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intel-analytics / analytics-zoo

Distributed Tensorflow, Keras and PyTorch on Apache Spark/Flink & Ray
https://analytics-zoo.readthedocs.io/
Apache License 2.0
11 stars 3 forks source link

image dependencies/libs determination #34

Open helenlly opened 2 years ago

helenlly commented 2 years ago

We plan to merge the test environment of bigdl-2.0 and AZ, and improve some functions, if you have any suggestions, please let me know.

一. zoo jenkins slave nodes details https://github.com/intel-analytics/analytics-zoo/blob/master/docker/jenkins-ci/jenkins-slave/Dockerfile

  1. OS: ubuntu16.04
  2. jdk8
  3. spark 2.1.3 2.2.2 2.3.2 2.4.3 2.4.6 3.1.2
  4. scala 2.11.8,tensorflow 1.15.0
  5. torch torch-rnn
  6. python env py36,py37,py36k216,py37-horovod-pytorch,py37-horovod-tf

二. bigdl dllib jenkins slave nodes details https://github.com/intel-analytics/arda-data/blob/master/docker-images/jenkins-allinone/bigdl/ubuntu-slave/Dockerfile

  1. OS: ubuntu14.04
  2. jdk8 jdk7
  3. spark 2.1.3 2.2.2 2.3.2 2.4.3 2.4.6 3.1.2
  4. scala 2.11.8,tensorflow 1.15.0
  5. MKL2018
  6. torch torch-rnn caffe
  7. python env py36,py37

The following aspects need to be confirmed:

  1. OS update to ubuntu18.04 or ubuntu20.04? openvino requires ubuntu18.04+ https://github.com/intel-analytics/arda-docker/issues/416 2.python package version confirmation listed below are the versions in use

