Python 3.8 Libraries for Workbench

This section lists the packages in Python 3.8 Workbench Runtimes that ship with ML Runtimes 2021.12.

Table 1. Packages in Python 3.8.6 Workbench Runtimes - Standard
Library Version
python 3.8.6
pip 21.1.3
backcall 0.2.0
bitarray 2.1.0
certifi 2021.5.30
charset-normalizer 2.0.6
cycler 0.10.0
decorator 4.4.2
idna 3.2
impyla 0.17.0
ipykernel 5.3.4
ipython 7.16.1
ipython-genutils 0.2.0
jedi 0.17.2
jupyter-client 6.1.7
jupyter-core 4.6.3
kerberos 1.3.1
kiwisolver 1.3.1
matplotlib 3.3.4
numpy 1.19.4
parso 0.7.1
pexpect 4.8.0
pickleshare 0.7.5
Pillow 8.4.0
prompt-toolkit 3.0.8
ptyprocess 0.6.0
pure-sasl 0.6.2
py4j 0.10.9.1
Pygments 2.8.1
pyparsing 2.4.7
python-dateutil 2.8.1
pyzmq 19.0.2
requests 2.26.0
six 1.15.0
thrift 0.11.0
thrift-sasl 0.4.3
tornado 6.1
traitlets 4.3.3
urllib3 1.26.6
wcwidth 0.2.5
Table 2. Packages in Python 3.8.6 Workbench Runtimes - Nvidia GPU Edition
Library Version
python 3.8.6
pip 21.1.3
cuda 11.4.1-1
libcudnn8 8.2.2.26-1
backcall 0.2.0
bitarray 2.1.0
certifi 2021.5.30
charset-normalizer 2.0.6
cycler 0.10.0
decorator 4.4.2
idna 3.2
impyla 0.17.0
ipykernel 5.3.4
ipython 7.16.1
ipython-genutils 0.2.0
jedi 0.17.2
jupyter-client 6.1.7
jupyter-core 4.6.3
kerberos 1.3.1
kiwisolver 1.3.1
matplotlib 3.3.4
numpy 1.19.4
parso 0.7.1
pexpect 4.8.0
pickleshare 0.7.5
Pillow 8.4.0
prompt-toolkit 3.0.8
ptyprocess 0.6.0
pure-sasl 0.6.2
py4j 0.10.9.1
Pygments 2.8.1
pyparsing 2.4.7
python-dateutil 2.8.1
pyzmq 19.0.2
requests 2.26.0
six 1.15.0
thrift 0.11.0
thrift-sasl 0.4.3
tornado 6.1
traitlets 4.3.3
urllib3 1.26.6
wcwidth 0.2.5
Table 3. Packages in Python 3.8.6 Workbench Runtimes - RAPIDS
Library Version
python 3.8.6
pip 21.1.3
_libgcc_mutex 0.1
_openmp_mutex 4.5
abseil-cpp 20210324.2
aiohttp 3.8.1
aiosignal 1.2.0
anyio 3.4.0
appdirs 1.4.4
argon2-cffi 21.1.0
arrow-cpp 5.0.0
arrow-cpp-proc 3.0.0
async-timeout 4.0.1
async_generator 1.10
attrs 21.2.0
aws-c-auth 0.6.7
aws-c-cal 0.5.12
aws-c-common 0.6.17
aws-c-compression 0.2.14
aws-c-event-stream 0.2.7
aws-c-http 0.6.10
aws-c-io 0.10.13
aws-c-mqtt 0.7.9
aws-c-s3 0.1.27
aws-c-sdkutils 0.1.1
aws-checksums 0.1.12
aws-crt-cpp 0.17.8
aws-sdk-cpp 1.9.145
backcall 0.2.0
backports 1.0
backports.functools_lru_cache 1.6.4
bleach 4.1.0
blosc 1.21.0
bokeh 2.4.0
boost 1.74.0
boost-cpp 1.74.0
brotli 1.0.9
brotli-bin 1.0.9
brotlipy 0.7.0
brunsli 0.1
bzip2 1.0.8
c-ares 1.18.1
c-blosc2 2.0.4
ca-certificates 2021.10.8
cachetools 4.2.4
cairo 1.16.0
cdsw 1.1.0
certifi 2021.5.30
cffi 1.15.0
cfitsio 3.470
charls 2.2.0
charset-normalizer 2.0.6
click 8.0.3
click-plugins 1.1.1
cligj 0.7.2
