Data Science Kitchen Sink

Published

May 2023

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.

Environment Definition

Code
!cat /apps/conda-envs/dsks_2023.05.yml
name: dsks
channels:
  - plotly
  - huggingface
  - fastchan
  - rapidsai
  - pytorch
  - nvidia
  - conda-forge

dependencies:
  # Interactivity
  - jupyter
  - jupyterlab
  - dask
  - dask-jobqueue
  - autopep8
  - tqdm
  - matplotlib
  - plotly
  - wandb
  - tensorboard
  
  # Data Science
  - numpy
  - scipy
  - pandas
  - rapids
  - cupy
  
  # Machine Learning
  - cudatoolkit
  - tensorflow
  - pytorch
  - torchvision
  - torchaudio
  - lightning
  - fastai
  - transformers
  - scikit-learn
  - py-xgboost-gpu
  - gensim

Full Package List

Code
!conda list
# packages in environment at /apps/mambaforge/envs/dsks:
#
# 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                   1.4.0              pyhd8ed1ab_0    conda-forge
aiohttp                   3.8.5           py310h2372a71_0    fastchan
aiosignal                 1.3.1              pyhd8ed1ab_0    fastchan
alsa-lib                  1.2.9                hd590300_0    conda-forge
anyio                     3.7.1              pyhd8ed1ab_0    fastchan
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                     1.2.3              pyhd8ed1ab_0    conda-forge
asttokens                 2.2.1              pyhd8ed1ab_0    fastchan
astunparse                1.6.3              pyhd8ed1ab_0    fastchan
async-lru                 2.0.4              pyhd8ed1ab_0    conda-forge
async-timeout             4.0.2              pyhd8ed1ab_0    fastchan
attr                      2.5.1                h166bdaf_0    fastchan
attrs                     23.1.0             pyh71513ae_0    fastchan
autopep8                  2.0.2              pyhd8ed1ab_0    conda-forge
aws-c-auth                0.6.28               he57a670_2    fastchan
aws-c-cal                 0.5.27               hf85dbcb_0    fastchan
aws-c-common              0.8.20               hd590300_0    fastchan
aws-c-compression         0.2.17               h4b87b72_0    fastchan
aws-c-event-stream        0.3.0                hba2fca9_2    fastchan
aws-c-http                0.7.8                h29e0427_1    fastchan
aws-c-io                  0.13.22              h5116816_0    conda-forge
aws-c-mqtt                0.8.12               hb5295a0_0    conda-forge
aws-c-s3                  0.3.4                ha13a167_1    fastchan
aws-c-sdkutils            0.1.10               h4b87b72_0    fastchan
aws-checksums             0.1.15               h4b87b72_0    conda-forge
aws-crt-cpp               0.20.2               h5e6ac67_7    fastchan
aws-sdk-cpp               1.10.57             h8101662_14    conda-forge
babel                     2.12.1             pyhd8ed1ab_1    conda-forge
backcall                  0.2.0              pyh9f0ad1d_0    fastchan
backoff                   2.2.1              pyhd8ed1ab_0    conda-forge
backports                 1.0                        py_2    fastchan
backports.cached-property 1.0.2              pyhd8ed1ab_0    conda-forge
backports.functools_lru_cache 1.6.5              pyhd8ed1ab_0    fastchan
beautifulsoup4            4.12.2             pyha770c72_0    fastchan
bleach                    5.0.1              pyhd8ed1ab_0    fastchan
blessed                   1.19.1             pyhe4f9e05_2    conda-forge
blinker                   1.6.2              pyhd8ed1ab_0    conda-forge
bokeh                     3.2.1              pyhd8ed1ab_0    conda-forge
brotli                    1.0.9                h166bdaf_7    fastchan
brotli-bin                1.0.9                h166bdaf_7    fastchan
brotlipy                  0.7.0           py310h5764c6d_1004    fastchan
bzip2                     1.0.8                h7f98852_4    fastchan
c-ares                    1.19.1               hd590300_0    fastchan
ca-certificates           2023.7.22            hbcca054_0    conda-forge
cachecontrol              0.12.14            pyhd8ed1ab_0    conda-forge
cachecontrol-with-filecache 0.12.14            pyhd8ed1ab_0    conda-forge
cached-property           1.5.2                hd8ed1ab_1    conda-forge
cached_property           1.5.2              pyha770c72_1    conda-forge
cachetools                5.3.1              pyhd8ed1ab_0    conda-forge
cairo                     1.16.0            hbbf8b49_1016    conda-forge
catalogue                 2.0.9           py310hff52083_0    fastchan
certifi                   2023.7.22          pyhd8ed1ab_0    fastchan
cffi                      1.15.1          py310h255011f_0    fastchan
