8ed1ab_1	conda-forge
uriparser	0.9.8	hac33072_0	conda-forge
urllib3	2.6.3	pyhd8ed1ab_0	conda-forge
vispy	0.16.1	py311h3d1a912_1	conda-forge
wayland	1.25.0	hd6090a7_0	conda-forge
wayland-protocols	1.49	hd8ed1ab_0	conda-forge
wcwidth	0.6.0	pyhd8ed1ab_0	conda-forge
webcolors	25.10.0	pyhd8ed1ab_0	conda-forge
webencodings	0.5.1	pyhd8ed1ab_3	conda-forge
websocket-client	1.9.0	pyhd8ed1ab_0	conda-forge
wheel	0.47.0	pyhd8ed1ab_0	conda-forge
wrapt	2.1.2	py311h49ec1c0_0	conda-forge
x264	1!164.3095	h166bdaf_2	conda-forge
x265	3.5	h924138e_3	conda-forge
xarray	2026.4.0	pyhc364b38_0	conda-forge
xarray-dataclass	3.0.0	pyhd8ed1ab_1	conda-forge
xarray-datatree	0.0.14	pyhd8ed1ab_0	conda-forge
xarray-spatial	0.5.3	pyhd8ed1ab_0	conda-forge
xcb-util	0.4.1	h4f16b4b_2	conda-forge
xcb-util-cursor	0.1.6	hb03c661_0	conda-forge
xcb-util-image	0.4.0	hb711507_2	conda-forge
xcb-util-keysyms	0.4.1	hb711507_0	conda-forge
xcb-util-renderutil	0.3.10	hb711507_0	conda-forge
xcb-util-wm	0.4.2	hb711507_0	conda-forge
xerces-c	3.3.0	hd9031aa_1	conda-forge
xkeyboard-config	2.47	hb03c661_0	conda-forge
xmltodict	1.0.4	pyhcf101f3_0	conda-forge
xorg-libice	1.1.2	hb9d3cd8_0	conda-forge
xorg-libsm	1.2.6	he73a12e_0	conda-forge
xorg-libx11	1.8.13	he1eb515_0	conda-forge
xorg-libxau	1.0.12	hb03c661_1	conda-forge
xorg-libxcomposite	0.4.7	hb03c661_0	conda-forge
xorg-libxcursor	1.2.3	hb9d3cd8_0	conda-forge
xorg-libxdamage	1.1.6	hb9d3cd8_0	conda-forge
xorg-libxdmcp	1.1.5	hb03c661_1	conda-forge
xorg-libxext	1.3.7	hb03c661_0	conda-forge
xorg-libxfixes	6.0.2	hb03c661_0	conda-forge
xorg-libxi	1.8.2	hb9d3cd8_0	conda-forge
xorg-libxinerama	1.1.6	hecca717_0	conda-forge
xorg-libxrandr	1.5.5	hb03c661_0	conda-forge
xorg-libxrender	0.9.12	hb9d3cd8_0	conda-forge
xorg-libxscrnsaver	1.2.4	hb9d3cd8_0	conda-forge
xorg-libxt	1.3.1	hb9d3cd8_0	conda-forge
xorg-libxtst	1.2.5	hb9d3cd8_3	conda-forge
xorg-libxxf86vm	1.1.7	hb03c661_0	conda-forge
xorg-xorgproto	2025.1	hb03c661_0	conda-forge
xsdata	26.2	pyhd8ed1ab_0	conda-forge
xyzservices	2026.3.0	pyhd8ed1ab_0	conda-forge
yaml	0.2.5	h280c20c_3	conda-forge
yarl	1.23.0	py311h3778330_0	conda-forge
yq	3.4.3	pyhe01879c_2	conda-forge
zarr	3.1.6	pyhc364b38_0	conda-forge
zeromq	4.3.5	h41580af_10	conda-forge
zfp	1.0.1	h909a3a2_5	conda-forge
zict	3.0.0	pyhd8ed1ab_1	conda-forge
zipp	3.23.1	pyhcf101f3_0	conda-forge
zlib	1.3.2	h25fd6f3_2	conda-forge
zlib-ng	2.3.3	hceb46e0_1	conda-forge
zstd	1.5.7	hb78ec9c_6	conda-forge

Pip packages

Package	Version
aiohappyeyeballs	2.6.1
aiohttp	3.13.5
aiosignal	1.4.0
alabaster	1.0.0
anndata	0.12.11
annotated-doc	0.0.4
annotated-types	0.7.0
annsel	0.1.2
anyio	4.13.0
app-model	0.5.1
appdirs	1.4.4
argcomplete	3.6.3
argon2-cffi	25.1.0
argon2-cffi-bindings	25.1.0
array-api-compat	1.14.0
arrow	1.4.0
asttokens	3.0.1
async-lru	2.3.0
attrs	26.1.0
babel	2.18.0
backports.zstd	1.3.0
beautifulsoup4	4.14.3
bermuda	0.1.7
bleach	6.3.0
bokeh	3.9.0
branca	0.8.2
Brotli	1.2.0
build	1.4.3
cached-property	1.5.2
cachey	0.2.1
certifi	2026.4.22
cffi	2.0.0
charset-normalizer	3.4.7
click	8.3.2
cloudpickle	3.1.2
colorama	0.4.6
colorcet	3.1.0
comm	0.2.3
contourpy	1.3.3
cycler	0.12.1
cytoolz	1.1.0
dask	2026.1.1
dask-image	2025.11.0
datashader	0.19.0
debugpy	1.8.20
decorator	5.2.1
defusedxml	0.7.1
Deprecated	1.3.1
distributed	2026.1.1
docstring_parser	0.17.0
docutils	0.22.4
donfig	0.8.1.post1
entrypoints	0.4
exceptiongroup	1.3.1
executing	2.2.1
fastjsonschema	2.21.2
filelock	3.29.0
flexcache	0.3
flexparser	0.4
FlowIO	1.4.0
folium	0.20.0
fonttools	4.62.1
fqdn	1.5.1
freetype-py	2.5.1
frozenlist	1.7.0
fsspec	2026.3.0
geopandas	1.1.3
gmpy2	2.3.0
google-crc32c	1.8.0
h11	0.16.0
h2	4.3.0
h5py	3.16.0
HeapDict	1.0.1
hpack	4.1.0
hsluv	5.0.4
httpcore	1.0.9
httpx	0.28.1
hyperframe	6.1.0
idna	3.11
igraph	0.11.9
imagecodecs	2026.3.6
imageio	2.37.0
imagesize	2.0.0
importlib_metadata	8.8.0
importlib_resources	7.1.0
in-n-out	0.2.1
ipykernel	6.31.0
ipython	9.10.1
ipython_pygments_lexers	1.1.1
isoduration	20.11.0
jedi	0.19.2
Jinja2	3.1.6
joblib	1.5.3
json5	0.14.0
jsonpointer	3.1.1
jsonschema	4.26.0
jsonschema-specifications	2025.9.1
jupyter_client	8.8.0
jupyter_core	5.9.1
jupyter_server	2.17.0
jupyter_server_proxy	4.5.0
jupyter_server_terminals	0.5.4
jupyter-events	0.12.1
jupyter-lsp	2.3.1
jupyter-rsession-proxy	2.4.0
jupyterlab	4.5.6
jupyterlab_pygments	0.3.0
jupyterlab_server	2.28.0
kiwisolver	1.5.0
lark	1.3.1
lazy-loader	0.5
legacy-api-wrap	1.5
leidenalg	0.10.2
llvmlite	0.47.0
locket	1.0.0
loguru	0.7.3
louvain	0.8.2
lxml	6.1.0
lz4	4.4.5
magicgui	0.10.2
mapclassify	2.10.0
markdown-it-py	4.0.0
MarkupSafe	3.0.3
matplotlib	3.10.8
matplotlib-inline	0.2.1
matplotlib-scalebar	0.9.0
mdurl	0.1.2
mistune	3.2.0
more-itertools	11.0.2
mpmath	1.4.1
msgpack	1.1.2
multidict	6.7.1
multipledispatch	0.6.0
multiscale_spatial_image	2.0.3
munkres	1.1.4
napari	0.7.0
napari-console	0.1.4
napari-matplotlib	3.0.2
napari-metadata	0.3.0
napari-plugin-engine	0.2.1
napari-plugin-manager	0.1.11
napari-spatialdata	0.7.0
napari-svg	0.2.1
narwhals	2.20.0
natsort	8.4.0
nbclient	0.10.4
nbconvert	7.17.1
nbformat	5.10.4
nest_asyncio	1.6.0
networkx	3.6.1
notebook	7.5.5
notebook_shim	0.2.4
npe2	0.8.1
numba	0.65.0
numcodecs	0.16.5
numpy	2.4.3
numpydoc	1.10.0
ome-types	0.6.3
ome-zarr	0.13.0
optree	0.19.0
overrides	7.7.0
packaging	26.1
pandas	2.3.3
pandocfilters	1.5.0
papermill	2.7.0
param	2.3.3
parso	0.8.6
partd	1.4.2
PartSegCore_compiled_backend	0.15.14
pathlib_abc	0.5.2
patsy	1.0.2
pexpect	4.9.0
pillow	12.2.0
PIMS	0.7
Pint	0.25.3
pip	26.0.1
platformdirs	4.9.6
ply	3.11
pooch	1.9.0
prometheus_client	0.25.0
prompt_toolkit	3.0.52
propcache	0.3.1
psutil	7.2.2
psygnal	0.15.0
ptyprocess	0.7.0
pure_eval	0.2.3
pyarrow	23.0.0
pybind11	3.0.3
pybind11-global	3.0.3
pyconify	0.2.1
pycparser	2.22
pyct	0.6.0
pydantic	2.13.3
pydantic_core	2.46.3
pydantic-compat	0.1.2
pydantic-extra-types	2.11.2
pydantic-settings	2.14.0
Pygments	2.20.0
pynndescent	0.5.13
pyogrio	0.12.1
PyOpenGL	3.1.10
pyparsing	3.3.2
pyproj	3.7.2
pyproject_hooks	1.2.0
PyQt6	6.11.0
PyQt6_sip	13.10.0
pyqtgraph	0.14.0
PySocks	1.7.1
python-dateutil	2.9.0.post0
python-dotenv	1.2.2
python-json-logger	2.0.7
python-louvain	0.16
pytz	2026.1.post1
PyYAML	6.0.3
pyzmq	27.1.0
qtconsole	5.7.2
QtPy	2.4.3
rangehttpserver	1.4.0
readfcs	2.1.0
referencing	0.37.0
requests	2.33.1
rfc3339_validator	0.1.4
rfc3986-validator	0.1.1
rfc3987-syntax	1.1.0
rich	15.0.0
roman-numerals	4.1.0
rpds-py	0.30.0
ruff	0.15.11
scanpy	1.11.5
scikit-image	0.26.0
scikit-learn	1.8.0
scipy	1.17.1
scverse-misc	0.0.3
seaborn	0.13.2
Send2Trash	2.1.0
session-info2	0.4.1
setuptools	79.0.1
shapely	2.1.2
shellingham	1.5.4
simpervisor	1.0.0
sip	6.15.3
six	1.17.0
slicerator	1.1.0
sniffio	1.3.1
snowballstemmer	3.0.1
sortedcontainers	2.4.0
soupsieve	2.8.3
spatial_image	1.2.3
spatialdata	0.7.2
spatialdata-io	0.6.0
spatialdata-plot	0.3.3
Sphinx	9.0.4
sphinxcontrib-applehelp	2.0.0
sphinxcontrib-devhelp	2.0.0
sphinxcontrib-htmlhelp	2.1.0
sphinxcontrib-jsmath	1.0.1
sphinxcontrib-qthelp	2.0.0
sphinxcontrib-serializinghtml	1.1.10
stack_data	0.6.3
statsmodels	0.14.6
superqt	0.8.0
sympy	1.14.0
tblib	3.2.2
tenacity	9.1.4
terminado	0.18.1
texttable	1.7.0
threadpoolctl	3.6.0
tifffile	2026.3.3
tinycss2	1.4.0
toml	0.10.2
tomli	2.4.1
tomli_w	1.2.0
tomlkit	0.14.0
toolz	1.1.0
toposort	1.10
torch	2.7.1
tornado	6.5.5
tqdm	4.67.3
traitlets	5.14.3
typer	0.24.2
typing_extensions	4.15.0
typing_utils	0.1.0
typing-inspection	0.4.2
tzdata	2026.1
umap-learn	0.5.12
unicodedata2	17.0.1
universal_pathlib	0.3.10
uri-template	1.3.0
urllib3	2.6.3
vispy	0.16.1
wcwidth	0.6.0
webcolors	25.10.0
webencodings	0.5.1
websocket-client	1.9.0
wheel	0.47.0
wrapt	2.1.2
xarray	2026.4.0
xarray-dataclass	3.0.0
xarray-datatree	0.0.14
xarray-spatial	0.5.3
xmltodict	1.0.4
xsdata	26.2
xyzservices	2026.3.0
yarl	1.23.0
yq	3.4.3
zarr	3.1.6
zict	3.0.0
zipp	3.23.1