cloudpickle 2.0.0
colorama 0.4.4
colorcet 3.0.0
cryptography 36.0.1
cucim 21.12.00
cudatoolkit 11.0.221
cudf 21.12.02
cudf_kafka 21.12.02
cudnn 8.2.1.32
cugraph 21.12.00
cuml 21.12.00
cupy 9.6.0
curl 7.80.0
cusignal 21.12.00
cuspatial 21.12.00
custreamz 21.12.02
cuxfilter 21.12.00
cycler 0.11.0
cyrus-sasl 2.1.27
cytoolz 0.11.2
dask 2021.11.2
dask-core 2021.11.2
dask-cuda 21.12.00
dask-cudf 21.12.02
datashader 0.11.1
datashape 0.5.4
debugpy 1.5.1
decorator 5.1.0
defusedxml 0.7.1
distributed 2021.11.2
dlpack 0.5
entrypoints 0.3
expat 2.4.1
faiss-proc 1.0.0
fastavro 1.4.7
fastrlock 0.8
fiona 1.8.20
font-ttf-dejavu-sans-mono 2.37
font-ttf-inconsolata 3.000
font-ttf-source-code-pro 2.038
font-ttf-ubuntu 0.83
fontconfig 2.13.1
fonts-conda-ecosystem 1
fonts-conda-forge 1
fonttools 4.28.4
freetype 2.10.4
freexl 1.0.6
frozenlist 1.2.0
fsspec 2021.11.1
gdal 3.3.2
geopandas 0.9.0
geopandas-base 0.9.0
geos 3.9.1
geotiff 1.7.0
gettext 0.19.8.1
gflags 2.2.2
giflib 5.2.1
git 2.34.1
glog 0.5.0
gpuci-tools 0.3.1
grpc-cpp 1.41.1
hdf4 4.2.15
hdf5 1.12.1
heapdict 1.0.1
icu 68.2
idna 3.2
imagecodecs 2021.8.26
imageio 2.13.3
importlib-metadata 4.8.3
importlib_metadata 4.8.3
importlib_resources 5.4.0
ipykernel 6.6.0
ipython 7.30.1
ipython_genutils 0.2.0
ipywidgets 7.6.5
jbig 2.1
jedi 0.18.1
jinja2 3.0.3
joblib 1.1.0
jpeg 9d
json-c 0.15
jsonschema 4.3.1
jupyter-server-proxy 3.2.0
jupyter_client 7.1.0
jupyter_core 4.9.1
jupyter_server 1.13.1
jupyterlab_pygments 0.1.2
jupyterlab_widgets 1.0.2
jxrlib 1.1
kealib 1.4.14
kiwisolver 1.3.2
krb5 1.19.2
lcms2 2.12
ld_impl_linux-64 2.36.1
lerc 3.0
libaec 1.0.6
libblas 3.9.0
libbrotlicommon 1.0.9
libbrotlidec 1.0.9
libbrotlienc 1.0.9
libcblas 3.9.0
libcucim 21.12.00
libcudf 21.12.02
libcudf_kafka 21.12.02
libcugraph 21.12.00
libcuml 21.12.00
libcumlprims 21.12.00
libcurl 7.80.0
libcusolver 11.3.2.107
libcuspatial 21.12.00
libdap4 3.20.6
libdeflate 1.8
libedit 3.1.20191231
libev 4.33
libevent 2.1.10
libfaiss 1.7.0
libffi 3.4.2
libgcc-ng 9.4.0
libgcrypt 1.9.4
libgdal 3.3.2
libgfortran-ng 11.2.0
libgfortran5 11.2.0
libglib 2.70.2
libgpg-error 1.42
libgsasl 1.10.0
libhwloc 2.3.0
libiconv 1.16
libkml 1.3.0
liblapack 3.9.0
libllvm11 11.1.0
libnetcdf 4.8.1
libnghttp2 1.43.0
libnsl 2.0.0
libntlm 1.4
libopenblas 0.3.18
libpng 1.6.37
libpq 13.5
libprotobuf 3.18.1
librdkafka 1.6.1
librmm 21.12.00
librttopo 1.1.0
libsodium 1.0.18
libspatialindex 1.9.3
libspatialite 5.0.1
libssh2 1.10.0
libstdcxx-ng 9.4.0
libthrift 0.15.0
libtiff 4.3.0
libutf8proc 2.7.0
libuuid 2.32.1
libuv 1.42.0
libwebp 1.2.1
libwebp-base 1.2.1
libxcb 1.13
libxgboost 1.5.0dev.rapidsai21.12