charset-normalizer        3.2.0              pyhd8ed1ab_0    fastchan
cleo                      2.0.1              pyhd8ed1ab_0    conda-forge
click                     8.1.6           unix_pyh707e725_0    fastchan
cloudpickle               2.2.1              pyhd8ed1ab_0    fastchan
colorama                  0.4.6              pyhd8ed1ab_0    fastchan
confection                0.1.1           py310hfdc917e_0    fastchan
contourpy                 1.1.0           py310hd41b1e2_0    fastchan
crashtest                 0.4.1              pyhd8ed1ab_0    conda-forge
croniter                  1.4.1              pyhd8ed1ab_0    conda-forge
cryptography              41.0.3          py310h75e40e8_0    fastchan
cuda-cudart               11.8.89                       0    nvidia
cuda-cupti                11.8.87                       0    nvidia
cuda-libraries            11.8.0                        0    nvidia
cuda-nvrtc                11.8.89                       0    nvidia
cuda-nvtx                 11.8.86                       0    nvidia
cuda-runtime              11.8.0                        0    nvidia
cuda-version              11.8                 h70ddcb2_2    conda-forge
cudatoolkit               11.8.0              h37601d7_10    fastchan
cudnn                     8.8.0.121            h0800d71_1    conda-forge
cupy                      12.1.0          py310h53f8385_1    conda-forge
cycler                    0.11.0             pyhd8ed1ab_0    fastchan
cymem                     2.0.7           py310hd8f1fbe_0    fastchan
cython-blis               0.7.10          py310h278f3c1_1    fastchan
cytoolz                   0.12.0          py310h5764c6d_0    fastchan
dask                      2023.8.1           pyhd8ed1ab_0    conda-forge
dask-core                 2023.8.1           pyhd8ed1ab_0    conda-forge
dask-jobqueue             0.8.2              pyhd8ed1ab_0    conda-forge
dataclasses               0.8                pyhc8e2a94_3    fastchan
datasets                  2.14.4                     py_0    huggingface
dateutils                 0.6.12                     py_0    conda-forge
dbus                      1.13.6               h5008d03_3    fastchan
debugpy                   1.6.3           py310hd8f1fbe_0    fastchan
decorator                 5.1.1              pyhd8ed1ab_0    fastchan
deepdiff                  6.3.1              pyhd8ed1ab_0    conda-forge
defusedxml                0.7.1              pyhd8ed1ab_0    fastchan
dill                      0.3.7              pyhd8ed1ab_0    fastchan
distlib                   0.3.6              pyhd8ed1ab_0    fastchan
distributed               2023.8.1           pyhd8ed1ab_0    conda-forge
docker-pycreds            0.4.0                      py_0    conda-forge
dulwich                   0.21.5          py310h2372a71_0    conda-forge
entrypoints               0.4                pyhd8ed1ab_0    fastchan
exceptiongroup            1.1.2              pyhd8ed1ab_0    fastchan
executing                 1.2.0              pyhd8ed1ab_0    fastchan
expat                     2.5.0                h27087fc_0    fastchan
fastai                    2.7.12                     py_0    fastchan
fastapi                   0.101.0            pyhd8ed1ab_0    conda-forge
fastcore                  1.5.29                     py_0    fastchan
fastdownload              0.0.7                      py_0    fastchan
fastprogress              1.0.3                      py_0    fastchan
fastrlock                 0.8             py310hd8f1fbe_3    conda-forge
filelock                  3.12.2             pyhd8ed1ab_0    fastchan
flatbuffers               23.5.26              h59595ed_1    conda-forge
flit-core                 3.7.1              pyhd8ed1ab_0    fastchan
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    fastchan
fonts-conda-ecosystem     1                             0    fastchan
fonts-conda-forge         1                             0    fastchan
fonttools                 4.42.0          py310h2372a71_0    fastchan
fqdn                      1.5.1              pyhd8ed1ab_0    conda-forge
freetype                  2.12.1               hca18f0e_0    fastchan
frozenlist                1.4.0           py310h2372a71_0    fastchan
fsspec                    2023.6.0           pyh1a96a4e_0    fastchan
gast                      0.4.0              pyh9f0ad1d_0    conda-forge
gensim                    4.3.1           py310h9b08913_1    conda-forge
gettext                   0.21.1               h27087fc_0    fastchan
gflags                    2.2.2             he1b5a44_1004    fastchan
