The ‘Data Science Kitchen Sink (DSKS)’ is an environment with many typical packages for analysis and machine learning. It is intended as a starting point that users can start working with the service without needing to make your own. As their work matures and specialised packages are needed, this can be cloned to serve as a basis for the new environment.
Executable Path
/apps/mambaforge/envs/dsks_2024.06/bin/python3 </path/to/script.py>
Activation Path
source /apps/mambaforge/envs/dsks_2024.06/bin/activate
Environment Definition
Code
! cat / apps/ conda- envs/ dsks_2024.06 .yml
name: dsks_2024.06
channels:
- plotly
- huggingface
- fastchan
- rapidsai
- pytorch
- nvidia
- conda-forge
dependencies:
# Interactivity
- jupyter
- jupyterlab
- dask
- dask-jobqueue
- autopep8
- tqdm
- matplotlib
- plotly
- seaborn
- wandb
- tensorboard
- pytest
# Data Types
- jinja2
- pillow
- pyyaml
- geopandas
- imutils
- opencv
- nltk
# Data Science
- numpy
- scipy
- pandas
- rapids
- cupy
# Machine Learning
- cudatoolkit
- tensorflow
- pytorch
- torchvision
- torchaudio
- lightning
- fastai
- transformers
- scikit-learn
- scikit-image
- py-xgboost-gpu
- gensim
- gym
# Pip packages
- pip
- pip:
- submitit
- tensorboard_plugin_profile
Full Package List
Code
# packages in environment at /apps/mambaforge/envs/dsks_2024.06:
#
# Name Version Build Channel
_libgcc_mutex 0.1 conda_forge fastchan
_openmp_mutex 4.5 2_kmp_llvm fastchan
_py-xgboost-mutex 2.0 gpu_0 conda-forge
absl-py 2.1.0 pyhd8ed1ab_0 conda-forge
aiohttp 3.8.5 py310h2372a71_0 fastchan
aiosignal 1.3.1 pyhd8ed1ab_0 fastchan
alsa-lib 1.2.11 hd590300_1 conda-forge
annotated-types 0.5.0 pyhd8ed1ab_0 fastchan
anyio 3.7.1 pyhd8ed1ab_0 fastchan
aom 3.9.0 hac33072_0 conda-forge
appdirs 1.4.4 pyh9f0ad1d_0 fastchan
argon2-cffi 21.3.0 pyhd8ed1ab_0 fastchan
argon2-cffi-bindings 21.2.0 py310h5764c6d_2 fastchan
arrow 1.3.0 pyhd8ed1ab_0 conda-forge
asttokens 2.4.0 pyhd8ed1ab_0 fastchan
astunparse 1.6.3 pyhd8ed1ab_0 fastchan
async-lru 2.0.4 pyhd8ed1ab_0 conda-forge
async-timeout 4.0.3 pyhd8ed1ab_0 fastchan
attr 2.5.1 h166bdaf_0 fastchan
attrs 23.1.0 pyh71513ae_0 fastchan
autopep8 2.2.0 pyhd8ed1ab_0 conda-forge
aws-c-auth 0.7.22 h96bc93b_2 conda-forge
aws-c-cal 0.6.14 h88a6e22_1 conda-forge
aws-c-common 0.9.19 h4ab18f5_0 conda-forge
aws-c-compression 0.2.18 h83b837d_6 conda-forge
aws-c-event-stream 0.4.2 ha47c788_12 conda-forge
aws-c-http 0.8.1 h29d6fba_17 conda-forge
aws-c-io 0.14.8 h21d4f22_5 conda-forge
aws-c-mqtt 0.10.4 h759edc4_4 conda-forge
aws-c-s3 0.5.9 h594631b_3 conda-forge
aws-c-sdkutils 0.1.16 h83b837d_2 conda-forge
aws-checksums 0.1.18 h83b837d_6 conda-forge
aws-crt-cpp 0.26.9 he3a8b3b_0 conda-forge