libxml2 2.9.12
libzip 1.8.0
libzlib 1.2.11
libzopfli 1.0.3
llvm-openmp 12.0.1
llvmlite 0.37.0
locket 0.2.0
lz4-c 1.9.3
mapclassify 2.4.3
markdown 3.3.6
markupsafe 2.0.1
matplotlib-base 3.5.1
matplotlib-inline 0.1.3
mistune 0.8.4
msgpack-python 1.0.3
multidict 5.2.0
multipledispatch 0.6.0
munch 2.5.0
munkres 1.1.4
nbclient 0.5.9
nbconvert 6.3.0
nbformat 5.1.3
nccl 2.11.4.1
ncurses 6.2
nest-asyncio 1.5.4
networkx 2.6.3
nodejs 14.17.4
notebook 6.4.6
nspr 4.32
nss 3.73
numba 0.54.1
numpy 1.20.3
nvtx 0.2.3
olefile 0.46
openjpeg 2.4.0
openssl 1.1.1l
orc 1.7.1
packaging 21.3
pandas 1.3.5
pandoc 2.16.2
pandocfilters 1.5.0
panel 0.12.4
param 1.12.0
parquet-cpp 1.5.1
parso 0.8.3
partd 1.2.0
pcre 8.45
pcre2 10.37
perl 5.32.1
pexpect 4.8.0
pickleshare 0.7.5
pillow 8.4.0
pip 21.3.1
pixman 0.40.0
pooch 1.5.2
poppler 21.09.0
poppler-data 0.4.11
postgresql 13.5
proj 8.1.0
prometheus_client 0.12.0
prompt-toolkit 3.0.24
protobuf 3.18.1
psutil 5.8.0
pthread-stubs 0.4
ptxcompiler 0.2.0
ptyprocess 0.7.0
py-xgboost 1.5.0dev.rapidsai21.12
py4j 0.10.9
pyarrow 5.0.0
pycparser 2.21
pyct 0.4.6
pyct-core 0.4.6
pydeck 0.5.0
pyee 8.1.0
pygments 2.10.0
pynvml 11.4.1
pyopenssl 21.0.0
pyparsing 3.0.6
pyppeteer 0.2.6
pyproj 3.1.0
pyrsistent 0.18.0
pysocks 1.7.1
python 3.8.12
python-confluent-kafka 1.6.0
python-dateutil 2.8.2
python_abi 3.8
pytz 2021.3
pyviz_comms 2.1.0
pywavelets 1.2.0
pyyaml 6.0
pyzmq 22.3.0
rapids 21.12.00
rapids-xgboost 21.12.00
re2 2021.11.01
readline 8.1
requests 2.26.0
rmm 21.12.00
rtree 0.9.7
s2n 1.3.0
scikit-image 0.18.1
scikit-learn 1.0.1
scipy 1.7.3
send2trash 1.8.0
setuptools 59.6.0
shapely 1.8.0
simpervisor 0.4
six 1.16.0
snappy 1.1.8
sniffio 1.2.0
sortedcontainers 2.4.0
spdlog 1.8.5
sqlite 3.37.0
streamz 0.6.3
tblib 1.7.0
terminado 0.12.1
testpath 0.5.0
threadpoolctl 3.0.0
tifffile 2021.11.2
tiledb 2.3.4
tk 8.6.11
toolz 0.11.2
tornado 6.1
tqdm 4.62.3
traitlets 5.1.1
treelite 2.1.0
treelite-runtime 2.1.0
typing-extensions 4.0.1
typing_extensions 4.0.1
tzcode 2021e
tzdata 2021e
ucx 1.11.2+gef2bbcf
ucx-proc 1.0.0
ucx-py 0.23.0
unicodedata2 13.0.0.post2
urllib3 1.26.6
wcwidth 0.2.5
webencodings 0.5.1
websocket-client 1.2.3
websockets 9.1
wheel 0.37.0
widgetsnbextension 3.5.2
xarray 0.20.2
xerces-c 3.2.3
xgboost 1.5.0dev.rapidsai21.12
xorg-kbproto 1.0.7
xorg-libice 1.0.10
xorg-libsm 1.2.3
xorg-libx11 1.7.2
xorg-libxau 1.0.9
xorg-libxdmcp 1.1.3
xorg-libxext 1.3.4
xorg-libxrender 0.9.10
xorg-renderproto 0.11.1
xorg-xextproto 7.3.0
xorg-xproto 7.0.31
xz 5.2.5
yaml 0.2.5
yarl 1.7.2
zeromq 4.3.4
zfp 0.5.5
zict 2.0.0
zipp 3.6.0
zlib 1.2.11
zstd 1.5.0