package--py36/py37 absl-py 0.9.0 aiohttp 3.6.2 aiohttp-cors 0.7.0 aioredis 1.3.1 apipkg 1.5 astor 0.7.1 async-timeout 3.0.1 atari-py 0.2.6 attrs 19.3.0 backcall 0.1.0 bayesian-optimization 1.1.0 beautifulsoup4 4.9.1 bigdl-chronos 0.14.0.dev0 bigdl-dllib 0.14.0.dev0 bigdl-orca 0.14.0.dev0 bleach 3.1.4 blessings 1.7 boto3 1.12.39 botocore 1.15.39 cachetools 4.2.1 certifi 2020.4.5.1 cffi 1.14.0 chardet 3.0.4 click 7.1.1 cloudpickle 1.3.0 cmarkgfm 0.4.2 cmdstanpy 0.9.68 colorama 0.4.3 colorful 0.5.4 conda-pack 0.3.1 convertdate 2.3.2 cryptography 2.8 cycler 0.10.0 Cython 0.29.23 dask 2.14.0 decorator 4.4.2 defusedxml 0.6.0 dill 0.3.1.1 distributed 2.14.0 dm-tree 0.1.5 docutils 0.15.2 entrypoints 0.3 ephem 3.7.7.1 execnet 1.7.1 filelock 3.0.12 flatbuffers 1.12 fsspec 2021.9.0 funcsigs 1.0.2 future 0.18.2 gast 0.2.2 google 3.0.0 google-api-core 1.26.0 google-auth 1.27.0 google-auth-oauthlib 0.4.6 google-pasta 0.2.0 googleapis-common-protos 1.51.0 gpustat 0.6.0 graphviz 0.8.4 grpcio 1.35.0 gym 0.17.1 h11 0.9.0 h5py 2.10.0 HeapDict 1.0.1 hijri-converter 2.1.1 hiredis 1.1.0 holidays 0.11.1 httpcore 0.10.1 httpx 0.14.0 idna 2.9 imageio 2.8.0 imageio-ffmpeg 0.4.1 importlib-metadata 1.6.0 ipykernel 5.2.0 ipython 7.13.0 ipython-genutils 0.2.0 ipywidgets 7.5.1 jedi 0.16.0 jeepney 0.4.3 jep 3.9.0 Jinja2 2.11.1 jmespath 0.9.5 joblib 0.14.1 jsonschema 3.2.0 jupyter-client 6.1.2 jupyter-console 6.1.0 jupyter-core 4.6.3 kafka-python 2.0.2 Keras 1.2.2 Keras-Applications 1.0.8 Keras-Preprocessing 1.1.0 keyring 21.1.1 kiwisolver 1.2.0 korean-lunar-calendar 0.2.1 livereload 2.6.1 llvmlite 0.36.0 locket 0.2.1 LunarCalendar 0.0.9 lunr 0.5.6 lz4 3.0.2 Markdown 3.2.1 MarkupSafe 1.1.1 matplotlib 3.2.1 matrixprofile 1.1.10 mistune 0.8.4 mkdocs 1.1 more-itertools 8.2.0 moviepy 1.0.1 msgpack 1.0.0 multidict 4.7.5 mxnet 1.6.0 nbconvert 5.6.1 nbformat 5.0.4 networkx 2.4 nltk 3.4.4 notebook 6.0.3 numba 0.53.1 numpy 1.19.5 nvidia-ml-py3 7.352.0 oauthlib 3.1.1 olefile 0.46 onnx 1.10.1 opencensus 0.7.12 opencensus-context 0.1.2 opencv-python 4.2.0.34 opencv-python-headless 4.3.0.36 opt-einsum 3.3.0 packaging 20.1 pandas 1.2.4 pandocfilters 1.4.2 parso 0.6.2 partd 1.2.0 patsy 0.5.1 pexpect 4.8.0 pickleshare 0.7.5 Pillow 7.1.1 pip 21.3 pkginfo 1.5.0.1 plotly 4.6.0 pluggy 0.13.0 pmdarima 1.8.2 proglog 0.1.9 prometheus-client 0.7.1 promise 2.3 prompt-toolkit 3.0.5 prophet 1.0.1 protobuf 3.12.0 psutil 5.7.0 ptyprocess 0.6.0 py 1.8.1 py-spy 0.3.3 py4j 0.10.7 pyaml 20.4.0 pyarrow 0.17.0 pyasn1 0.4.8 pyasn1-modules 0.2.8 pycocotools 2.0.2 pycparser 2.20 pyDeprecate 0.3.1 pyglet 1.5.0 Pygments 2.6.1 PyMeeus 0.5.11 pyOpenSSL 19.1.0 pyparsing 2.4.7 PyQt5 5.12.3 PyQt5_sip 4.19.18 PyQtWebEngine 5.12.1 pyrsistent 0.16.0 PySocks 1.7.1 pystan 2.19.1.1 pytest 5.4.1 pytest-forked 1.1.2 pytest-xdist 1.31.0 python-dateutil 2.8.1 pytorch-lightning 1.4.8 pytz 2019.3 PyYAML 5.3.1 pyzmq 19.0.0 qtconsole 4.7.2 QtPy 1.9.0 ray 1.2.0 readme-renderer 24.0 redis 3.5.3 requests 2.23.0 requests-oauthlib 1.3.0 requests-toolbelt 0.9.1 retrying 1.3.3 rfc3986 1.4.0 robotframework 3.1.2 rsa 4.7.2 s3transfer 0.3.3 scikit-learn 0.22.2.post1 scikit-optimize 0.8.1 scipy 1.6.3 seaborn 0.10.0 SecretStorage 3.1.2 Send2Trash 1.5.0 setproctitle 1.1.10 setuptools 46.1.3.post20200325 setuptools-git 1.2 six 1.14.0 sniffio 1.1.0 sortedcontainers 2.1.0 soupsieve 2.0.1 statsmodels 0.11.1 stumpy 1.8.0 tabulate 0.8.7 tblib 1.6.0 tensorboard 1.15.0 tensorboard-data-server 0.6.1 tensorboard-plugin-wit 1.8.0 tensorboardX 2.2 tensorflow 1.15.0 tensorflow-datasets 3.2.0 tensorflow-estimator 1.15.1 tensorflow-gan 2.0.0 tensorflow-hub 0.8.0 tensorflow-metadata 0.21.1 tensorflow-probability 0.7.0 termcolor 1.1.0 terminado 0.8.3 test-generator 0.1.2 testpath 0.4.4 Theano 1.0.4 toolz 0.10.0 torch 1.7.1 torchmetrics 0.5.1 torchtext 0.8.0 torchvision 0.8.2 tornado 6.0.4 tqdm 4.45.0 traitlets 4.3.3 tsfresh 0.18.0 twine 3.1.1 typing 3.6.4 typing-extensions 3.7.4.2 ujson 4.0.2 urllib3 1.25.7 wcwidth 0.1.9 webencodings 0.5.1 Werkzeug 0.16.1 wheel 0.34.2 widgetsnbextension 3.5.1 wrapt 1.12.1 xgboost 1.1.1 yarl 1.4.2 zict 2.0.0 zipp 3.1.0