giflib                    5.2.1                h36c2ea0_2    fastchan
gitdb                     4.0.10             pyhd8ed1ab_0    conda-forge
gitpython                 3.1.32             pyhd8ed1ab_0    conda-forge
glib                      2.76.4               hfc55251_0    fastchan
glib-tools                2.76.4               hfc55251_0    fastchan
glog                      0.6.0                h6f12383_0    fastchan
gmp                       6.2.1                h58526e2_0    fastchan
gmpy2                     2.1.2           py310h3ec546c_1    fastchan
google-auth               2.22.0             pyh1a96a4e_0    conda-forge
google-auth-oauthlib      1.0.0              pyhd8ed1ab_1    conda-forge
google-pasta              0.2.0              pyh8c360ce_0    conda-forge
graphite2                 1.3.13            h58526e2_1001    fastchan
grpcio                    1.54.3          py310heca2aa9_0    conda-forge
gst-plugins-base          1.22.5               hf7dbed1_0    conda-forge
gstreamer                 1.22.5               h98fc4e7_0    conda-forge
h11                       0.14.0             pyhd8ed1ab_0    conda-forge
h5py                      3.9.0           nompi_py310hcca72df_101    conda-forge
harfbuzz                  7.3.0                hdb3a94d_0    fastchan
hdf5                      1.14.1          nompi_h4f84152_100    conda-forge
html5lib                  1.1                pyh9f0ad1d_0    conda-forge
huggingface_hub           0.16.4                     py_0    huggingface
hupper                    1.12               pyhd8ed1ab_0    conda-forge
icu                       72.1                 hcb278e6_0    fastchan
idna                      3.4                pyhd8ed1ab_0    fastchan
importlib-metadata        6.8.0              pyha770c72_0    fastchan
importlib_metadata        6.8.0                hd8ed1ab_0    fastchan
importlib_resources       6.0.1              pyhd8ed1ab_0    fastchan
inquirer                  3.1.3              pyhd8ed1ab_0    conda-forge
ipykernel                 6.16.2             pyh210e3f2_0    fastchan
ipython                   8.14.0             pyh41d4057_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
itsdangerous              2.1.2              pyhd8ed1ab_0    conda-forge
jaraco.classes            3.3.0              pyhd8ed1ab_0    conda-forge
jax                       0.4.14             pyhd8ed1ab_1    conda-forge
jaxlib                    0.4.14          cpu_py310h67d73b5_1    conda-forge
jedi                      0.19.0             pyhd8ed1ab_0    fastchan
jeepney                   0.8.0              pyhd8ed1ab_0    conda-forge
jinja2                    3.1.2              pyhd8ed1ab_0    fastchan
joblib                    1.3.2              pyhd8ed1ab_0    fastchan
json5                     0.9.14             pyhd8ed1ab_0    fastchan
jsonpointer               2.0                        py_0    fastchan
jsonschema                4.19.0             pyhd8ed1ab_0    fastchan
jsonschema-specifications 2023.7.1           pyhd8ed1ab_0    fastchan
jsonschema-with-format-nongpl 4.19.0             pyhd8ed1ab_0    conda-forge
jupyter                   1.0.0           py310hff52083_7    fastchan
jupyter-lsp               2.2.0              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            0.7.0              pyhd8ed1ab_2    conda-forge
jupyter_server            2.7.0              pyhd8ed1ab_0    conda-forge
jupyter_server_terminals  0.4.4              pyhd8ed1ab_1    conda-forge
jupyterlab                4.0.5              pyhd8ed1ab_0    conda-forge
jupyterlab_pygments       0.2.2              pyhd8ed1ab_0    fastchan
jupyterlab_server         2.24.0             pyhd8ed1ab_0    conda-forge
jupyterlab_widgets        3.0.8              pyhd8ed1ab_0    conda-forge
keras                     2.12.0             pyhd8ed1ab_0    conda-forge
keras-preprocessing       1.1.2              pyhd8ed1ab_0    conda-forge
keyring                   23.13.1         py310hff52083_0    conda-forge
keyutils                  1.6.1                h166bdaf_0    fastchan
kiwisolver                1.4.4           py310hbf28c38_0    fastchan
krb5                      1.21.1               h659d440_0    fastchan
lame                      3.100             h7f98852_1001    fastchan
langcodes                 3.3.0              pyhd8ed1ab_0    fastchan
lcms2                     2.15                 haa2dc70_1    fastchan
ld_impl_linux-64          2.40                 h41732ed_0    conda-forge
lerc                      4.0.0                h27087fc_0    fastchan
libabseil                 20230125.3      cxx17_h59595ed_0    fastchan