R packages

Package	Version
abind	1.4-8
alabaster.base	1.10.0
alabaster.matrix	1.10.0
alabaster.ranges	1.10.0
alabaster.schemas	1.10.0
alabaster.se	1.10.0
anndataR	1.0.2
AnnotationDbi	1.72.0
AnnotationHub	4.0.0
askpass	1.2.1
assertthat	0.2.1
assorthead	1.4.0
backports	1.5.1
base	4.5.3
base64enc	0.1-6
basilisk	1.22.0
batchelor	1.26.0
beachmat	2.26.0
beeswarm	0.4.0
BH	1.90.0-1
Biobase	2.70.0
BiocBaseUtils	1.12.0
BiocFileCache	3.0.0
BiocGenerics	0.56.0
BiocIO	1.20.0
BiocManager	1.30.27
BiocNeighbors	2.4.0
BiocParallel	1.44.0
BiocSingular	1.26.1
BiocVersion	3.22.0
Biostrings	2.78.0
bit	4.6.0
bit64	4.8.0
bitops	1.0-9
blob	1.3.0
bluster	1.20.0
bmp	0.3.1
boot	1.3-32
brew	1.0-10
brio	1.1.5
broom	1.0.12
bslib	0.10.0
cachem	1.1.0
Cairo	1.7-0
callr	3.7.6
caret	7.0-1
caTools	1.18.3
celldex	1.20.0
cellranger	1.1.0
checkmate	2.3.4
cigarillo	1.0.0
class	7.3-23
classInt	0.4-11
cli	3.6.6
cliapp	0.1.2
clipr	0.8.0
clock	0.7.4
cluster	2.1.8.2
coda	0.19-4.1
codetools	0.2-20
colorspace	2.1-2
commonmark	2.0.0
compiler	4.5.3
conflicted	1.2.0
cowplot	1.2.0
cpp11	0.5.4
crayon	1.5.3
credentials	2.0.3
crosstalk	1.2.2
crul	1.6.0
curl	7.1.0
data.table	1.18.2.1
datasets	4.5.3
DBI	1.3.0
dbplyr	2.5.2
DelayedArray	0.36.1
DelayedMatrixStats	1.32.0
deldir	2.0-4
desc	1.4.3
devtools	2.5.1
diagram	1.6.5
diffobj	0.3.6
digest	0.6.39
dir.expiry	1.18.0
dotCall64	1.2
downlit	0.4.5
downloader	0.4.1
dplyr	1.2.1
dqrng	0.4.1
DropletUtils	1.30.0
dtplyr	1.3.3
e1071	1.7-17
EBImage	4.52.0
edgeR	4.8.2
ellipsis	0.3.3
evaluate	1.0.5
ExperimentHub	3.0.0
fansi	1.0.7
farver	2.1.2
fastDummies	1.7.6
fastmap	1.2.0
fftwtools	0.9-11
filelock	1.0.3
fitdistrplus	1.2-6
FNN	1.1.4.1
fontawesome	0.5.3
forcats	1.0.1
foreach	1.5.2
foreign	0.8-91
formatR	1.14
Formula	1.2-5
fs	2.1.0
futile.logger	1.4.9
futile.options	1.0.1
future	1.70.0
future.apply	1.20.2
gargle	1.6.1
generics	0.1.4
GenomeInfoDb	1.46.2
GenomicAlignments	1.46.0
GenomicRanges	1.62.1
geometries	0.2.5
gert	2.3.1
getopt	1.20.4
ggbeeswarm	0.7.3
ggplot2	4.0.3
ggrastr	1.0.2
ggrepel	0.9.8
ggridges	0.5.7
ggside	0.4.1
ggspavis	1.16.0
gh	1.5.0
gistr	0.9.0
gitcreds	0.1.2
glmGamPoi	1.22.0
glmnet	4.1-10
globals	0.19.1
glue	1.8.1
goftest	1.2-3
googledrive	2.1.2
googlesheets4	1.1.2
gower	1.0.2
gplots	3.3.0
graphics	4.5.3
grDevices	4.5.3
grid	4.5.3
gridExtra	2.3
gtable	0.3.6
gtools	3.9.5
gypsum	1.6.0
h5mread	1.2.1
hardhat	1.4.3
haven	2.5.5
HDF5Array	1.38.0
hdf5r	1.3.12
here	1.0.2
hexbin	1.28.5
highr	0.12
hms	1.1.4
htmltools	0.5.9
htmlwidgets	1.6.4
httpcode	0.3.0
httpuv	1.6.17
httr	1.4.8
httr2	1.2.2
ica	1.0-3
ids	1.0.1
igraph	2.3.0
imager	1.0.8
ini	0.3.1
insight	1.5.0
ipred	0.9-15
IRanges	2.44.0
IRdisplay	1.1
IRkernel	1.3.2
irlba	2.3.7
isoband	0.3.0
iterators	1.0.14
jpeg	0.1-11
jquerylib	0.1.4
jsonlite	2.0.0
jsonvalidate	1.5.0
KEGGREST	1.50.0
KernSmooth	2.23-26
knitr	1.51
labeling	0.4.3
lambda.r	1.2.4
later	1.4.8
lattice	0.22-9
lava	1.9.0
lazyeval	0.2.3
LearnBayes	2.15.2
leidenbase	0.1.36
lifecycle	1.0.5
limma	3.66.0
listenv	0.10.1
lmtest	0.9-40
lobstr	1.2.1
locfit	1.5-9.12
lpSolve	5.6.23
lubridate	1.9.5
magick	2.9.1
magrittr	2.0.5
maps	3.4.3
marginaleffects	0.32.0
MASS	7.3-65
Matrix	1.7-5
MatrixGenerics	1.22.0
matrixStats	1.5.0
memoise	2.0.1
metapod	1.18.0
methods	4.5.3
mgcv	1.9-4
mime	0.13
miniUI	0.1.2
ModelMetrics	1.2.2.2
modelr	0.1.11
multcomp	1.4-30
munsell	0.5.1
mvtnorm	1.3-7
nlme	3.1-169
nnet	7.3-20
numDeriv	2016.8-1.1
openssl	2.4.0
optparse	1.8.2
otel	0.2.0
pak	0.9.4
parallel	4.5.3
parallelly	1.47.0
patchwork	1.3.2
pbapply	1.7-4
pbdZMQ	0.3-14
pheatmap	1.0.13
pillar	1.11.1
pkgbuild	1.4.8
pkgcache	2.2.5
pkgconfig	2.0.3
pkgdown	2.2.0
pkgload	1.5.2
plogr	0.2.0
plotly	4.12.0
plyr	1.8.9
png	0.1-9
polyclip	1.10-7
praise	1.0.0
prettycode	1.1.0
prettyunits	1.2.0
pROC	1.19.0.1
processx	3.9.0
prodlim	2026.03.11
profvis	0.4.0
progress	1.2.3
progressr	0.19.0
promises	1.5.0
proxy	0.4-29
pryr	0.1.6
ps	1.9.3
purrr	1.2.2
quantmod	0.4.28
R.methodsS3	1.8.2
R.oo	1.27.1
R.utils	2.13.0
R6	2.6.1
ragg	1.5.2
randomForest	4.7-1.2
RANN	2.6.2
rappdirs	0.3.4
rbokeh	0.5.2
rcmdcheck	1.4.0
RColorBrewer	1.1-3
Rcpp	1.1.1-1
RcppAnnoy	0.0.23
RcppArmadillo	15.2.6-1
RcppEigen	0.3.4.0.2
RcppHNSW	0.6.0
RcppML	0.3.7.1
RcppProgress	0.4.2
RcppTOML	0.2.3
RCurl	1.98-1.18
readbitmap	0.1.5
readr	2.2.0
readxl	1.4.5
recipes	1.3.2
rematch	2.0.0
rematch2	2.1.2
remotes	2.5.0
repr	1.1.7
reprex	2.1.1
reshape2	1.4.5
ResidualMatrix	1.20.0
restfulr	0.0.16
reticulate	1.46.0
rhdf5	2.54.1
rhdf5filters	1.22.0
Rhdf5lib	1.32.0
Rhtslib	3.6.0
rjson	0.2.23
rlang	1.2.0
rmarkdown	2.31
ROCR	1.0-12
roxygen2	7.3.3
rpart	4.1.27
rprojroot	2.1.1
Rsamtools	2.26.0
RSpectra	0.16-2
RSQLite	2.4.6
rstudioapi	0.18.0
rsvd	1.0.5
rtracklayer	1.70.1
Rtsne	0.17
rversions	3.0.0
rvest	1.0.5
s2	1.1.9
S4Arrays	1.10.1
S4Vectors	0.48.1
S7	0.2.2
sandwich	3.1-1
sass	0.4.10
ScaledMatrix	1.18.0
scales	1.4.0
scater	1.38.1
scattermore	1.2
scDblFinder	1.24.10
scran	1.38.1
sctransform	0.4.3
scuttle	1.20.0
selectr	0.5-1
Seqinfo	1.0.0
sessioninfo	1.2.3
Seurat	5.5.0
SeuratObject	5.4.0
sf	1.1-0
sfheaders	0.4.5
shape	1.4.6.1
shiny	1.13.0
SingleCellExperiment	1.32.0
SingleR	2.12.0
sitmo	2.0.2
snow	0.4-4
sourcetools	0.1.7-2
sp	2.2-1
spam	2.11-3
SparseArray	1.10.10
sparseMatrixStats	1.22.0
sparsevctrs	0.3.6
spatial	7.3-18
SpatialExperiment	1.20.0
SpatialFeatureExperiment	1.12.1
spatialreg	1.4-3
spatstat	3.6-0
spatstat.data	3.1-9
spatstat.explore	3.8-0
spatstat.geom	3.7-3
spatstat.linnet	3.5-0
spatstat.model	3.7-0
spatstat.random	3.4-5
spatstat.sparse	3.1-0
spatstat.univar	3.1-7
spatstat.utils	3.2-2
spData	2.3.4
spdep	1.4-2
splines	4.5.3
SQUAREM	2026.1
statmod	1.5.1
stats	4.5.3
stats4	4.5.3
STexampleData	1.18.0
stringi	1.8.7
stringr	1.6.0
SummarizedExperiment	1.40.0
survival	3.8-6
sys	3.4.3
systemfonts	1.3.2
tcltk	4.5.3
tensor	1.5.1
TENxIO	1.12.1
terra	1.9-11
testthat	3.3.2
textshaping	1.0.5
TH.data	1.1-5
tibble	3.3.1
tidyr	1.3.2
tidyselect	1.2.1
tidyverse	2.0.0
tiff	0.1-12
timechange	0.4.0
timeDate	4052.112
tinytex	0.59
tools	4.5.3
triebeard	0.4.1
TTR	0.24.4
tzdb	0.5.0
UCSC.utils	1.6.1
units	1.0-1
urlchecker	1.0.1
urltools	1.7.3.1
usethis	3.2.1
utf8	1.2.6
utils	4.5.3
uuid	1.2-2
uwot	0.2.4
V8	8.2.0
vctrs	0.7.3
vipor	0.4.7
viridis	0.6.5
viridisLite	0.4.3
VisiumIO	1.6.3
vroom	1.7.1
waldo	0.6.2
whisker	0.4.1
withr	3.0.2
wk	0.9.5
xfun	0.57
xgboost	3.2.1.1
XML	3.99-0.23
xml2	1.5.2
xopen	1.0.1
xtable	1.8-8
xts	0.14.2
XVector	0.50.0
yaml	2.3.12
zeallot	0.2.0
zellkonverter	1.20.1
zip	2.3.3
zoo	1.8-15