package--py37-horovod-pytorch/py37-horovod-tf absl-py 0.13.0 aiohttp 3.6.2 aiohttp-cors 0.7.0 aioredis 1.3.1 astor 0.8.1 async-timeout 3.0.1 atari-py 0.2.6 attrs 20.1.0 beautifulsoup4 4.9.1 blessings 1.7 cached-property 1.5.2 cachetools 4.2.1 certifi 2020.6.20 cffi 1.14.2 chardet 3.0.4 click 7.1.2 cloudpickle 1.3.0 colorama 0.4.3 colorful 0.5.4 conda-pack 0.3.1 Cython 0.29.24 dm-tree 0.1.5 filelock 3.0.12 future 0.18.2 gast 0.2.2 google 3.0.0 google-api-core 1.26.1 google-auth 1.27.1 google-pasta 0.2.0 googleapis-common-protos 1.53.0 gpustat 0.6.0 grpcio 1.31.0 gym 0.17.2 h5py 3.4.0 hiredis 1.1.0 horovod 0.19.2 idna 2.10 importlib-metadata 1.7.0 iniconfig 1.0.1 joblib 0.16.0 jsonschema 3.2.0 Keras-Applications 1.0.8 Keras-Preprocessing 1.1.2 lz4 3.1.0 Markdown 3.3.4 mkl-fft 1.1.0 mkl-random 1.1.1 mkl-service 2.3.0 mkllibs-test 0.0.2 more-itertools 8.5.0 msgpack 1.0.2 multidict 4.7.6 numpy 1.19.1 nvidia-ml-py3 7.352.0 olefile 0.46 opencensus 0.7.12 opencensus-context 0.1.2 opencv-python 4.4.0.44 opencv-python-headless 4.3.0.36 opt-einsum 3.3.0 packaging 20.4 pandas 1.1.2 patsy 0.5.1 Pillow 7.2.0 pip 21.0.1 pluggy 0.13.1 pmdarima 1.8.2 prometheus-client 0.9.0 protobuf 3.13.0 psutil 5.7.2 py 1.9.0 py-spy 0.3.3 py4j 0.10.9 pyarrow 0.17.0 pyasn1 0.4.8 pyasn1-modules 0.2.8 pycparser 2.20 pyglet 1.5.0 pyparsing 2.4.7 pyrsistent 0.16.0 pytest 6.0.1 python-dateutil 2.8.1 pytz 2020.1 PyYAML 5.3.1 ray 1.2.0 redis 3.5.3 requests 2.25.1 rsa 4.7.2 scikit-learn 0.22 scipy 1.5.2 setproctitle 1.1.10 setuptools 49.6.0.post20200814 six 1.15.0 soupsieve 2.0.1 statsmodels 0.12.2 tabulate 0.8.7 tensorboard 1.15.0 tensorboardX 2.1 tensorflow 1.15.0 tensorflow-estimator 1.15.1 termcolor 1.1.0 tflibs-test 0.0.2 toml 0.10.1 torch 1.4.0 torchvision 0.5.0 typing-extensions 3.7.4.3 urllib3 1.26.3 Werkzeug 2.0.1 wheel 0.35.1 wrapt 1.12.1 yarl 1.5.1 zipp 3.1.0