libaec                    1.0.6                h9c3ff4c_0    fastchan
libarrow                  12.0.1           hc410076_0_cpu    fastchan
libblas                   3.9.0           14_linux64_openblas    fastchan
libbrotlicommon           1.0.9                h166bdaf_7    fastchan
libbrotlidec              1.0.9                h166bdaf_7    fastchan
libbrotlienc              1.0.9                h166bdaf_7    fastchan
libcap                    2.67                 he9d0100_0    fastchan
libcblas                  3.9.0           14_linux64_openblas    fastchan
libclang                  15.0.7          default_had23c3d_0    fastchan
libclang13                15.0.7          default_h3e3d535_0    fastchan
libcrc32c                 1.1.2                h9c3ff4c_0    fastchan
libcublas                 11.11.3.6                     0    nvidia
libcufft                  10.9.0.58                     0    nvidia
libcufile                 1.7.1.12                      0    nvidia
libcups                   2.3.3                h4637d8d_4    conda-forge
libcurand                 10.3.3.129                    0    nvidia
libcurl                   8.2.1                hca28451_0    fastchan
libcusolver               11.4.1.48                     0    nvidia
libcusparse               11.7.5.86                     0    nvidia
libdeflate                1.18                 h0b41bf4_0    fastchan
libedit                   3.1.20191231         he28a2e2_2    conda-forge
libev                     4.33                 h516909a_1    fastchan
libevent                  2.1.12               h3358134_0    fastchan
libexpat                  2.5.0                hcb278e6_1    fastchan
libffi                    3.4.2                h7f98852_5    conda-forge
libflac                   1.4.3                h59595ed_0    fastchan
libgcc-ng                 12.1.0              h8d9b700_16    fastchan
libgcrypt                 1.10.1               h166bdaf_0    fastchan
libgfortran-ng            13.1.0               h69a702a_0    fastchan
libgfortran5              13.1.0               h15d22d2_0    fastchan
libglib                   2.76.4               hebfc3b9_0    fastchan
libgoogle-cloud           2.12.0               hac9eb74_0    fastchan
libgpg-error              1.47                 h71f35ed_0    fastchan
libgrpc                   1.54.3               hb20ce57_0    conda-forge
libhwloc                  2.9.2           nocuda_h7313eea_1008    fastchan
libiconv                  1.17                 h166bdaf_0    fastchan
libjpeg-turbo             2.1.5.1              h0b41bf4_0    fastchan
liblapack                 3.9.0           14_linux64_openblas    fastchan
libllvm15                 15.0.7               h5cf9203_3    conda-forge
libmagma                  2.7.1                hc72dce7_3    conda-forge
libmagma_sparse           2.7.1                hc72dce7_4    conda-forge
libnghttp2                1.52.0               h61bc06f_0    fastchan
libnpp                    11.8.0.86                     0    nvidia
libnsl                    2.0.0                h7f98852_0    conda-forge
libnuma                   2.0.16               h0b41bf4_1    fastchan
libnvjpeg                 11.9.0.86                     0    nvidia
libogg                    1.3.4                h7f98852_1    fastchan
libopenblas               0.3.20          pthreads_h78a6416_1    conda-forge
libopus                   1.3.1                h7f98852_1    fastchan
libpng                    1.6.39               h753d276_0    fastchan
libpq                     15.4                 hfc447b1_0    conda-forge
libprotobuf               3.21.12              h3eb15da_0    fastchan
libsndfile                1.2.0                hb75c966_0    fastchan
libsodium                 1.0.18               h36c2ea0_1    fastchan
libsqlite                 3.42.0               h2797004_0    conda-forge
libssh2                   1.11.0               h0841786_0    fastchan
libstdcxx-ng              13.1.0               hfd8a6a1_0    fastchan
libsystemd0               253                  h8c4010b_1    fastchan
libthrift                 0.18.1               h8fd135c_2    conda-forge
libtiff                   4.5.1                h8b53f26_0    fastchan
libutf8proc               2.8.0                h166bdaf_0    fastchan
libuuid                   2.38.1               h0b41bf4_0    fastchan
libvorbis                 1.3.7                h9c3ff4c_0    fastchan
libwebp-base              1.3.1                hd590300_0    fastchan
libxcb                    1.15                 h0b41bf4_0    fastchan