`nw-scGPT`

Python: 3.9.25
R: not installed
Conda/micromamba packages: 0
Pip packages: 0
R packages: 0
Description: scGPT and single-cell foundation model workflows, including Python deep learning dependencies.

Conda/micromamba packages

No packages found in this inventory.

Pip packages

No packages found in this inventory.

R packages

No packages found in this inventory.

`nw-scGPTv2`

Python: 3.11.15
R: not installed
Conda/micromamba packages: 318
Pip packages: 263
R packages: 0
Description: Not described yet.

Conda/micromamba packages

Package	Version	Build	Channel
_openmp_mutex	4.5	7_kmp_llvm	conda-forge
absl-py	2.5.0	pypi_0	pypi
aiofiles	25.1.0	pypi_0	pypi
aiohappyeyeballs	2.7.1	pypi_0	pypi
aiohttp	3.14.1	pypi_0	pypi
aiosignal	1.4.0	pypi_0	pypi
anndata	0.12.19	pypi_0	pypi
annotated-types	0.7.0	pypi_0	pypi
anyio	4.14.1	pyhcf101f3_0	conda-forge
argon2-cffi	25.1.0	pyhd8ed1ab_0	conda-forge
argon2-cffi-bindings	25.1.0	py311h49ec1c0_2	conda-forge
array-api-compat	1.15.0	pypi_0	pypi
arrow	1.4.0	pyhcf101f3_0	conda-forge
asttokens	3.0.1	pyhd8ed1ab_0	conda-forge
astunparse	1.6.3	pypi_0	pypi
async-lru	2.3.0	pyhcf101f3_0	conda-forge
attrs	26.1.0	pyhcf101f3_0	conda-forge
babel	2.18.0	pyhcf101f3_1	conda-forge
backports.zstd	1.6.0	py311h6b1f9c4_0	conda-forge
beautifulsoup4	4.15.0	pyha770c72_0	conda-forge
black	25.12.0	pypi_0	pypi
bleach	6.4.0	pyhcf101f3_0	conda-forge
bleach-with-css	6.4.0	hac0b51c_0	conda-forge
brotli-python	1.2.0	py311h66f275b_1	conda-forge
bzip2	1.0.8	hda65f42_9	conda-forge
ca-certificates	2026.6.17	hbd8a1cb_0	conda-forge
cached_property	1.5.2	pyha770c72_2	conda-forge
cached-property	1.5.2	hd8ed1ab_2	conda-forge
cell-gears	0.0.2	pypi_0	pypi
certifi	2026.6.17	pyhd8ed1ab_0	conda-forge
cffi	2.1.0	py311h03d9500_0	conda-forge
charset-normalizer	3.4.8	pyhd8ed1ab_0	conda-forge
chex	0.1.92	pypi_0	pypi
click	8.4.2	pypi_0	pypi
comm	0.2.3	pyhe01879c_0	conda-forge
contourpy	1.3.3	pypi_0	pypi
cuda-cudart	12.6.77	h5888daf_0	conda-forge
cuda-cudart_linux-64	12.6.77	h3f2d84a_0	conda-forge
cuda-nvrtc	12.6.85	hbd13f7d_0	conda-forge
cuda-version	12.6	h7480c83_3	conda-forge
cycler	0.12.1	pypi_0	pypi
datasets	2.21.0	pypi_0	pypi
dcor	0.5.7	pypi_0	pypi
debugpy	1.8.21	py311hc665b79_0	conda-forge
decorator	5.3.1	pyhd8ed1ab_0	conda-forge
defusedxml	0.7.1	pyhd8ed1ab_0	conda-forge
Deprecated	1.3.1	pypi_0	pypi
dill	0.3.8	pypi_0	pypi
docrep	0.3.2	pypi_0	pypi
donfig	0.8.1.post1	pypi_0	pypi
einops	0.8.2	pypi_0	pypi
et_xmlfile	2.0.0	pypi_0	pypi
etils	1.14.0	pypi_0	pypi
exceptiongroup	1.3.1	pyhd8ed1ab_0	conda-forge
executing	2.2.1	pyhd8ed1ab_0	conda-forge
faiss-gpu	1.13.2	py3.11_h1b31e9c_0_cuda12.6	pytorch
filelock	3.29.0	pypi_0	pypi
flash_attn	2.7.4.post1	pypi_0	pypi
flatbuffers	25.12.19	pypi_0	pypi
flax	0.12.7	pypi_0	pypi
fonttools	4.63.0	pypi_0	pypi
fqdn	1.5.1	pyhd8ed1ab_1	conda-forge
frozenlist	1.8.0	pypi_0	pypi
fsspec	2024.6.1	pypi_0	pypi
gast	0.7.0	pypi_0	pypi
gitdb	4.0.12	pypi_0	pypi
GitPython	3.1.50	pypi_0	pypi
google-crc32c	1.8.0	pypi_0	pypi
google-pasta	0.2.0	pypi_0	pypi
grpcio	1.81.1	pypi_0	pypi
h11	0.16.0	pyhcf101f3_1	conda-forge
h2	4.3.0	pyhcf101f3_0	conda-forge
h5py	3.14.0	pypi_0	pypi
hf-xet	1.5.1	pypi_0	pypi
hpack	4.2.0	pyhd8ed1ab_0	conda-forge
httpcore	1.0.9	pyh29332c3_0	conda-forge
httpx	0.28.1	pyhd8ed1ab_0	conda-forge
huggingface_hub	1.22.0	pypi_0	pypi
humanize	4.16.0	pypi_0	pypi
hyperframe	6.1.0	pyhd8ed1ab_0	conda-forge
icu	78.3	h33c6efd_0	conda-forge
idna	3.18	pyhcf101f3_0	conda-forge
igraph	1.0.0	pypi_0	pypi
importlib_resources	7.1.0	pypi_0	pypi
importlib-metadata	9.0.0	pyhcf101f3_0	conda-forge
iniconfig	2.3.0	pypi_0	pypi
ipykernel	7.3.0	pyha191276_0	conda-forge
ipython	9.15.0	pyh53cf698_0	conda-forge
ipython_pygments_lexers	1.1.1	pyhd8ed1ab_0	conda-forge
isoduration	20.11.0	pyhd8ed1ab_1	conda-forge
jax	0.10.2	pypi_0	pypi
jaxlib	0.10.2	pypi_0	pypi
jedi	0.20.0	pyhcf101f3_0	conda-forge
jinja2	3.1.6	pyhcf101f3_1	conda-forge
joblib	1.5.3	pypi_0	pypi
json5	0.15.0	pyhd8ed1ab_0	conda-forge
jsonpointer	3.1.1	pyhcf101f3_0	conda-forge
jsonschema	4.26.0	pyhcf101f3_0	conda-forge
jsonschema-specifications	2025.9.1	pyhcf101f3_0	conda-forge
jsonschema-with-format-nongpl	4.26.0	hcf101f3_0	conda-forge
jupyter_client	8.9.1	pyhcf101f3_0	conda-forge
jupyter_core	5.9.1	pyhc90fa1f_0	conda-forge
jupyter_events	0.12.1	pyhcf101f3_0	conda-forge
jupyter_server	2.20.0	pyhcf101f3_0	conda-forge
jupyter_server_terminals	0.5.4	pyhcf101f3_0	conda-forge
jupyter-builder	1.0.2	pyhcf101f3_0	conda-forge
jupyter-lsp	2.3.1	pyhcf101f3_0	conda-forge
jupyterlab	4.6.1	pyhd8ed1ab_0	conda-forge
jupyterlab_pygments	0.3.0	pyhd8ed1ab_2	conda-forge
jupyterlab_server	2.28.0	pyhcf101f3_0	conda-forge
keras	3.15.0	pypi_0	pypi
keyutils	1.6.3	hb9d3cd8_0	conda-forge
kiwisolver	1.5.0	pypi_0	pypi
krb5	1.22.2	hbde042b_1	conda-forge
lark	1.3.1	pyhd8ed1ab_0	conda-forge
ld_impl_linux-64	2.45.1	default_hbd61a6d_102	conda-forge
legacy-api-wrap	1.5	pypi_0	pypi
leidenalg	0.12.0	pypi_0	pypi
libblas	3.11.0	8_h4a7cf45_openblas	conda-forge
libcblas	3.11.0	8_h0358290_openblas	conda-forge
libclang	18.1.1	pypi_0	pypi
libcublas	12.6.4.1	h5888daf_1	conda-forge
libedit	3.1.20250104	pl5321h7949ede_0	conda-forge
libexpat	2.8.1	hecca717_1	conda-forge
libfaiss	1.13.2	h1b31e9c_0_cuda12.6	pytorch
libffi	3.5.2	h3435931_0	conda-forge
libgcc	15.2.0	he0feb66_19	conda-forge
libgcc-ng	15.2.0	h69a702a_19	conda-forge
libgfortran	15.2.0	h69a702a_19	conda-forge
libgfortran5	15.2.0	h68bc16d_19	conda-forge
libgomp	15.2.0	he0feb66_19	conda-forge
libhwloc	2.13.0	default_he001693_1000	conda-forge
libiconv	1.18	h3b78370_2	conda-forge
liblapack	3.11.0	8_h47877c9_openblas	conda-forge
liblzma	5.8.3	hb03c661_0	conda-forge
libnsl	2.0.1	hb9d3cd8_1	conda-forge
libopenblas	0.3.33	pthreads_h94d23a6_0	conda-forge
libsodium	1.0.22	h280c20c_1	conda-forge
libsqlite	3.53.3	h0c1763c_0	conda-forge
libstdcxx	15.2.0	h934c35e_19	conda-forge
libuuid	2.42.2	h5347b49_0	conda-forge
libxcrypt	4.4.36	hd590300_1	conda-forge
libxml2	2.15.3	h49c6c72_0	conda-forge
libxml2-16	2.15.3	hca6bf5a_0	conda-forge
libzlib	1.3.2	h25fd6f3_2	conda-forge