package--py36k216 absl-py 0.9.0 apipkg 1.5 astor 0.7.1 atomicwrites 1.3.0 attrs 19.3.0 backcall 0.1.0 bleach 3.1.4 blinker 1.4 boto 2.49.0 boto3 1.12.39 botocore 1.15.39 bz2file 0.98 cachetools 3.1.1 certifi 2020.4.5.1 cffi 1.12.3 chardet 3.0.4 click 7.1.1 cmarkgfm 0.4.2 cryptography 2.8 cycler 0.10.0 decorator 4.4.2 defusedxml 0.6.0 docutils 0.15.2 entrypoints 0.3 execnet 1.7.1 future 0.18.2 gast 0.3.3 gensim 3.7.3 google-api-core 1.16.0 google-auth 1.13.1 google-cloud-core 1.3.0 google-cloud-storage 1.27.0 google-resumable-media 0.5.0 googleapis-common-protos 1.51.0 grpcio 1.23.0 h5py 2.8.0 idna 2.8 imageio 2.8.0 importlib-metadata 1.6.0 ipykernel 5.2.0 ipython 7.13.0 ipython-genutils 0.2.0 ipywidgets 7.5.1 jedi 0.16.0 Jinja2 2.11.1 jmespath 0.9.5 jsonschema 3.2.0 jupyter-client 6.1.2 jupyter-console 6.1.0 jupyter-core 4.6.3 Keras 2.1.6 kiwisolver 1.2.0 livereload 2.6.1 Mako 1.1.0 Markdown 3.2.1 MarkupSafe 1.1.1 matplotlib 3.0.3 mistune 0.8.4 mkdocs 1.0.4 more-itertools 8.2.0 moviepy 0.2.3.5 nbconvert 5.6.1 nbformat 5.0.4 nltk 3.2.5 notebook 6.0.3 numpy 1.16.3 oauthlib 3.0.1 olefile 0.46 pandas 0.24.2 pandocfilters 1.4.2 parso 0.6.2 patsy 0.5.1 pexpect 4.8.0 pickleshare 0.7.5 Pillow 7.1.1 pip 20.0.2 pkginfo 1.5.0.1 plotly 3.9.0 pluggy 0.12.0 prometheus-client 0.7.1 prompt-toolkit 3.0.5 protobuf 3.7.1 ptyprocess 0.6.0 py 1.8.1 pyasn1 0.4.8 pyasn1-modules 0.2.7 pycparser 2.20 Pygments 2.6.1 pygpu 0.7.6 PyJWT 1.7.1 pyOpenSSL 19.1.0 pyparsing 2.4.7 pyrsistent 0.16.0 PySocks 1.7.1 pytest 4.5.0 pytest-forked 1.1.2 pytest-xdist 1.28.0 python-crfsuite 0.9.7 python-dateutil 2.8.1 pytz 2019.3 PyYAML 5.1 pyzmq 19.0.0 qtconsole 4.7.2 QtPy 1.9.0 readme-renderer 24.0 requests 2.21.0 requests-oauthlib 1.2.0 requests-toolbelt 0.9.1 retrying 1.3.3 robotframework 3.1.1 rsa 4.0 s3transfer 0.3.3 scikit-learn 0.20.3 scipy 1.2.1 seaborn 0.9.0 Send2Trash 1.5.0 setuptools 41.0.1 six 1.14.0 smart-open 1.11.1 statsmodels 0.11.1 tensorboard 1.10.0 tensorflow 1.10.0 termcolor 1.1.0 terminado 0.8.3 testpath 0.4.4 Theano 1.0.4 tornado 6.0.4 tqdm 4.45.0 traitlets 4.3.3 twine 1.13.0 twython 3.7.0 typing 3.6.4 urllib3 1.24.3 wcwidth 0.1.9 webencodings 0.5.1 Werkzeug 1.0.1 wheel 0.34.2 widgetsnbextension 3.5.1 zipp 3.1.0

helenlly commented 2 years ago

@pinggao187 pls add design and discussions here

pinggao187 commented 2 years ago

jenkins slave dockerfile details 1.update OS to 18.04

  1. Add bigdl env
  2. The package is the same as the current one
pinggao187 commented 2 years ago

We plan to merge the test environment of bigdl-2.0 and AZ, and improve some functions, if you have any suggestions, please let me know.

一. zoo jenkins slave nodes details https://github.com/intel-analytics/analytics-zoo/blob/master/docker/jenkins-ci/jenkins-slave/Dockerfile

  1. OS: ubuntu16.04
  2. jdk8
  3. spark 2.1.3 2.2.2 2.3.2 2.4.3 2.4.6 3.1.2
  4. scala 2.11.8,tensorflow 1.15.0
  5. torch torch-rnn
  6. python env py36,py37,py36k216,py37-horovod-pytorch,py37-horovod-tf

二. bigdl dllib jenkins slave nodes details https://github.com/intel-analytics/arda-data/blob/master/docker-images/jenkins-allinone/bigdl/ubuntu-slave/Dockerfile

  1. OS: ubuntu14.04
  2. jdk8 jdk7
  3. spark 2.1.3 2.2.2 2.3.2 2.4.3 2.4.6 3.1.2
  4. scala 2.11.8,tensorflow 1.15.0
  5. MKL2018
  6. torch torch-rnn caffe
  7. python env py36,py37