aws-sdk-cpp 1.11.329 hba8bd5f_3 conda-forge
azure-core-cpp 1.11.1 h91d86a7_1 conda-forge
azure-identity-cpp 1.6.0 hf1915f5_1 conda-forge
azure-storage-blobs-cpp 12.10.0 h00ab1b0_1 conda-forge
azure-storage-common-cpp 12.5.0 h94269e2_4 conda-forge
babel 2.14.0 pyhd8ed1ab_0 conda-forge
backcall 0.2.0 pyh9f0ad1d_0 fastchan
backports 1.0 py_2 fastchan
backports.functools_lru_cache 1.6.5 pyhd8ed1ab_0 fastchan
beautifulsoup4 4.12.2 pyha770c72_0 fastchan
blas 2.114 mkl fastchan
blas-devel 3.9.0 14_linux64_mkl fastchan
bleach 5.0.1 pyhd8ed1ab_0 fastchan
blosc 1.21.5 hc2324a3_1 conda-forge
bokeh 3.4.1 pyhd8ed1ab_0 conda-forge
branca 0.7.2 pyhd8ed1ab_0 conda-forge
brotli 1.1.0 hd590300_0 fastchan
brotli-bin 1.1.0 hd590300_0 fastchan
brotli-python 1.1.0 py310hc6cd4ac_0 fastchan
brunsli 0.1 h9c3ff4c_0 fastchan
bzip2 1.0.8 h7f98852_4 fastchan
c-ares 1.28.1 hd590300_0 conda-forge
c-blosc2 2.14.4 hb4ffafa_1 conda-forge
ca-certificates 2024.6.2 hbcca054_0 conda-forge
cached-property 1.5.2 hd8ed1ab_1 conda-forge
cached_property 1.5.2 pyha770c72_1 conda-forge
cairo 1.18.0 h3faef2a_0 conda-forge
catalogue 2.0.10 py310hff52083_0 fastchan
certifi 2023.7.22 pyhd8ed1ab_0 fastchan
cffi 1.15.1 py310h255011f_0 fastchan
cfitsio 4.4.0 hbdc6101_1 conda-forge
charls 2.4.2 h59595ed_0 conda-forge
charset-normalizer 3.2.0 pyhd8ed1ab_0 fastchan
click 8.1.7 unix_pyh707e725_0 fastchan
click-plugins 1.1.1 py_0 conda-forge
cligj 0.7.2 pyhd8ed1ab_1 conda-forge
cloudpickle 2.2.1 pyhd8ed1ab_0 fastchan
colorama 0.4.6 pyhd8ed1ab_0 fastchan
confection 0.1.3 py310h17c5347_0 fastchan
contourpy 1.2.1 py310hd41b1e2_0 conda-forge
cuda-cudart 12.1.105 0 nvidia
cuda-cupti 12.1.105 0 nvidia
cuda-libraries 12.1.0 0 nvidia
cuda-nvrtc 12.1.105 0 nvidia
cuda-nvtx 12.1.105 0 nvidia
cuda-opencl 12.4.127 0 nvidia
cuda-runtime 12.1.0 0 nvidia
cuda-version 11.8 h70ddcb2_3 conda-forge
cudatoolkit 11.8.0 h37601d7_10 fastchan
cupy 13.1.0 py310h189a05f_4 conda-forge
cupy-core 13.1.0 py310h71e26cc_4 conda-forge
cycler 0.11.0 pyhd8ed1ab_0 fastchan
cymem 2.0.8 py310hc6cd4ac_0 fastchan
cython-blis 0.7.10 py310h278f3c1_1 fastchan
cytoolz 0.12.0 py310h5764c6d_0 fastchan
dask 2024.5.2 pyhd8ed1ab_0 conda-forge
dask-core 2024.5.2 pyhd8ed1ab_0 conda-forge
dask-expr 1.1.2 pyhd8ed1ab_0 conda-forge
dask-jobqueue 0.8.5 pyhd8ed1ab_0 conda-forge
dataclasses 0.8 pyhc8e2a94_3 fastchan
datasets 2.19.2 py_0 huggingface
dav1d 1.2.1 hd590300_0 conda-forge
dbus 1.13.6 h5008d03_3 fastchan
debugpy 1.6.3 py310hd8f1fbe_0 fastchan
decorator 5.1.1 pyhd8ed1ab_0 fastchan
defusedxml 0.7.1 pyhd8ed1ab_0 fastchan
dill 0.3.7 pyhd8ed1ab_0 fastchan
distributed 2024.5.2 pyhd8ed1ab_0 conda-forge
dm-tree 0.1.8 py310ha8c1f0e_4 conda-forge