lightning-utilities	0.15.3	pypi_0	pypi
llvm-openmp	22.1.8	h4922eb0_0	conda-forge
llvmlite	0.48.0	pypi_0	pypi
markdown-it-py	4.2.0	pypi_0	pypi
markupsafe	3.0.3	py311h3778330_1	conda-forge
matplotlib	3.11.0	pypi_0	pypi
matplotlib-inline	0.2.2	pyhd8ed1ab_0	conda-forge
mdurl	0.1.2	pypi_0	pypi
mistune	3.3.2	pyhcf101f3_0	conda-forge
mkl	2024.2.2	ha770c72_17	conda-forge
mkl-service	2.5.2	py311habf43f4_1	conda-forge
ml_collections	1.1.0	pypi_0	pypi
ml_dtypes	0.5.4	pypi_0	pypi
mpmath	1.3.0	pypi_0	pypi
msgpack	1.2.1	pypi_0	pypi
mudata	0.3.10	pypi_0	pypi
multidict	6.7.1	pypi_0	pypi
multipledispatch	1.0.0	pypi_0	pypi
multiprocess	0.70.16	pypi_0	pypi
mypy_extensions	1.1.0	pypi_0	pypi
namex	0.1.0	pypi_0	pypi
narwhals	2.23.0	pypi_0	pypi
natsort	8.4.0	pypi_0	pypi
nbclient	0.11.0	pyhd8ed1ab_0	conda-forge
nbconvert-core	7.17.1	pyhcf101f3_0	conda-forge
nbformat	5.10.4	pyhd8ed1ab_1	conda-forge
ncurses	6.6	hdb14827_0	conda-forge
nest-asyncio	1.6.0	pypi_0	pypi
nest-asyncio2	1.7.2	pyhcf101f3_0	conda-forge
networkx	3.6.1	pypi_0	pypi
ninja	1.13.0	pypi_0	pypi
notebook-shim	0.2.4	pyhd8ed1ab_1	conda-forge
numba	0.66.0	pypi_0	pypi
numcodecs	0.16.5	pypi_0	pypi
numpy	2.4.6	py311h2e04523_0	conda-forge
numpyro	0.21.0	pypi_0	pypi
nvidia-cublas-cu12	12.4.5.8	pypi_0	pypi
nvidia-cuda-cupti-cu12	12.4.127	pypi_0	pypi
nvidia-cuda-nvrtc-cu12	12.4.127	pypi_0	pypi
nvidia-cuda-runtime-cu12	12.4.127	pypi_0	pypi
nvidia-cudnn-cu12	9.1.0.70	pypi_0	pypi
nvidia-cufft-cu12	11.2.1.3	pypi_0	pypi
nvidia-curand-cu12	10.3.5.147	pypi_0	pypi
nvidia-cusolver-cu12	11.6.1.9	pypi_0	pypi
nvidia-cusparse-cu12	12.3.1.170	pypi_0	pypi
nvidia-cusparselt-cu12	0.6.2	pypi_0	pypi
nvidia-nccl-cu12	2.21.5	pypi_0	pypi
nvidia-nvjitlink-cu12	12.4.127	pypi_0	pypi
nvidia-nvtx-cu12	12.4.127	pypi_0	pypi
onemkl-license	2026.0.0	ha770c72_915	conda-forge
openpyxl	3.1.5	pypi_0	pypi
openssl	3.6.3	h35e630c_0	conda-forge
opt_einsum	3.4.0	pypi_0	pypi
optax	0.2.8	pypi_0	pypi
optree	0.19.1	pypi_0	pypi
orbax	0.1.7	pypi_0	pypi
orbax-checkpoint	0.12.1	pypi_0	pypi
overrides	7.7.0	pyhd8ed1ab_1	conda-forge
packaging	26.2	pyhc364b38_0	conda-forge
pandas	2.3.3	pypi_0	pypi
pandocfilters	1.5.0	pyhd8ed1ab_0	conda-forge
parso	0.8.7	pyhcf101f3_0	conda-forge
pathspec	1.1.1	pypi_0	pypi
patsy	1.0.2	pypi_0	pypi
pexpect	4.9.0	pyhd8ed1ab_1	conda-forge
pillow	12.2.0	pypi_0	pypi
pip	26.1.2	pyh8b19718_0	conda-forge
platformdirs	4.10.0	pyhcf101f3_0	conda-forge
plotly	6.8.0	pypi_0	pypi
pluggy	1.6.0	pypi_0	pypi
prometheus_client	0.25.0	pyhd8ed1ab_0	conda-forge
prompt-toolkit	3.0.52	pyha770c72_0	conda-forge
propcache	0.5.2	pypi_0	pypi
protobuf	7.35.1	pypi_0	pypi
psutil	7.2.2	py311haee01d2_0	conda-forge
ptyprocess	0.7.0	pyhd8ed1ab_1	conda-forge
pure_eval	0.2.3	pyhd8ed1ab_1	conda-forge
pyarrow	24.0.0	pypi_0	pypi
pycparser	3.0	pyhcf101f3_0	conda-forge
pydantic	2.13.4	pypi_0	pypi
pydantic_core	2.46.4	pypi_0	pypi
pydot	4.0.1	pypi_0	pypi
pygments	2.20.0	pyhd8ed1ab_0	conda-forge
pynndescent	0.6.0	pypi_0	pypi
pyparsing	3.3.2	pypi_0	pypi
pyro-api	0.1.2	pypi_0	pypi
pyro-ppl	1.9.1	pypi_0	pypi
pysocks	1.7.1	pyha55dd90_7	conda-forge
pytest	8.4.2	pypi_0	pypi
python	3.11.15	h7508c33_1_cpython	conda-forge
python_abi	3.11	8_cp311	conda-forge
python-dateutil	2.9.0.post0	pyhe01879c_2	conda-forge
python-fastjsonschema	2.21.2	pyhe01879c_0	conda-forge
python-json-logger	4.1.0	pyhd8ed1ab_0	conda-forge
python-tzdata	2026.2	pyhd8ed1ab_0	conda-forge
pytokens	0.4.1	pypi_0	pypi
pytorch-lightning	1.9.5	pypi_0	pypi
pytz	2026.2	pypi_0	pypi
pyyaml	6.0.3	py311h3778330_1	conda-forge
pyzmq	27.1.0	py311hca8cfc1_3	conda-forge
readline	8.3	h853b02a_0	conda-forge
referencing	0.37.0	pyhcf101f3_0	conda-forge
requests	2.34.2	pyhcf101f3_0	conda-forge
rfc3339-validator	0.1.4	pyhd8ed1ab_1	conda-forge
rfc3986-validator	0.1.1	pyh9f0ad1d_0	conda-forge
rfc3987-syntax	1.1.0	pyhe01879c_1	conda-forge
rich	15.0.0	pypi_0	pypi
rpds-py	2026.6.3	py311h1baac5b_0	conda-forge
scanpy	1.11.5	pypi_0	pypi
scGPT	0.2.5	pypi_0	pypi
scib	1.1.7	pypi_0	pypi
scikit-learn	1.9.0	pypi_0	pypi
scikit-misc	0.5.2	pypi_0	pypi
scipy	1.17.1	pypi_0	pypi
scverse-misc	0.0.3	pypi_0	pypi
scvi-tools	0.20.3	pypi_0	pypi
seaborn	0.13.2	pypi_0	pypi
send2trash	2.1.0	pyha191276_1	conda-forge
sentry-sdk	2.64.0	pypi_0	pypi
session-info2	0.4.1	pypi_0	pypi
setuptools	82.0.1	pyh332efcf_0	conda-forge
simplejson	4.1.1	pypi_0	pypi
six	1.17.0	pyhe01879c_1	conda-forge
smmap	5.0.3	pypi_0	pypi
sniffio	1.3.1	pyhd8ed1ab_2	conda-forge
soupsieve	2.8.4	pyhd8ed1ab_0	conda-forge
stack_data	0.6.3	pyhd8ed1ab_1	conda-forge
statsmodels	0.14.6	pypi_0	pypi
sympy	1.13.1	pypi_0	pypi
tbb	2021.13.0	hb700be7_6	conda-forge
tensorflow	2.21.0	pypi_0	pypi
tensorstore	0.1.84	pypi_0	pypi
termcolor	3.3.0	pypi_0	pypi
terminado	0.18.1	pyhc90fa1f_1	conda-forge
texttable	1.7.0	pypi_0	pypi
threadpoolctl	3.6.0	pypi_0	pypi
tinycss2	1.4.0	pyhd8ed1ab_0	conda-forge
tk	8.6.13	noxft_h366c992_103	conda-forge
tomli	2.4.1	pyhcf101f3_0	conda-forge
toolz	1.1.0	pypi_0	pypi
torch	2.6.0+cu124	pypi_0	pypi
torch-geometric	2.8.0	pypi_0	pypi
torchaudio	2.6.0+cu124	pypi_0	pypi
torchmetrics	1.9.0	pypi_0	pypi
torchvision	0.21.0+cu124	pypi_0	pypi
tornado	6.5.7	py311h49ec1c0_0	conda-forge
tqdm	4.68.4	pypi_0	pypi
traitlets	5.15.1	pyhcf101f3_0	conda-forge
treescope	0.1.10	pypi_0	pypi
triton	3.2.0	pypi_0	pypi
typing_extensions	4.16.0	pyhcf101f3_0	conda-forge
typing_utils	0.1.0	pyhd8ed1ab_1	conda-forge
typing-extensions	4.16.0	h69aa097_0	conda-forge
typing-inspection	0.4.2	pypi_0	pypi
tzdata	2025c	hc9c84f9_1	conda-forge
umap-learn	0.5.12	pypi_0	pypi
uri-template	1.3.0	pyhd8ed1ab_1	conda-forge
urllib3	2.7.0	pyhd8ed1ab_0	conda-forge
uvloop	0.22.1	pypi_0	pypi
wandb	0.28.0	pypi_0	pypi
wcwidth	0.8.2	pyhd8ed1ab_0	conda-forge
webcolors	25.10.0	pyhd8ed1ab_0	conda-forge
webencodings	0.5.1	pyhd8ed1ab_3	conda-forge
websocket-client	1.9.0	pyhd8ed1ab_0	conda-forge
wheel	0.47.0	pyhd8ed1ab_0	conda-forge
wrapt	2.2.2	pypi_0	pypi
xxhash	3.8.1	pypi_0	pypi
yaml	0.2.5	h280c20c_3	conda-forge
yarl	1.24.2	pypi_0	pypi
zarr	3.1.6	pypi_0	pypi
zeromq	4.3.5	h09e67af_11	conda-forge
zipp	4.1.0	pyhcf101f3_0	conda-forge
zstd	1.5.7	hb78ec9c_6	conda-forge