libxgboost                1.7.6           cuda112h7a395e5_0    conda-forge
libxkbcommon              1.5.0                h5d7e998_3    conda-forge
libxml2                   2.11.5               h0d562d8_0    fastchan
libzlib                   1.2.13               hd590300_5    conda-forge
lightning                 2.0.7              pyhd8ed1ab_0    conda-forge
lightning-cloud           0.5.37             pyhd8ed1ab_0    conda-forge
lightning-utilities       0.9.0              pyhd8ed1ab_0    conda-forge
llvm-openmp               16.0.6               h4dfa4b3_0    conda-forge
locket                    1.0.0              pyhd8ed1ab_0    fastchan
lockfile                  0.12.2                     py_1    conda-forge
lz4                       4.3.2           py310h0cfdcf0_0    conda-forge
lz4-c                     1.9.4                hcb278e6_0    fastchan
magma                     2.7.1                ha770c72_4    conda-forge
markdown                  3.4.4              pyhd8ed1ab_0    conda-forge
markdown-it-py            3.0.0              pyhd8ed1ab_0    fastchan
markupsafe                2.1.3           py310h2372a71_0    fastchan
matplotlib                3.7.2           py310hff52083_0    fastchan
matplotlib-base           3.7.2           py310hf38f957_0    fastchan
matplotlib-inline         0.1.6              pyhd8ed1ab_0    fastchan
mdurl                     0.1.0              pyhd8ed1ab_0    fastchan
mistune                   0.8.4           py310h6acc77f_1005    fastchan
mkl                       2022.2.1         h84fe81f_16997    conda-forge
ml_dtypes                 0.2.0           py310h7cbd5c2_1    conda-forge
more-itertools            10.1.0             pyhd8ed1ab_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            1.0.5           py310hdf3cbec_0    conda-forge
multidict                 6.0.4           py310h1fa729e_0    fastchan
multiprocess              0.70.15         py310h2372a71_0    fastchan
munkres                   1.1.4              pyh9f0ad1d_0    fastchan
murmurhash                1.0.9           py310hd8f1fbe_0    fastchan
mysql-common              8.0.33               hf1915f5_0    fastchan
mysql-libs                8.0.33               hca2cd23_0    fastchan
nbclient                  0.6.6              pyhd8ed1ab_0    fastchan
nbconvert                 6.5.0              pyhd8ed1ab_0    fastchan
nbconvert-core            6.5.0              pyhd8ed1ab_0    fastchan
nbconvert-pandoc          6.5.0              pyhd8ed1ab_0    fastchan
nbformat                  5.9.2              pyhd8ed1ab_0    fastchan
nccl                      2.18.3.1             h12f7317_0    conda-forge
ncurses                   6.4                  hcb278e6_0    conda-forge
nest-asyncio              1.5.6              pyhd8ed1ab_0    fastchan
networkx                  3.1                pyhd8ed1ab_0    fastchan
notebook                  6.4.12             pyha770c72_0    fastchan
notebook-shim             0.2.3              pyhd8ed1ab_0    conda-forge
nspr                      4.35                 h27087fc_0    fastchan
nss                       3.89                 he45b914_0    fastchan
numpy                     1.25.2          py310ha4c1d20_0    fastchan
oauthlib                  3.2.2              pyhd8ed1ab_0    conda-forge
openjpeg                  2.5.0                h7d73246_1    fastchan
openssl                   3.1.2                hd590300_0    conda-forge
opt_einsum                3.3.0              pyhd8ed1ab_1    conda-forge
orc                       1.8.4                h2f23424_0    fastchan
ordered-set               4.1.0              pyhd8ed1ab_0    conda-forge
orjson                    3.9.3           py310h1e2579a_0    conda-forge
overrides                 7.4.0              pyhd8ed1ab_0    conda-forge
packaging                 23.1               pyhd8ed1ab_0    fastchan
pandas                    2.0.3           py310h7cbd5c2_0    fastchan
pandoc                    2.18                 ha770c72_0    fastchan
pandocfilters             1.5.0              pyhd8ed1ab_0    fastchan
parso                     0.8.3              pyhd8ed1ab_0    fastchan
partd                     1.3.0              pyhd8ed1ab_0    fastchan
pastedeploy               3.0.1              pyhd8ed1ab_0    conda-forge
pathtools                 0.1.2                      py_1    conda-forge
pathy                     0.10.2             pyhd8ed1ab_0    fastchan
pcre2                     10.40                hc3806b6_0    fastchan
pexpect                   4.8.0              pyh9f0ad1d_2    fastchan