The following aspects need to be confirmed:

  1. OS update to ubuntu18.04 or ubuntu20.04? openvino requires ubuntu18.04+ request: Update jenkins docker image os to support orca openvino estimator testcase arda-docker#416 2.python package version confirmation listed below are the versions in use

package--py36/py37 absl-py 0.9.0 aiohttp 3.6.2 aiohttp-cors 0.7.0 aioredis 1.3.1 apipkg 1.5 astor 0.7.1 async-timeout 3.0.1 atari-py 0.2.6 attrs 19.3.0 backcall 0.1.0 bayesian-optimization 1.1.0 beautifulsoup4 4.9.1 bigdl-chronos 0.14.0.dev0 bigdl-dllib 0.14.0.dev0 bigdl-orca 0.14.0.dev0 bleach 3.1.4 blessings 1.7 boto3 1.12.39 botocore 1.15.39 cachetools 4.2.1 certifi 2020.4.5.1 cffi 1.14.0 chardet 3.0.4 click 7.1.1 cloudpickle 1.3.0 cmarkgfm 0.4.2 cmdstanpy 0.9.68 colorama 0.4.3 colorful 0.5.4 conda-pack 0.3.1 convertdate 2.3.2 cryptography 2.8 cycler 0.10.0 Cython 0.29.23 dask 2.14.0 decorator 4.4.2 defusedxml 0.6.0 dill 0.3.1.1 distributed 2.14.0 dm-tree 0.1.5 docutils 0.15.2 entrypoints 0.3 ephem 3.7.7.1 execnet 1.7.1 filelock 3.0.12 flatbuffers 1.12 fsspec 2021.9.0 funcsigs 1.0.2 future 0.18.2 gast 0.2.2 google 3.0.0 google-api-core 1.26.0 google-auth 1.27.0 google-auth-oauthlib 0.4.6 google-pasta 0.2.0 googleapis-common-protos 1.51.0 gpustat 0.6.0 graphviz 0.8.4 grpcio 1.35.0 gym 0.17.1 h11 0.9.0 h5py 2.10.0 HeapDict 1.0.1 hijri-converter 2.1.1 hiredis 1.1.0 holidays 0.11.1 httpcore 0.10.1 httpx 0.14.0 idna 2.9 imageio 2.8.0 imageio-ffmpeg 0.4.1 importlib-metadata 1.6.0 ipykernel 5.2.0 ipython 7.13.0 ipython-genutils 0.2.0 ipywidgets 7.5.1 jedi 0.16.0 jeepney 0.4.3 jep 3.9.0 Jinja2 2.11.1 jmespath 0.9.5 joblib 0.14.1 jsonschema 3.2.0 jupyter-client 6.1.2 jupyter-console 6.1.0 jupyter-core 4.6.3 kafka-python 2.0.2 Keras 1.2.2 Keras-Applications 1.0.8 Keras-Preprocessing 1.1.0 keyring 21.1.1 kiwisolver 1.2.0 korean-lunar-calendar 0.2.1 livereload 2.6.1 llvmlite 0.36.0 locket 0.2.1 LunarCalendar 0.0.9 lunr 0.5.6 lz4 3.0.2 Markdown 3.2.1 MarkupSafe 1.1.1 matplotlib 3.2.1 matrixprofile 1.1.10 mistune 0.8.4 mkdocs 1.1 more-itertools 8.2.0 moviepy 1.0.1 msgpack 1.0.0 multidict 4.7.5 mxnet 1.6.0 nbconvert 5.6.1 nbformat 5.0.4 networkx 2.4 nltk 3.4.4 notebook 6.0.3 numba 0.53.1 numpy 1.19.5 nvidia-ml-py3 7.352.0 oauthlib 3.1.1 olefile 0.46 onnx 1.10.1 opencensus 0.7.12 opencensus-context 0.1.2 opencv-python 4.2.0.34 opencv-python-headless 4.3.0.36 opt-einsum 3.3.0 packaging 20.1 pandas 1.2.4 pandocfilters 1.4.2 parso 0.6.2 partd 1.2.0 patsy 0.5.1 pexpect 4.8.0 pickleshare 0.7.5 Pillow 7.1.1 pip 21.3 pkginfo 1.5.0.1 plotly 4.6.0 pluggy 0.13.0 pmdarima 1.8.2 proglog 0.1.9 prometheus-client 0.7.1 promise 2.3 prompt-toolkit 3.0.5 prophet 1.0.1 protobuf 3.12.0 psutil 5.7.0 ptyprocess 0.6.0 py 1.8.1 py-spy 0.3.3 py4j 0.10.7 pyaml 20.4.0 pyarrow 0.17.0 pyasn1 0.4.8 pyasn1-modules 0.2.8 pycocotools 2.0.2 pycparser 2.20 pyDeprecate 0.3.1 pyglet 1.5.0 Pygments 2.6.1 PyMeeus 0.5.11 pyOpenSSL 19.1.0 pyparsing 2.4.7 PyQt5 5.12.3 PyQt5_sip 4.19.18 PyQtWebEngine 5.12.1 pyrsistent 0.16.0 PySocks 1.7.1 pystan 2.19.1.1 pytest 5.4.1 pytest-forked 1.1.2 pytest-xdist 1.31.0 python-dateutil 2.8.1 pytorch-lightning 1.4.8 pytz 2019.3 PyYAML 5.3.1 pyzmq 19.0.0 qtconsole 4.7.2 QtPy 1.9.0 ray 1.2.0 readme-renderer 24.0 redis 3.5.3 requests 2.23.0 requests-oauthlib 1.3.0 requests-toolbelt 0.9.1 retrying 1.3.3 rfc3986 1.4.0 robotframework 3.1.2 rsa 4.7.2 s3transfer 0.3.3 scikit-learn 0.22.2.post1 scikit-optimize 0.8.1 scipy 1.6.3 seaborn 0.10.0 SecretStorage 3.1.2 Send2Trash 1.5.0 setproctitle 1.1.10 setuptools 46.1.3.post20200325 setuptools-git 1.2 six 1.14.0 sniffio 1.1.0 sortedcontainers 2.1.0 soupsieve 2.0.1 statsmodels 0.11.1 stumpy 1.8.0 tabulate 0.8.7 tblib 1.6.0 tensorboard 1.15.0 tensorboard-data-server 0.6.1 tensorboard-plugin-wit 1.8.0 tensorboardX 2.2 tensorflow 1.15.0 tensorflow-datasets 3.2.0 tensorflow-estimator 1.15.1 tensorflow-gan 2.0.0 tensorflow-hub 0.8.0 tensorflow-metadata 0.21.1 tensorflow-probability 0.7.0 termcolor 1.1.0 terminado 0.8.3 test-generator 0.1.2 testpath 0.4.4 Theano 1.0.4 toolz 0.10.0 torch 1.7.1 torchmetrics 0.5.1 torchtext 0.8.0 torchvision 0.8.2 tornado 6.0.4 tqdm 4.45.0 traitlets 4.3.3 tsfresh 0.18.0 twine 3.1.1 typing 3.6.4 typing-extensions 3.7.4.2 ujson 4.0.2 urllib3 1.25.7 wcwidth 0.1.9 webencodings 0.5.1 Werkzeug 0.16.1 wheel 0.34.2 widgetsnbextension 3.5.1 wrapt 1.12.1 xgboost 1.1.1 yarl 1.4.2 zict 2.0.0 zipp 3.1.0