Pip packages

Package	Version
absl-py	2.5.0
aiofiles	25.1.0
aiohappyeyeballs	2.7.1
aiohttp	3.14.1
aiosignal	1.4.0
anndata	0.12.19
annotated-types	0.7.0
anyio	4.14.1
argon2-cffi	25.1.0
argon2-cffi-bindings	25.1.0
array-api-compat	1.15.0
arrow	1.4.0
asttokens	3.0.1
astunparse	1.6.3
async-lru	2.3.0
attrs	26.1.0
babel	2.18.0
backports.zstd	1.6.0
beautifulsoup4	4.15.0
black	25.12.0
bleach	6.4.0
Brotli	1.2.0
cached-property	1.5.2
cell-gears	0.0.2
certifi	2026.6.17
cffi	2.1.0
charset-normalizer	3.4.8
chex	0.1.92
click	8.4.2
comm	0.2.3
contourpy	1.3.3
cycler	0.12.1
datasets	2.21.0
dcor	0.5.7
debugpy	1.8.21
decorator	5.3.1
defusedxml	0.7.1
Deprecated	1.3.1
dill	0.3.8
docrep	0.3.2
donfig	0.8.1.post1
einops	0.8.2
et_xmlfile	2.0.0
etils	1.14.0
exceptiongroup	1.3.1
executing	2.2.1
faiss	1.13.2
fastjsonschema	2.21.2
filelock	3.29.0
flash_attn	2.7.4.post1
flatbuffers	25.12.19
flax	0.12.7
fonttools	4.63.0
fqdn	1.5.1
frozenlist	1.8.0
fsspec	2024.6.1
gast	0.7.0
gitdb	4.0.12
GitPython	3.1.50
google-crc32c	1.8.0
google-pasta	0.2.0
grpcio	1.81.1
h11	0.16.0
h2	4.3.0
h5py	3.14.0
hf-xet	1.5.1
hpack	4.2.0
httpcore	1.0.9
httpx	0.28.1
huggingface_hub	1.22.0
humanize	4.16.0
hyperframe	6.1.0
idna	3.18
igraph	1.0.0
importlib_metadata	9.0.0
importlib_resources	7.1.0
iniconfig	2.3.0
ipykernel	7.3.0
ipython	9.15.0
ipython_pygments_lexers	1.1.1
isoduration	20.11.0
jax	0.10.2
jaxlib	0.10.2
jedi	0.20.0
Jinja2	3.1.6
joblib	1.5.3
json5	0.15.0
jsonpointer	3.1.1
jsonschema	4.26.0
jsonschema-specifications	2025.9.1
jupyter_builder	1.0.2
jupyter_client	8.9.1
jupyter_core	5.9.1
jupyter_server	2.20.0
jupyter_server_terminals	0.5.4
jupyter-events	0.12.1
jupyter-lsp	2.3.1
jupyterlab	4.6.1
jupyterlab_pygments	0.3.0
jupyterlab_server	2.28.0
keras	3.15.0
kiwisolver	1.5.0
lark	1.3.1
legacy-api-wrap	1.5
leidenalg	0.12.0
libclang	18.1.1
lightning-utilities	0.15.3
llvmlite	0.48.0
markdown-it-py	4.2.0
MarkupSafe	3.0.3
matplotlib	3.11.0
matplotlib-inline	0.2.2
mdurl	0.1.2
mistune	3.3.2
mkl-service	2.5.2
ml_collections	1.1.0
ml_dtypes	0.5.4
mpmath	1.3.0
msgpack	1.2.1
mudata	0.3.10
multidict	6.7.1
multipledispatch	1.0.0
multiprocess	0.70.16
mypy_extensions	1.1.0
namex	0.1.0
narwhals	2.23.0
natsort	8.4.0
nbclient	0.11.0
nbconvert	7.17.1
nbformat	5.10.4
nest-asyncio	1.6.0
nest-asyncio2	1.7.2
networkx	3.6.1
ninja	1.13.0
notebook_shim	0.2.4
numba	0.66.0
numcodecs	0.16.5
numpy	2.4.4
numpyro	0.21.0
nvidia-cublas-cu12	12.4.5.8
nvidia-cuda-cupti-cu12	12.4.127
nvidia-cuda-nvrtc-cu12	12.4.127
nvidia-cuda-runtime-cu12	12.4.127
nvidia-cudnn-cu12	9.1.0.70
nvidia-cufft-cu12	11.2.1.3
nvidia-curand-cu12	10.3.5.147
nvidia-cusolver-cu12	11.6.1.9
nvidia-cusparse-cu12	12.3.1.170
nvidia-cusparselt-cu12	0.6.2
nvidia-nccl-cu12	2.21.5
nvidia-nvjitlink-cu12	12.4.127
nvidia-nvtx-cu12	12.4.127
openpyxl	3.1.5
opt_einsum	3.4.0
optax	0.2.8
optree	0.19.1
orbax	0.1.7
orbax-checkpoint	0.12.1
overrides	7.7.0
packaging	26.2
pandas	2.3.3
pandocfilters	1.5.0
parso	0.8.7
pathspec	1.1.1
patsy	1.0.2
pexpect	4.9.0
pillow	12.2.0
pip	26.1.2
platformdirs	4.10.0
plotly	6.8.0
pluggy	1.6.0
prometheus_client	0.25.0
prompt_toolkit	3.0.52
propcache	0.5.2
protobuf	7.35.1
psutil	7.2.2
ptyprocess	0.7.0
pure_eval	0.2.3
pyarrow	24.0.0
pycparser	3.0
pydantic	2.13.4
pydantic_core	2.46.4
pydot	4.0.1
Pygments	2.20.0
pynndescent	0.6.0
pyparsing	3.3.2
pyro-api	0.1.2
pyro-ppl	1.9.1
PySocks	1.7.1
pytest	8.4.2
python-dateutil	2.9.0.post0
python-json-logger	4.1.0
pytokens	0.4.1
pytorch-lightning	1.9.5
pytz	2026.2
PyYAML	6.0.3
pyzmq	27.1.0
referencing	0.37.0
requests	2.34.2
rfc3339_validator	0.1.4
rfc3986-validator	0.1.1
rfc3987-syntax	1.1.0
rich	15.0.0
rpds-py	2026.6.3
scanpy	1.11.5
scGPT	0.2.5
scib	1.1.7
scikit-learn	1.9.0
scikit-misc	0.5.2
scipy	1.17.1
scverse-misc	0.0.3
scvi-tools	0.20.3
seaborn	0.13.2
Send2Trash	2.1.0
sentry-sdk	2.64.0
session-info2	0.4.1
setuptools	83.0.0
simplejson	4.1.1
six	1.17.0
smmap	5.0.3
sniffio	1.3.1
soupsieve	2.8.4
stack_data	0.6.3
statsmodels	0.14.6
sympy	1.13.1
tensorflow	2.21.0
tensorstore	0.1.84
termcolor	3.3.0
terminado	0.18.1
texttable	1.7.0
threadpoolctl	3.6.0
tinycss2	1.4.0
tomli	2.4.1
toolz	1.1.0
torch	2.6.0+cu124
torch-geometric	2.8.0
torchaudio	2.6.0+cu124
torchmetrics	1.9.0
torchvision	0.21.0+cu124
tornado	6.5.7
tqdm	4.68.4
traitlets	5.15.1
treescope	0.1.10
triton	3.2.0
typing_extensions	4.16.0
typing_utils	0.1.0
typing-inspection	0.4.2
tzdata	2026.2
umap-learn	0.5.12
uri-template	1.3.0
urllib3	2.7.0
uvloop	0.22.1
wandb	0.28.0
wcwidth	0.8.2
webcolors	25.10.0
webencodings	0.5.1
websocket-client	1.9.0
wheel	0.47.0
wrapt	2.2.2
xxhash	3.8.1
yarl	1.24.2
zarr	3.1.6
zipp	4.1.0