docker-pycreds 0.4.0 py_0 conda-forge
double-conversion 3.3.0 h59595ed_0 conda-forge
entrypoints 0.4 pyhd8ed1ab_0 fastchan
exceptiongroup 1.1.3 pyhd8ed1ab_0 fastchan
executing 1.2.0 pyhd8ed1ab_0 fastchan
expat 2.6.2 h59595ed_0 conda-forge
fastai 2.1.10 py_0 fastchan
fastcore 1.5.29 py_0 fastchan
fastprogress 1.0.3 py_0 fastchan
fastrlock 0.8.2 py310hc6cd4ac_2 conda-forge
ffmpeg 6.1.1 gpl_he44c6f3_112 conda-forge
filelock 3.12.4 pyhd8ed1ab_0 fastchan
fiona 1.9.6 py310h033d26a_3 conda-forge
flatbuffers 24.3.25 h59595ed_0 conda-forge
flit-core 3.7.1 pyhd8ed1ab_0 fastchan
fmt 10.2.1 h00ab1b0_0 conda-forge
folium 0.16.0 pyhd8ed1ab_0 conda-forge
font-ttf-dejavu-sans-mono 2.37 hab24e00_0 fastchan
font-ttf-inconsolata 3.000 h77eed37_0 fastchan
font-ttf-source-code-pro 2.038 h77eed37_0 fastchan
font-ttf-ubuntu 0.83 hab24e00_0 fastchan
fontconfig 2.14.2 h14ed4e7_0 conda-forge
fonts-conda-ecosystem 1 0 fastchan
fonts-conda-forge 1 0 fastchan
fonttools 4.42.1 py310h2372a71_0 fastchan
fqdn 1.5.1 pyhd8ed1ab_0 conda-forge
freeglut 3.2.2 hac7e632_2 conda-forge
freetype 2.12.1 h267a509_2 conda-forge
freexl 2.0.0 h743c826_0 conda-forge
fribidi 1.0.10 h36c2ea0_0 fastchan
frozenlist 1.4.0 py310h2372a71_0 fastchan
fsspec 2023.9.0 pyh1a96a4e_0 fastchan
gast 0.5.4 pyhd8ed1ab_0 conda-forge
gdal 3.9.0 py310hb8ea937_5 conda-forge
gensim 4.3.2 py310hcc13569_1 conda-forge
geopandas 0.14.4 pyhd8ed1ab_0 conda-forge
geopandas-base 0.14.4 pyha770c72_0 conda-forge
geos 3.12.1 h59595ed_0 conda-forge
geotiff 1.7.3 h928be8b_0 conda-forge
gettext 0.21.1 h27087fc_0 fastchan
gflags 2.2.2 he1b5a44_1004 fastchan
giflib 5.2.2 hd590300_0 conda-forge
gitdb 4.0.11 pyhd8ed1ab_0 conda-forge
gitpython 3.1.43 pyhd8ed1ab_0 conda-forge
glib 2.80.2 hf974151_0 conda-forge
glib-tools 2.80.2 hb6ce0ca_0 conda-forge
glog 0.7.0 hed5481d_0 conda-forge
gmp 6.3.0 h59595ed_1 conda-forge
gmpy2 2.1.2 py310h3ec546c_1 fastchan
gnutls 3.7.9 hb077bed_0 conda-forge
google-pasta 0.2.0 pyh8c360ce_0 conda-forge
graphite2 1.3.13 h58526e2_1001 fastchan
grpcio 1.62.2 py310h1b8f574_0 conda-forge
gst-plugins-base 1.24.4 h9ad1361_0 conda-forge
gstreamer 1.24.4 haf2f30d_0 conda-forge
gviz-api 1.10.0 pypi_0 pypi
gym 0.26.1 py310hfdc917e_0 conda-forge
gym-notices 0.0.8 pyhd8ed1ab_0 conda-forge
h11 0.14.0 pyhd8ed1ab_0 conda-forge
h2 4.1.0 pyhd8ed1ab_0 conda-forge
h5py 3.11.0 nompi_py310hf054cd7_101 conda-forge
harfbuzz 8.5.0 hfac3d4d_0 conda-forge
hdf4 4.2.15 h2a13503_7 conda-forge
hdf5 1.14.3 nompi_hdf9ad27_104 conda-forge
hpack 4.0.0 pyh9f0ad1d_0 conda-forge
httpcore 1.0.5 pyhd8ed1ab_0 conda-forge
httpx 0.27.0 pyhd8ed1ab_0 conda-forge
huggingface_hub 0.23.2 py_0 huggingface