pickleshare               0.7.5                   py_1003    fastchan
pillow                    10.0.0          py310h582fbeb_0    fastchan
pip                       23.2.1             pyhd8ed1ab_0    conda-forge
pixman                    0.40.0               h36c2ea0_0    fastchan
pkginfo                   1.9.6              pyhd8ed1ab_0    fastchan
pkgutil-resolve-name      1.3.10             pyhd8ed1ab_0    fastchan
plaster                   1.0                        py_0    conda-forge
plaster_pastedeploy       0.7                        py_0    conda-forge
platformdirs              3.5.1              pyhd8ed1ab_0    fastchan
plotly                    5.16.1                     py_0    plotly
ply                       3.11                       py_1    fastchan
poetry                    1.5.1           linux_pyhd8ed1ab_0    conda-forge
poetry-core               1.6.1              pyhd8ed1ab_0    conda-forge
poetry-plugin-export      1.4.0              pyhd8ed1ab_0    conda-forge
pooch                     1.7.0              pyhd8ed1ab_0    fastchan
preshed                   3.0.8           py310hd8f1fbe_0    fastchan
prometheus_client         0.14.1             pyhd8ed1ab_0    fastchan
prompt-toolkit            3.0.39             pyha770c72_0    fastchan
prompt_toolkit            3.0.39               hd8ed1ab_0    fastchan
protobuf                  4.21.12         py310heca2aa9_0    conda-forge
psutil                    5.9.5           py310h1fa729e_0    fastchan
pthread-stubs             0.4               h36c2ea0_1001    fastchan
ptyprocess                0.7.0              pyhd3deb0d_0    fastchan
pulseaudio-client         16.1                 h5195f5e_3    fastchan
pure_eval                 0.2.2              pyhd8ed1ab_0    fastchan
py-xgboost                1.7.6           cuda112py310h898796e_0    conda-forge
py-xgboost-gpu            1.7.6           py310h9840055_0    conda-forge
pyarrow                   12.0.1          py310h0576679_0_cpu    fastchan
pyasn1                    0.4.8                      py_0    conda-forge
pyasn1-modules            0.2.7                      py_0    conda-forge
pycodestyle               2.11.0             pyhd8ed1ab_0    conda-forge
pycparser                 2.21               pyhd8ed1ab_0    fastchan
pydantic                  1.10.12         py310h2372a71_0    fastchan
pygments                  2.16.1             pyhd8ed1ab_0    fastchan
pyjwt                     2.8.0              pyhd8ed1ab_0    conda-forge
pyopenssl                 23.2.0             pyhd8ed1ab_1    fastchan
pyparsing                 3.0.9              pyhd8ed1ab_0    fastchan
pyproject_hooks           1.0.0              pyhd8ed1ab_0    conda-forge
pyqt                      5.15.9          py310h04931ad_4    fastchan
pyqt5-sip                 12.12.2         py310hc6cd4ac_4    fastchan
pyramid                   2.0.1              pyhd8ed1ab_0    conda-forge
pysocks                   1.7.1           py310hff52083_5    fastchan
python                    3.10.8          h4a9ceb5_0_cpython    fastchan
python-build              0.10.0             pyhd8ed1ab_1    conda-forge
python-dateutil           2.8.2              pyhd8ed1ab_0    fastchan
python-editor             1.0.4                      py_0    conda-forge
python-fastjsonschema     2.18.0             pyhd8ed1ab_0    fastchan
python-flatbuffers        23.5.26            pyhd8ed1ab_0    conda-forge
python-installer          0.7.0              pyhd8ed1ab_0    conda-forge
python-json-logger        2.0.7              pyhd8ed1ab_0    conda-forge
python-multipart          0.0.6              pyhd8ed1ab_0    conda-forge
python-tzdata             2023.3             pyhd8ed1ab_0    fastchan
python-xxhash             3.2.0           py310h1fa729e_0    fastchan
python_abi                3.10                    2_cp310    fastchan
pytorch                   2.0.0           cuda112py310he33e0d6_200    conda-forge
pytorch-cuda              11.8                 h7e8668a_5    pytorch
pytorch-lightning         2.0.6              pyhd8ed1ab_0    conda-forge
pytorch-mutex             1.0                        cuda    fastchan
pytz                      2023.3             pyhd8ed1ab_0    fastchan
pyu2f                     0.1.5              pyhd8ed1ab_0    conda-forge
pyyaml                    6.0             py310h5764c6d_4    fastchan
pyzmq                     24.0.1          py310h330234f_0    fastchan
qt-main                   5.15.8              h7fe3ca9_15    conda-forge
qtconsole                 5.3.1              pyhd8ed1ab_0    fastchan
qtconsole-base            5.3.1              pyha770c72_0    fastchan