R packages

No packages found in this inventory.

`nw-snakemake`

Python: 3.11.15
R: not installed
Conda/micromamba packages: 250
Pip packages: 112
R packages: 0
Description: Snakemake workflow execution environment for reproducible pipelines and batch-oriented analyses.

Conda/micromamba packages

Package	Version	Build	Channel
_openmp_mutex	4.5	20_gnu	conda-forge
adwaita-icon-theme	49.0	unix_0	conda-forge
amply	0.1.6	pyhd8ed1ab_1	conda-forge
annotated-doc	0.0.4	pyhcf101f3_0	conda-forge
annotated-types	0.7.0	pyhd8ed1ab_1	conda-forge
appdirs	1.4.4	pyhd8ed1ab_1	conda-forge
archspec	0.2.5	pyhd8ed1ab_0	conda-forge
argparse-dataclass	2.0.0	pyhd8ed1ab_1	conda-forge
at-spi2-atk	2.38.0	h0630a04_3	conda-forge
at-spi2-core	2.40.3	h0630a04_0	conda-forge
atk-1.0	2.38.0	h04ea711_2	conda-forge
attrs	26.1.0	pyhcf101f3_0	conda-forge
backports.zstd	1.3.0	py311h6b1f9c4_0	conda-forge
boltons	25.0.0	pyhd8ed1ab_0	conda-forge
brotli-python	1.2.0	py311h66f275b_1	conda-forge
bzip2	1.0.8	hda65f42_9	conda-forge
c-ares	1.34.6	hb03c661_0	conda-forge
ca-certificates	2026.4.22	hbd8a1cb_0	conda-forge
cairo	1.18.4	he90730b_1	conda-forge
certifi	2026.4.22	pyhd8ed1ab_0	conda-forge
cffi	2.0.0	py311h03d9500_1	conda-forge
charset-normalizer	3.4.7	pyhd8ed1ab_0	conda-forge
click	8.3.3	pyhc90fa1f_0	conda-forge
coin-or-cbc	2.10.13	h4d16d09_0	conda-forge
coin-or-cgl	0.60.10	hc46dffc_0	conda-forge
coin-or-clp	1.17.11	hc03379b_0	conda-forge
coin-or-osi	0.108.12	hf4fecb4_0	conda-forge
coin-or-utils	2.11.13	hc93afbd_0	conda-forge
coincbc	2.10.13	0_metapackage	conda-forge
coloredlogs	15.0.1	pyhd8ed1ab_4	conda-forge
conda	26.3.2	py311h38be061_0	conda-forge
conda-inject	1.3.2	pyhd8ed1ab_0	conda-forge
conda-libmamba-solver	26.4.0	pyhd8ed1ab_0	conda-forge
conda-package-handling	2.4.0	pyh7900ff3_2	conda-forge
conda-package-streaming	0.12.0	pyhd8ed1ab_0	conda-forge
configargparse	1.7.5	pyhcf101f3_0	conda-forge
connection_pool	0.0.3	pyhd3deb0d_0	conda-forge
cpp-expected	1.3.1	h171cf75_0	conda-forge
dbus	1.16.2	h24cb091_1	conda-forge
distro	1.9.0	pyhd8ed1ab_1	conda-forge
docutils	0.22.4	pyhd8ed1ab_0	conda-forge
dpath	2.2.0	pyha770c72_1	conda-forge
eido	0.2.5	pyhd8ed1ab_0	conda-forge
epoxy	1.5.10	hb03c661_2	conda-forge
fmt	12.1.0	hff5e90c_0	conda-forge
font-ttf-dejavu-sans-mono	2.37	hab24e00_0	conda-forge
font-ttf-inconsolata	3.000	h77eed37_0	conda-forge
font-ttf-source-code-pro	2.038	h77eed37_0	conda-forge
font-ttf-ubuntu	0.83	h77eed37_3	conda-forge
fontconfig	2.17.1	h27c8c51_0	conda-forge
fonts-conda-ecosystem	1	0	conda-forge
fonts-conda-forge	1	hc364b38_1	conda-forge
fribidi	1.0.16	hb03c661_0	conda-forge
frozendict	2.4.7	py311h49ec1c0_0	conda-forge
gdk-pixbuf	2.44.6	h2b0a6b4_0	conda-forge
gitdb	4.0.12	pyhd8ed1ab_0	conda-forge
gitpython	3.1.47	pyhd8ed1ab_0	conda-forge
glib-tools	2.86.4	hf516916_1	conda-forge
graphite2	1.3.14	hecca717_2	conda-forge
graphviz	14.1.2	h8b86629_0	conda-forge
greenlet	3.5.0	py311hc665b79_0	conda-forge
gtk3	3.24.52	ha5ea40c_0	conda-forge
gts	0.7.6	h977cf35_4	conda-forge
h2	4.3.0	pyhcf101f3_0	conda-forge
harfbuzz	14.2.0	h6083320_0	conda-forge
hicolor-icon-theme	0.17	ha770c72_3	conda-forge
hpack	4.1.0	pyhd8ed1ab_0	conda-forge
humanfriendly	10.0	pyh707e725_8	conda-forge
hyperframe	6.1.0	pyhd8ed1ab_0	conda-forge
icu	78.3	h33c6efd_0	conda-forge
idna	3.13	pyhcf101f3_0	conda-forge
immutables	0.21	py311h49ec1c0_2	conda-forge
jinja2	3.1.6	pyhcf101f3_1	conda-forge
jsonpatch	1.33	pyhd8ed1ab_1	conda-forge
jsonpointer	3.1.1	pyhcf101f3_0	conda-forge
jsonschema	4.26.0	pyhcf101f3_0	conda-forge
jsonschema-specifications	2025.9.1	pyhcf101f3_0	conda-forge
jupyter_core	5.9.1	pyhc90fa1f_0	conda-forge
keyutils	1.6.3	hb9d3cd8_0	conda-forge
krb5	1.22.2	ha1258a1_0	conda-forge
ld_impl_linux-64	2.45.1	default_hbd61a6d_102	conda-forge
lerc	4.1.0	hdb68285_0	conda-forge
libarchive	3.8.7	gpl_hc2c16d8_100	conda-forge
libblas	3.11.0	6_h4a7cf45_openblas	conda-forge
libcblas	3.11.0	6_h0358290_openblas	conda-forge
libcups	2.3.3	h7a8fb5f_6	conda-forge
libcurl	8.19.0	hcf29cc6_0	conda-forge
libdeflate	1.25	h17f619e_0	conda-forge
libdrm	2.4.125	hb03c661_1	conda-forge
libedit	3.1.20250104	pl5321h7949ede_0	conda-forge
libegl	1.7.0	ha4b6fd6_2	conda-forge
libegl-devel	1.7.0	ha4b6fd6_2	conda-forge
libev	4.33	hd590300_2	conda-forge
libexpat	2.7.5	hecca717_0	conda-forge
libffi	3.5.2	h3435931_0	conda-forge
libfreetype	2.14.3	ha770c72_0	conda-forge
libfreetype6	2.14.3	h73754d4_0	conda-forge
libgcc	15.2.0	he0feb66_18	conda-forge
libgcc-ng	15.2.0	h69a702a_18	conda-forge
libgd	2.3.3	h5fbf134_12	conda-forge
libgfortran	15.2.0	h69a702a_18	conda-forge
libgfortran5	15.2.0	h68bc16d_18	conda-forge
libgl	1.7.0	ha4b6fd6_2	conda-forge
libgl-devel	1.7.0	ha4b6fd6_2	conda-forge
libglib	2.86.4	h6548e54_1	conda-forge
libglvnd	1.7.0	ha4b6fd6_2	conda-forge
libglx	1.7.0	ha4b6fd6_2	conda-forge
libglx-devel	1.7.0	ha4b6fd6_2	conda-forge
libgomp	15.2.0	he0feb66_18	conda-forge
libiconv	1.18	h3b78370_2	conda-forge
libjpeg-turbo	3.1.4.1	hb03c661_0	conda-forge
liblapack	3.11.0	6_h47877c9_openblas	conda-forge
liblapacke	3.11.0	6_h6ae95b6_openblas	conda-forge
liblzma	5.8.3	hb03c661_0	conda-forge
libmamba	2.5.0	hd28c85e_0	conda-forge
libmamba-spdlog	2.5.0	h12fcf84_0	conda-forge
libmambapy	2.5.0	py311hc5d5c7c_0	conda-forge
libnghttp2	1.68.1	h877daf1_0	conda-forge
libnsl	2.0.1	hb9d3cd8_1	conda-forge
libopenblas	0.3.32	pthreads_h94d23a6_0	conda-forge
libpciaccess	0.18	hb9d3cd8_0	conda-forge
libpng	1.6.58	h421ea60_0	conda-forge
librsvg	2.62.1	h4c96295_0	conda-forge