hupper 1.12.1 pyhd8ed1ab_0 conda-forge
hyperframe 6.0.1 pyhd8ed1ab_0 conda-forge
icu 73.2 h59595ed_0 fastchan
idna 3.4 pyhd8ed1ab_0 fastchan
imagecodecs 2024.6.1 py310h6158a3f_0 conda-forge
imageio 2.25.0 pyh24c5eb1_0 fastchan
imath 3.1.11 hfc55251_0 conda-forge
importlib-metadata 6.8.0 pyha770c72_0 fastchan
importlib_metadata 6.8.0 hd8ed1ab_0 fastchan
importlib_resources 6.1.0 pyhd8ed1ab_0 fastchan
imutils 0.5.4 py310hff52083_4 conda-forge
iniconfig 2.0.0 pyhd8ed1ab_0 conda-forge
ipykernel 6.16.2 pyh210e3f2_0 fastchan
ipython 8.15.0 pyh0d859eb_0 fastchan
ipython_genutils 0.2.0 py_1 fastchan
ipywidgets 8.0.3 pyhd8ed1ab_0 fastchan
isoduration 20.11.0 pyhd8ed1ab_0 conda-forge
jasper 4.2.4 h536e39c_0 conda-forge
jedi 0.19.0 pyhd8ed1ab_0 fastchan
jinja2 3.1.2 pyhd8ed1ab_0 fastchan
joblib 1.3.2 pyhd8ed1ab_0 fastchan
json-c 0.17 h7ab15ed_0 conda-forge
json5 0.9.14 pyhd8ed1ab_0 fastchan
jsonpointer 2.4 py310hff52083_2 fastchan
jsonschema 4.22.0 pyhd8ed1ab_0 conda-forge
jsonschema-specifications 2023.7.1 pyhd8ed1ab_0 fastchan
jsonschema-with-format-nongpl 4.22.0 pyhd8ed1ab_0 conda-forge
jupyter 1.0.0 py310hff52083_7 fastchan
jupyter-lsp 2.2.5 pyhd8ed1ab_0 conda-forge
jupyter_client 7.4.8 pyhd8ed1ab_0 fastchan
jupyter_console 6.4.4 pyhd8ed1ab_0 fastchan
jupyter_core 5.3.1 py310hff52083_0 fastchan
jupyter_events 0.10.0 pyhd8ed1ab_0 conda-forge
jupyter_server 2.14.1 pyhd8ed1ab_0 conda-forge
jupyter_server_terminals 0.5.3 pyhd8ed1ab_0 conda-forge
jupyterlab 4.2.1 pyhd8ed1ab_0 conda-forge
jupyterlab_pygments 0.2.2 pyhd8ed1ab_0 fastchan
jupyterlab_server 2.27.2 pyhd8ed1ab_0 conda-forge
jupyterlab_widgets 3.0.11 pyhd8ed1ab_0 conda-forge
jxrlib 1.1 h7f98852_2 fastchan
kealib 1.5.3 hee9dde6_1 conda-forge
keras 3.1.0 pyhd8ed1ab_0 conda-forge
keyutils 1.6.1 h166bdaf_0 fastchan
kiwisolver 1.4.5 py310hd41b1e2_0 fastchan
krb5 1.21.2 h659d440_0 fastchan
lame 3.100 h7f98852_1001 fastchan
langcodes 3.3.0 pyhd8ed1ab_0 fastchan
lcms2 2.16 hb7c19ff_0 conda-forge
ld_impl_linux-64 2.40 hf3520f5_2 conda-forge
lerc 4.0.0 h27087fc_0 fastchan
libabseil 20240116.2 cxx17_h59595ed_0 conda-forge
libaec 1.1.3 h59595ed_0 conda-forge
libarchive 3.7.4 hfca40fe_0 conda-forge
libarrow 16.1.0 hcb6531f_6_cpu conda-forge
libarrow-acero 16.1.0 hac33072_6_cpu conda-forge
libarrow-dataset 16.1.0 hac33072_6_cpu conda-forge
libarrow-substrait 16.1.0 h7e0c224_6_cpu conda-forge
libasprintf 0.22.5 h661eb56_2 conda-forge
libass 0.17.1 h8fe9dca_1 conda-forge
libavif16 1.0.4 hd2f8ffe_4 conda-forge
libblas 3.9.0 14_linux64_mkl fastchan
libboost-headers 1.85.0 ha770c72_1 conda-forge
libbrotlicommon 1.1.0 hd590300_0 fastchan
libbrotlidec 1.1.0 hd590300_0 fastchan
libbrotlienc 1.1.0 hd590300_0 fastchan