package--py37-horovod-pytorch absl-py 0.13.0 aiohttp 3.6.2 aiohttp-cors 0.7.0 aioredis 1.3.1 astor 0.8.1 async-timeout 3.0.1 atari-py 0.2.6 attrs 20.1.0 beautifulsoup4 4.9.1 blessings 1.7 cached-property 1.5.2 cachetools 4.2.1 certifi 2020.6.20 cffi 1.14.2 chardet 3.0.4 click 7.1.2 cloudpickle 1.3.0 colorama 0.4.3 colorful 0.5.4 conda-pack 0.3.1 Cython 0.29.24 dm-tree 0.1.5 filelock 3.0.12 future 0.18.2 gast 0.2.2 google 3.0.0 google-api-core 1.26.1 google-auth 1.27.1 google-pasta 0.2.0 googleapis-common-protos 1.53.0 gpustat 0.6.0 grpcio 1.31.0 gym 0.17.2 h5py 3.4.0 hiredis 1.1.0 horovod 0.19.2 idna 2.10 importlib-metadata 1.7.0 iniconfig 1.0.1 joblib 0.16.0 jsonschema 3.2.0 Keras-Applications 1.0.8 Keras-Preprocessing 1.1.2 lz4 3.1.0 Markdown 3.3.4 mkl-fft 1.1.0 mkl-random 1.1.1 mkl-service 2.3.0 mkllibs-test 0.0.2 more-itertools 8.5.0 msgpack 1.0.2 multidict 4.7.6 numpy 1.19.1 nvidia-ml-py3 7.352.0 olefile 0.46 opencensus 0.7.12 opencensus-context 0.1.2 opencv-python 4.4.0.44 opencv-python-headless 4.3.0.36 opt-einsum 3.3.0 packaging 20.4 pandas 1.1.2 patsy 0.5.1 Pillow 7.2.0 pip 21.0.1 pluggy 0.13.1 pmdarima 1.8.2 prometheus-client 0.9.0 protobuf 3.13.0 psutil 5.7.2 py 1.9.0 py-spy 0.3.3 py4j 0.10.9 pyarrow 0.17.0 pyasn1 0.4.8 pyasn1-modules 0.2.8 pycparser 2.20 pyglet 1.5.0 pyparsing 2.4.7 pyrsistent 0.16.0 pytest 6.0.1 python-dateutil 2.8.1 pytz 2020.1 PyYAML 5.3.1 ray 1.2.0 redis 3.5.3 requests 2.25.1 rsa 4.7.2 scikit-learn 0.22 scipy 1.5.2 setproctitle 1.1.10 setuptools 49.6.0.post20200814 six 1.15.0 soupsieve 2.0.1 statsmodels 0.12.2 tabulate 0.8.7 tensorboard 1.15.0 tensorboardX 2.1 tensorflow 1.15.0 tensorflow-estimator 1.15.1 termcolor 1.1.0 tflibs-test 0.0.2 toml 0.10.1 torch 1.4.0 torchvision 0.5.0 typing-extensions 3.7.4.3 urllib3 1.26.3 Werkzeug 2.0.1 wheel 0.35.1 wrapt 1.12.1 yarl 1.5.1 zipp 3.1.0