qtpy                      2.1.0              pyhd8ed1ab_0    fastchan
rapidfuzz                 2.15.1          py310heca2aa9_0    conda-forge
rapids                    0.0.1              pyh9f0ad1d_0    conda-forge
rdma-core                 28.9                 h59595ed_1    fastchan
re2                       2023.03.02           h8c504da_0    fastchan
readchar                  4.0.5              pyhd8ed1ab_0    conda-forge
readline                  8.2                  h8228510_1    conda-forge
referencing               0.30.2             pyhd8ed1ab_0    fastchan
regex                     2023.8.8        py310h2372a71_0    fastchan
requests                  2.31.0             pyhd8ed1ab_0    fastchan
requests-oauthlib         1.3.1              pyhd8ed1ab_0    conda-forge
requests-toolbelt         1.0.0              pyhd8ed1ab_0    fastchan
rfc3339-validator         0.1.4              pyhd8ed1ab_0    conda-forge
rfc3986-validator         0.1.1              pyh9f0ad1d_0    conda-forge
rich                      13.5.1             pyhd8ed1ab_0    fastchan
rocm-smi                  5.6.0                h59595ed_1    fastchan
rpds-py                   0.9.2           py310hcb5633a_0    fastchan
rsa                       4.9                pyhd8ed1ab_0    conda-forge
s2n                       1.3.44               h06160fa_0    fastchan
sacremoses                master                     py_0    huggingface
safetensors               0.3.2           py310hcb5633a_0    fastchan
scikit-learn              1.3.0           py310hf7d194e_0    fastchan
scipy                     1.11.2          py310ha4c1d20_0    fastchan
secretstorage             3.3.3           py310hff52083_1    conda-forge
send2trash                1.8.0              pyhd8ed1ab_0    fastchan
sentry-sdk                1.29.2             pyhd8ed1ab_0    conda-forge
setproctitle              1.3.2           py310h5764c6d_1    conda-forge
setuptools                65.6.3             pyhd8ed1ab_0    fastchan
shellingham               1.5.1              pyhd8ed1ab_0    fastchan
sip                       6.7.11          py310hc6cd4ac_0    fastchan
six                       1.16.0             pyh6c4a22f_0    fastchan
sleef                     3.5.1                h9b69904_2    fastchan
smart_open                5.2.1              pyhd8ed1ab_0    fastchan
smmap                     3.0.5              pyh44b312d_0    conda-forge
snappy                    1.1.10               h9fff704_0    fastchan
sniffio                   1.3.0              pyhd8ed1ab_0    fastchan
sortedcontainers          2.4.0              pyhd8ed1ab_0    conda-forge
soupsieve                 2.3.2.post1        pyhd8ed1ab_0    fastchan
spacy                     3.6.1           py310hfb6f7a9_0    fastchan
spacy-legacy              3.0.12             pyhd8ed1ab_0    fastchan
spacy-loggers             1.0.4              pyhd8ed1ab_0    fastchan
srsly                     2.4.7           py310hc6cd4ac_0    fastchan
stack_data                0.6.2              pyhd8ed1ab_0    fastchan
starlette                 0.27.0             pyhd8ed1ab_0    conda-forge
starsessions              1.3.0              pyhd8ed1ab_0    conda-forge
sympy                     1.12            pypyh9d50eac_103    fastchan
tbb                       2021.10.0            h00ab1b0_0    fastchan
tblib                     1.7.0              pyhd8ed1ab_0    conda-forge
tenacity                  8.2.2              pyhd8ed1ab_0    conda-forge
tensorboard               2.12.3             pyhd8ed1ab_0    conda-forge
tensorboard-data-server   0.7.0           py310h34c0648_0    conda-forge
tensorflow                2.12.1          cuda112py310h457873b_0    conda-forge
tensorflow-base           2.12.1          cuda112py310h622e808_0    conda-forge
tensorflow-estimator      2.12.1          cuda112py310ha5e6de5_0    conda-forge
termcolor                 2.3.0              pyhd8ed1ab_0    conda-forge
terminado                 0.15.0          py310hff52083_0    fastchan
thinc                     8.1.11          py310hfb6f7a9_0    fastchan
threadpoolctl             3.2.0              pyha21a80b_0    fastchan
tinycss2                  1.1.1              pyhd8ed1ab_0    fastchan
tk                        8.6.12               h27826a3_0    conda-forge
tokenizers                0.13.3          py310he1f1126_0    fastchan
toml                      0.10.2             pyhd8ed1ab_0    fastchan
tomli                     2.0.1              pyhd8ed1ab_0    fastchan
tomlkit                   0.12.1             pyha770c72_0    conda-forge