libcap 2.69 h0f662aa_0 conda-forge
libcblas 3.9.0 14_linux64_mkl fastchan
libclang-cpp15 15.0.7 default_h127d8a8_5 conda-forge
libclang-cpp18.1 18.1.6 default_h127d8a8_0 conda-forge
libclang13 18.1.6 default_h5d6823c_0 conda-forge
libcrc32c 1.1.2 h9c3ff4c_0 fastchan
libcublas 12.1.0.26 0 nvidia
libcufft 11.0.2.4 0 nvidia
libcufile 1.9.1.3 0 nvidia
libcups 2.3.3 h4637d8d_4 conda-forge
libcurand 10.3.5.147 0 nvidia
libcurl 8.8.0 hca28451_0 conda-forge
libcusolver 11.4.4.55 0 nvidia
libcusparse 12.0.2.55 0 nvidia
libdeflate 1.20 hd590300_0 conda-forge
libdrm 2.4.120 hd590300_0 conda-forge
libedit 3.1.20191231 he28a2e2_2 conda-forge
libev 4.33 h516909a_1 fastchan
libevent 2.1.12 h3358134_0 fastchan
libexpat 2.6.2 h59595ed_0 conda-forge
libffi 3.4.2 h7f98852_5 conda-forge
libflac 1.4.3 h59595ed_0 fastchan
libgcc-ng 12.1.0 h8d9b700_16 fastchan
libgcrypt 1.10.3 hd590300_0 conda-forge
libgdal 3.9.0 h77540a9_5 conda-forge
libgettextpo 0.22.5 h59595ed_2 conda-forge
libgfortran-ng 13.2.0 h69a702a_0 fastchan
libgfortran5 13.2.0 ha4646dd_0 fastchan
libglib 2.80.2 hf974151_0 conda-forge
libglu 9.0.0 he1b5a44_1001 fastchan
libgoogle-cloud 2.24.0 h2736e30_0 conda-forge
libgoogle-cloud-storage 2.24.0 h3d9a0c8_0 conda-forge
libgpg-error 1.47 h71f35ed_0 fastchan
libgrpc 1.62.2 h15f2491_0 conda-forge
libhwloc 2.10.0 default_h5622ce7_1001 conda-forge
libhwy 1.1.0 h00ab1b0_0 conda-forge
libiconv 1.17 h166bdaf_0 fastchan
libidn2 2.3.4 h166bdaf_0 fastchan
libjpeg-turbo 3.0.0 hd590300_1 conda-forge
libjxl 0.10.2 hcae5a98_0 conda-forge
libkml 1.3.0 h01aab08_1018 conda-forge
liblapack 3.9.0 14_linux64_mkl fastchan
liblapacke 3.9.0 14_linux64_mkl fastchan
libllvm15 15.0.7 hb3ce162_4 conda-forge
libllvm18 18.1.6 hb77312f_0 conda-forge
libnetcdf 4.9.2 nompi_h9612171_113 conda-forge
libnghttp2 1.58.0 h47da74e_1 conda-forge
libnpp 12.0.2.50 0 nvidia
libnsl 2.0.1 hd590300_0 conda-forge
libnvjitlink 12.1.105 0 nvidia
libnvjpeg 12.1.1.14 0 nvidia
libogg 1.3.4 h7f98852_1 fastchan
libopencv 4.9.0 qt6_py310h744f6db_615 conda-forge
libopenvino 2024.1.0 h2da1b83_7 conda-forge
libopenvino-auto-batch-plugin 2024.1.0 hb045406_7 conda-forge
libopenvino-auto-plugin 2024.1.0 hb045406_7 conda-forge
libopenvino-hetero-plugin 2024.1.0 h5c03a75_7 conda-forge
libopenvino-intel-cpu-plugin 2024.1.0 h2da1b83_7 conda-forge
libopenvino-intel-gpu-plugin 2024.1.0 h2da1b83_7 conda-forge
libopenvino-intel-npu-plugin 2024.1.0 he02047a_7 conda-forge
libopenvino-ir-frontend 2024.1.0 h5c03a75_7 conda-forge
libopenvino-onnx-frontend 2024.1.0 h07e8aee_7 conda-forge
libopenvino-paddle-frontend 2024.1.0 h07e8aee_7 conda-forge
libopenvino-pytorch-frontend 2024.1.0 he02047a_7 conda-forge