libsolv	0.7.37	h9463b59_0	conda-forge
libsqlite	3.53.0	hf4e2dac_0	conda-forge
libssh2	1.11.1	hcf80075_0	conda-forge
libstdcxx	15.2.0	h934c35e_18	conda-forge
libstdcxx-ng	15.2.0	hdf11a46_18	conda-forge
libtiff	4.7.1	h9d88235_1	conda-forge
libuuid	2.42	h5347b49_0	conda-forge
libwebp-base	1.6.0	hd42ef1d_0	conda-forge
libxcb	1.17.0	h8a09558_0	conda-forge
libxcrypt	4.4.36	hd590300_1	conda-forge
libxkbcommon	1.13.1	hca5e8e5_0	conda-forge
libxml2	2.15.3	h49c6c72_0	conda-forge
libxml2-16	2.15.3	hca6bf5a_0	conda-forge
libzlib	1.3.2	h25fd6f3_2	conda-forge
logmuse	0.3.0	pyhcf101f3_0	conda-forge
lz4-c	1.10.0	h5888daf_1	conda-forge
lzo	2.10	h280c20c_1002	conda-forge
markdown-it-py	4.0.0	pyhd8ed1ab_0	conda-forge
markupsafe	3.0.3	py311h3778330_1	conda-forge
mdurl	0.1.2	pyhd8ed1ab_1	conda-forge
menuinst	2.4.2	py311h38be061_0	conda-forge
msgpack-python	1.1.2	py311hdf67eae_1	conda-forge
nbformat	5.10.4	pyhd8ed1ab_1	conda-forge
ncurses	6.5	h2d0b736_3	conda-forge
nlohmann_json-abi	3.12.0	h0f90c79_1	conda-forge
numpy	2.4.3	py311h2e04523_0	conda-forge
openssl	3.6.2	h35e630c_0	conda-forge
packaging	25.0	pyh29332c3_1	conda-forge
pandas	2.3.3	py311hed34c8f_2	conda-forge
pango	1.56.4	hda50119_1	conda-forge
pcre2	10.47	haa7fec5_0	conda-forge
pephubclient	0.4.4	pyhd8ed1ab_1	conda-forge
peppy	0.40.8	pyhd8ed1ab_0	conda-forge
pip	26.0.1	pyh8b19718_0	conda-forge
pixman	0.46.4	h54a6638_1	conda-forge
platformdirs	4.9.6	pyhcf101f3_0	conda-forge
pluggy	1.6.0	pyhf9edf01_1	conda-forge
psutil	7.2.2	py311haee01d2_0	conda-forge
pthread-stubs	0.4	hb9d3cd8_1002	conda-forge
pulp	2.8.0	py311h77a8cca_3	conda-forge
pybind11-abi	11	hc364b38_1	conda-forge
pycosat	0.6.6	py311h49ec1c0_3	conda-forge
pycparser	2.22	pyh29332c3_1	conda-forge
pydantic	2.13.3	pyhcf101f3_0	conda-forge
pydantic-core	2.46.3	py311h902ca64_0	conda-forge
pygments	2.20.0	pyhd8ed1ab_0	conda-forge
pyparsing	3.3.2	pyhcf101f3_0	conda-forge
pysocks	1.7.1	pyha55dd90_7	conda-forge
python	3.11.15	hd63d673_0_cpython	conda-forge
python_abi	3.11	8_cp311	conda-forge
python-dateutil	2.9.0.post0	pyhe01879c_2	conda-forge
python-fastjsonschema	2.21.2	pyhe01879c_0	conda-forge
python-tzdata	2026.2	pyhd8ed1ab_0	conda-forge
pytz	2026.1.post1	pyhcf101f3_0	conda-forge
pyyaml	6.0.3	py311h3778330_1	conda-forge
readline	8.3	h853b02a_0	conda-forge
referencing	0.37.0	pyhcf101f3_0	conda-forge
reproc	14.2.7.post0	hb03c661_0	conda-forge
reproc-cpp	14.2.7.post0	hecca717_0	conda-forge
requests	2.33.1	pyhcf101f3_1	conda-forge
rich	15.0.0	pyhcf101f3_0	conda-forge
rpds-py	0.30.0	py311h902ca64_0	conda-forge
ruamel.yaml	0.18.17	py311haee01d2_2	conda-forge
ruamel.yaml.clib	0.2.15	py311haee01d2_1	conda-forge
setuptools	82.0.1	pyh332efcf_0	conda-forge
shellingham	1.5.4	pyhd8ed1ab_2	conda-forge
simdjson	4.2.4	hb700be7_0	conda-forge
six	1.17.0	pyhe01879c_1	conda-forge
slack_sdk	3.41.0	pyh5d57e55_0	conda-forge
slack-sdk	3.41.0	pyhcf101f3_0	conda-forge
smart_open	7.6.0	pyhcf101f3_0	conda-forge
smmap	5.0.3	pyhd8ed1ab_0	conda-forge
snakemake	9.19.0	hdfd78af_1	bioconda
snakemake-executor-plugin-cluster-generic	1.0.9	pyhdfd78af_0	bioconda
snakemake-executor-plugin-slurm	2.6.1	pyhdfd78af_0	bioconda
snakemake-executor-plugin-slurm-jobstep	0.4.0	pyhdfd78af_0	bioconda
snakemake-interface-common	1.23.0	pyh84498cf_0	bioconda
snakemake-interface-executor-plugins	9.4.0	pyh84498cf_0	bioconda
snakemake-interface-logger-plugins	2.0.1	pyh84498cf_0	bioconda
snakemake-interface-report-plugins	1.3.0	pyhd4c3c12_0	bioconda
snakemake-interface-scheduler-plugins	2.0.2	pyhd4c3c12_0	bioconda
snakemake-interface-storage-plugins	4.4.1	pyh84498cf_0	bioconda
snakemake-minimal	9.19.0	pyhdfd78af_1	bioconda
spdlog	1.17.0	hab81395_1	conda-forge
sqlalchemy	2.0.49	py311haee01d2_0	conda-forge
sqlmodel	0.0.37	pyhcf101f3_0	conda-forge
tabulate	0.10.0	pyhcf101f3_0	conda-forge
tenacity	9.1.4	pyhcf101f3_0	conda-forge
throttler	1.2.2	pyhd8ed1ab_0	conda-forge
tk	8.6.13	noxft_h366c992_103	conda-forge
toml	0.10.2	pyhcf101f3_3	conda-forge
tqdm	4.67.3	pyh8f84b5b_0	conda-forge
traitlets	5.14.3	pyhd8ed1ab_1	conda-forge
truststore	0.10.4	pyhcf101f3_0	conda-forge
typer	0.25.0	pyhcf101f3_0	conda-forge
typing_extensions	4.15.0	pyhcf101f3_0	conda-forge
typing-extensions	4.15.0	h396c80c_0	conda-forge
typing-inspection	0.4.2	pyhcf101f3_2	conda-forge
tzdata	2025c	hc9c84f9_1	conda-forge
ubiquerg	0.9.3	pyhd8ed1ab_0	conda-forge
urllib3	2.6.3	pyhd8ed1ab_0	conda-forge
wayland	1.25.0	hd6090a7_0	conda-forge
wheel	0.47.0	pyhd8ed1ab_0	conda-forge
wrapt	1.17.3	py311h49ec1c0_1	conda-forge
xkeyboard-config	2.47	hb03c661_0	conda-forge
xorg-libice	1.1.2	hb9d3cd8_0	conda-forge
xorg-libsm	1.2.6	he73a12e_0	conda-forge
xorg-libx11	1.8.13	he1eb515_0	conda-forge
xorg-libxau	1.0.12	hb03c661_1	conda-forge
xorg-libxcomposite	0.4.7	hb03c661_0	conda-forge
xorg-libxcursor	1.2.3	hb9d3cd8_0	conda-forge
xorg-libxdamage	1.1.6	hb9d3cd8_0	conda-forge
xorg-libxdmcp	1.1.5	hb03c661_1	conda-forge
xorg-libxext	1.3.7	hb03c661_0	conda-forge
xorg-libxfixes	6.0.2	hb03c661_0	conda-forge
xorg-libxi	1.8.2	hb9d3cd8_0	conda-forge
xorg-libxinerama	1.1.6	hecca717_0	conda-forge
xorg-libxrandr	1.5.5	hb03c661_0	conda-forge
xorg-libxrender	0.9.12	hb9d3cd8_0	conda-forge
xorg-libxtst	1.2.5	hb9d3cd8_3	conda-forge
xorg-libxxf86vm	1.1.7	hb03c661_0	conda-forge
xorg-xorgproto	2025.1	hb03c661_0	conda-forge
yaml	0.2.5	h280c20c_3	conda-forge
yaml-cpp	0.8.0	h3f2d84a_0	conda-forge
yte	1.9.4	pyhd8ed1ab_0	conda-forge
zstandard	0.25.0	py311haee01d2_1	conda-forge
zstd	1.5.7	hb78ec9c_6	conda-forge