toolz                     0.12.0             pyhd8ed1ab_0    fastchan
torchaudio                2.0.0               py310_cu118    fastchan
torchmetrics              1.0.3              pyhd8ed1ab_0    conda-forge
torchvision               0.15.2          cuda112py310h0801bf5_1    conda-forge
tornado                   6.3.2           py310h2372a71_0    fastchan
tqdm                      4.66.1             pyhd8ed1ab_0    fastchan
traitlets                 5.9.0              pyhd8ed1ab_0    fastchan
transformers              4.31.0             pyhd8ed1ab_0    fastchan
translationstring         1.4                pyh9f0ad1d_0    conda-forge
trove-classifiers         2023.8.7           pyhd8ed1ab_0    conda-forge
typer                     0.9.0              pyhd8ed1ab_0    fastchan
typing                    3.10.0.0           pyhd8ed1ab_0    fastchan
typing-extensions         4.5.0                hd8ed1ab_0    fastchan
typing_extensions         4.5.0              pyha770c72_0    fastchan
typing_utils              0.1.0              pyhd8ed1ab_0    conda-forge
tzdata                    2023c                h71feb2d_0    conda-forge
ucx                       1.14.1               h4a2ce2d_1    fastchan
unicodedata2              15.0.0          py310h5764c6d_0    fastchan
uri-template              1.3.0              pyhd8ed1ab_0    conda-forge
urllib3                   1.26.15            pyhd8ed1ab_0    fastchan
uvicorn                   0.23.2          py310hff52083_0    conda-forge
venusian                  3.0.0                      py_0    conda-forge
virtualenv                20.24.1            pyhd8ed1ab_0    conda-forge
wandb                     0.15.8             pyhd8ed1ab_0    conda-forge
wasabi                    1.1.2           py310hff52083_0    fastchan
wcwidth                   0.2.6              pyhd8ed1ab_0    fastchan
webcolors                 1.13               pyhd8ed1ab_0    conda-forge
webencodings              0.5.1                      py_1    fastchan
webob                     1.8.7              pyhd8ed1ab_0    conda-forge
websocket-client          1.6.1              pyhd8ed1ab_0    conda-forge
websockets                11.0.3          py310h2372a71_0    conda-forge
werkzeug                  2.3.6              pyhd8ed1ab_0    conda-forge
wheel                     0.41.1             pyhd8ed1ab_0    conda-forge
widgetsnbextension        4.0.4              pyhd8ed1ab_0    fastchan
wrapt                     1.15.0          py310h1fa729e_0    conda-forge
xcb-util                  0.4.0                h516909a_0    fastchan
xcb-util-image            0.4.0                h8ee46fc_1    conda-forge
xcb-util-keysyms          0.4.0                h516909a_0    fastchan
xcb-util-renderutil       0.3.9                hd590300_1    conda-forge
xcb-util-wm               0.4.1                h516909a_0    fastchan
xkeyboard-config          2.38                 h0b41bf4_0    fastchan
xorg-kbproto              1.0.7             h7f98852_1002    fastchan
xorg-libice               1.1.1                hd590300_0    fastchan
xorg-libsm                1.2.4                h7391055_0    fastchan
xorg-libx11               1.8.6                h8ee46fc_0    fastchan
xorg-libxau               1.0.11               hd590300_0    fastchan
xorg-libxdmcp             1.1.3                h7f98852_0    fastchan
xorg-libxext              1.3.4                h7f98852_1    fastchan
xorg-libxrender           0.9.11               hd590300_0    fastchan
xorg-renderproto          0.11.1            h7f98852_1002    fastchan
xorg-xextproto            7.3.0             h7f98852_1002    fastchan
xorg-xf86vidmodeproto     2.3.1             h7f98852_1002    conda-forge
xorg-xproto               7.0.31            h7f98852_1007    fastchan
xxhash                    0.8.1                h0b41bf4_0    fastchan
xyzservices               2023.7.0           pyhd8ed1ab_0    conda-forge
xz                        5.2.6                h166bdaf_0    conda-forge
yaml                      0.2.5                h7f98852_2    fastchan
yarl                      1.9.2           py310h2372a71_0    fastchan
zeromq                    4.3.4                h9c3ff4c_1    fastchan
zict                      3.0.0              pyhd8ed1ab_0    conda-forge
zipp                      3.16.2             pyhd8ed1ab_0    fastchan
zlib                      1.2.13               hd590300_5    conda-forge
zope.deprecation          4.4.0                      py_0    conda-forge
zope.interface            6.0             py310h1fa729e_0    conda-forge
zstd                      1.5.2                h8a70e8d_1    fastchan