libopenvino-tensorflow-frontend 2024.1.0 h39126c6_7 conda-forge
libopenvino-tensorflow-lite-frontend 2024.1.0 he02047a_7 conda-forge
libopus 1.3.1 h7f98852_1 fastchan
libparquet 16.1.0 h6a7eafb_6_cpu conda-forge
libpciaccess 0.18 hd590300_0 conda-forge
libpng 1.6.43 h2797004_0 conda-forge
libpq 16.3 ha72fbe1_0 conda-forge
libprotobuf 4.25.3 h08a7969_0 conda-forge
libre2-11 2023.09.01 h5a48ba9_2 conda-forge
librttopo 1.1.0 h8917695_15 conda-forge
libsndfile 1.2.2 hbc2eb40_0 fastchan
libsodium 1.0.18 h36c2ea0_1 fastchan
libspatialindex 1.9.3 he02047a_5 conda-forge
libspatialite 5.1.0 h5539517_6 conda-forge
libsqlite 3.45.3 h2797004_0 conda-forge
libssh2 1.11.0 h0841786_0 conda-forge
libstdcxx-ng 13.2.0 h7e041cc_0 fastchan
libsystemd0 255 h3516f8a_1 conda-forge
libtasn1 4.19.0 h166bdaf_0 fastchan
libthrift 0.19.0 hb90f79a_1 conda-forge
libtiff 4.6.0 h1dd3fc0_3 conda-forge
libunistring 0.9.10 h7f98852_0 fastchan
libutf8proc 2.8.0 h166bdaf_0 fastchan
libuuid 2.38.1 h0b41bf4_0 fastchan
libva 2.21.0 hd590300_0 conda-forge
libvorbis 1.3.7 h9c3ff4c_0 fastchan
libvpx 1.14.0 h59595ed_0 conda-forge
libwebp-base 1.4.0 hd590300_0 conda-forge
libxcb 1.15 h0b41bf4_0 fastchan
libxcrypt 4.4.36 hd590300_1 conda-forge
libxgboost 2.0.3 rapidsai_hc9586f8_2 rapidsai
libxkbcommon 1.7.0 h662e7e4_0 conda-forge
libxml2 2.12.7 hc051c1a_1 conda-forge
libzip 1.10.1 h2629f0a_3 conda-forge
libzlib 1.3.1 h4ab18f5_1 conda-forge
libzopfli 1.0.3 h9c3ff4c_0 fastchan
lightning 2.2.5 pyhd8ed1ab_0 conda-forge
lightning-utilities 0.11.2 pyhd8ed1ab_0 conda-forge
llvm-openmp 15.0.7 h0cdce71_0 conda-forge
locket 1.0.0 pyhd8ed1ab_0 fastchan
lz4 4.3.3 py310h350c4a5_0 conda-forge
lz4-c 1.9.4 hcb278e6_0 fastchan
lzo 2.10 h516909a_1000 fastchan
mapclassify 2.6.1 pyhd8ed1ab_0 conda-forge
markdown 3.6 pyhd8ed1ab_0 conda-forge
markdown-it-py 3.0.0 pyhd8ed1ab_0 fastchan
markupsafe 2.1.3 py310h2372a71_0 fastchan
matplotlib 3.8.0 py310hff52083_0 fastchan
matplotlib-base 3.8.0 py310h62c0568_0 fastchan
matplotlib-inline 0.1.6 pyhd8ed1ab_0 fastchan
mdurl 0.1.0 pyhd8ed1ab_0 fastchan
minizip 4.0.6 h9d307f2_0 conda-forge
mistune 0.8.4 py310h6acc77f_1005 fastchan
mkl 2022.0.1 h8d4b97c_803 fastchan
mkl-devel 2022.0.1 ha770c72_804 fastchan
mkl-include 2022.0.1 h8d4b97c_803 fastchan
ml_dtypes 0.3.2 py310hcc13569_0 conda-forge
mpc 1.3.1 hfe3b2da_0 fastchan
mpfr 4.2.0 hb012696_0 fastchan
mpg123 1.31.3 hcb278e6_0 fastchan
mpmath 1.3.0 pyhd8ed1ab_0 fastchan
msgpack-python 1.0.8 py310h25c7140_0 conda-forge
multidict 6.0.4 py310h1fa729e_0 fastchan
multiprocess 0.70.15 py310h2372a71_0 fastchan
munkres 1.1.4 pyh9f0ad1d_0 fastchan
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