Pip packages

Package	Version
amply	0.1.6
annotated-doc	0.0.4
annotated-types	0.7.0
appdirs	1.4.4
archspec	0.2.5
argparse_dataclass	2.0.0
attrs	26.1.0
backports.zstd	1.3.0
boltons	25.0.0
Brotli	1.2.0
certifi	2026.4.22
cffi	2.0.0
charset-normalizer	3.4.7
click	8.3.3
coloredlogs	15.0.1
conda	26.3.2
conda_package_streaming	0.12.0
conda-inject	1.3.2
conda-libmamba-solver	26.4.0
conda-package-handling	2.4.0
ConfigArgParse	1.7.5
connection-pool	0.0.3
distro	1.9.0
docutils	0.22.4
dpath	2.2.0
eido	0.2.5
fastjsonschema	2.21.2
frozendict	2.4.7
gitdb	4.0.12
GitPython	3.1.47
greenlet	3.5.0
h2	4.3.0
hpack	4.1.0
humanfriendly	10.0
hyperframe	6.1.0
idna	3.13
immutables	0.21
Jinja2	3.1.6
jsonpatch	1.33
jsonpointer	3.1.1
jsonschema	4.26.0
jsonschema-specifications	2025.9.1
jupyter_core	5.9.1
libmambapy	2.5.0
logmuse	0.3.0
markdown-it-py	4.0.0
MarkupSafe	3.0.3
mdurl	0.1.2
menuinst	2.4.2
msgpack	1.1.2
nbformat	5.10.4
numpy	2.4.3
packaging	25.0
pandas	2.3.3
pephubclient	0.4.4
peppy	0.40.8
pip	26.0.1
platformdirs	4.9.6
pluggy	1.6.0
psutil	7.2.2
PuLP	2.8.0
pycosat	0.6.6
pycparser	2.22
pydantic	2.13.3
pydantic_core	2.46.3
Pygments	2.20.0
pyparsing	3.3.2
PySocks	1.7.1
python-dateutil	2.9.0.post0
pytz	2026.1.post1
PyYAML	6.0.3
referencing	0.37.0
requests	2.33.1
rich	15.0.0
rpds-py	0.30.0
ruamel.yaml	0.18.17
ruamel.yaml.clib	0.2.15
setuptools	82.0.1
shellingham	1.5.4
six	1.17.0
slack_sdk	3.41.0
smart_open	7.6.0
smmap	5.0.3
snakemake	9.19.0
snakemake-executor-plugin-cluster-generic	1.0.9
snakemake-executor-plugin-slurm	2.6.1
snakemake-executor-plugin-slurm-jobstep	0.4.0
snakemake-interface-common	1.23.0
snakemake-interface-executor-plugins	9.4.0
snakemake-interface-logger-plugins	2.0.1
snakemake-interface-report-plugins	1.3.0
snakemake-interface-scheduler-plugins	2.0.2
snakemake-interface-storage-plugins	4.4.1
SQLAlchemy	2.0.49
sqlmodel	0.0.37
tabulate	0.10.0
tenacity	9.1.4
throttler	1.2.2
toml	0.10.2
tqdm	4.67.3
traitlets	5.14.3
truststore	0.10.4
typer	0.25.0
typing_extensions	4.15.0
typing-inspection	0.4.2
tzdata	2026.2
ubiquerg	0.9.3
urllib3	2.6.3
wheel	0.47.0
wrapt	1.17.3
yte	1.9.4
zstandard	0.25.0

R packages

No packages found in this inventory.

`nw-utils`

Python: 3.11.15
R: not installed
Conda/micromamba packages: 55
Pip packages: 28
R packages: 0
Description: General utility environment for downloads, data handling, command-line helpers, and lightweight scripting.

Conda/micromamba packages

Package	Version	Build	Channel
_openmp_mutex	4.5	20_gnu	conda-forge
backports.zstd	1.3.0	py311h6b1f9c4_0	conda-forge
beautifulsoup4	4.14.3	pyha770c72_0	conda-forge
brotli-python	1.2.0	py311h66f275b_1	conda-forge
bzip2	1.0.8	hda65f42_9	conda-forge
ca-certificates	2026.2.25	hbd8a1cb_0	conda-forge
certifi	2026.2.25	pyhd8ed1ab_0	conda-forge
charset-normalizer	3.4.6	pyhd8ed1ab_0	conda-forge
filelock	3.25.2	pyhd8ed1ab_0	conda-forge
gdown	5.2.1	pyhd8ed1ab_0	conda-forge
h2	4.3.0	pyhcf101f3_0	conda-forge
hpack	4.1.0	pyhd8ed1ab_0	conda-forge
hyperframe	6.1.0	pyhd8ed1ab_0	conda-forge
icu	78.3	h33c6efd_0	conda-forge
idna	3.11	pyhd8ed1ab_0	conda-forge
ld_impl_linux-64	2.45.1	default_hbd61a6d_102	conda-forge
libexpat	2.7.4	hecca717_0	conda-forge
libffi	3.5.2	h3435931_0	conda-forge
libgcc	15.2.0	he0feb66_18	conda-forge
libgcc-ng	15.2.0	h69a702a_18	conda-forge
libgomp	15.2.0	he0feb66_18	conda-forge
liblzma	5.8.2	hb03c661_0	conda-forge
libnsl	2.0.1	hb9d3cd8_1	conda-forge
libsqlite	3.52.0	hf4e2dac_0	conda-forge
libstdcxx	15.2.0	h934c35e_18	conda-forge
libuuid	2.41.3	h5347b49_0	conda-forge
libxcrypt	4.4.36	hd590300_1	conda-forge
libzlib	1.3.2	h25fd6f3_2	conda-forge
markdown-it-py	4.2.0	pypi_0	pypi
mdurl	0.1.2	pypi_0	pypi
ncurses	6.5	h2d0b736_3	conda-forge
openssl	3.6.1	h35e630c_1	conda-forge
osfclient	0.0.5	pypi_0	pypi
packaging	26.0	pyhcf101f3_0	conda-forge
pip	26.0.1	pyh8b19718_0	conda-forge
Pygments	2.20.0	pypi_0	pypi
pysocks	1.7.1	pyha55dd90_7	conda-forge
python	3.11.15	hd63d673_0_cpython	conda-forge
python_abi	3.11	8_cp311	conda-forge
rclone	1.73.4	h519d9b9_0	conda-forge
readline	8.3	h853b02a_0	conda-forge
requests	2.32.5	pyhcf101f3_1	conda-forge
rich	15.0.0	pypi_0	pypi
setuptools	82.0.1	pyh332efcf_0	conda-forge
sharept-dl	1.1.0	pypi_0	pypi
six	1.17.0	pypi_0	pypi
soupsieve	2.8.3	pyhd8ed1ab_0	conda-forge
tk	8.6.13	noxft_h366c992_103	conda-forge
tqdm	4.67.3	pyh8f84b5b_0	conda-forge
typing_extensions	4.15.0	pyhcf101f3_0	conda-forge
typing-extensions	4.15.0	h396c80c_0	conda-forge
tzdata	2025c	hc9c84f9_1	conda-forge
urllib3	2.6.3	pyhd8ed1ab_0	conda-forge
wheel	0.46.3	pyhd8ed1ab_0	conda-forge
zstd	1.5.7	hb78ec9c_6	conda-forge

Pip packages

Package	Version
backports.zstd	1.3.0
beautifulsoup4	4.14.3
Brotli	1.2.0
certifi	2026.2.25
charset-normalizer	3.4.6
filelock	3.25.2
gdown	5.2.1
h2	4.3.0
hpack	4.1.0
hyperframe	6.1.0
idna	3.11
markdown-it-py	4.2.0
mdurl	0.1.2
osfclient	0.0.5
packaging	26.0
pip	26.0.1
Pygments	2.20.0
PySocks	1.7.1
requests	2.32.5
rich	15.0.0
setuptools	82.0.1
sharept-dl	1.1.0
six	1.17.0
soupsieve	2.8.3
tqdm	4.67.3
typing_extensions	4.15.0
urllib3	2.6.3
wheel	0.46.3

R packages

No packages found in this inventory.