package--py36k216 absl-py 0.9.0 apipkg 1.5 astor 0.7.1 atomicwrites 1.3.0 attrs 19.3.0 backcall 0.1.0 bleach 3.1.4 blinker 1.4 boto 2.49.0 boto3 1.12.39 botocore 1.15.39 bz2file 0.98 cachetools 3.1.1 certifi 2020.4.5.1 cffi 1.12.3 chardet 3.0.4 click 7.1.1 cmarkgfm 0.4.2 cryptography 2.8 cycler 0.10.0 decorator 4.4.2 defusedxml 0.6.0 docutils 0.15.2 entrypoints 0.3 execnet 1.7.1 future 0.18.2 gast 0.3.3 gensim 3.7.3 google-api-core 1.16.0 google-auth 1.13.1 google-cloud-core 1.3.0 google-cloud-storage 1.27.0 google-resumable-media 0.5.0 googleapis-common-protos 1.51.0 grpcio 1.23.0 h5py 2.8.0 idna 2.8 imageio 2.8.0 importlib-metadata 1.6.0 ipykernel 5.2.0 ipython 7.13.0 ipython-genutils 0.2.0 ipywidgets 7.5.1 jedi 0.16.0 Jinja2 2.11.1 jmespath 0.9.5 jsonschema 3.2.0 jupyter-client 6.1.2 jupyter-console 6.1.0 jupyter-core 4.6.3 Keras 2.1.6 kiwisolver 1.2.0 livereload 2.6.1 Mako 1.1.0 Markdown 3.2.1 MarkupSafe 1.1.1 matplotlib 3.0.3 mistune 0.8.4 mkdocs 1.0.4 more-itertools 8.2.0 moviepy 0.2.3.5 nbconvert 5.6.1 nbformat 5.0.4 nltk 3.2.5 notebook 6.0.3 numpy 1.16.3 oauthlib 3.0.1 olefile 0.46 pandas 0.24.2 pandocfilters 1.4.2 parso 0.6.2 patsy 0.5.1 pexpect 4.8.0 pickleshare 0.7.5 Pillow 7.1.1 pip 20.0.2 pkginfo 1.5.0.1 plotly 3.9.0 pluggy 0.12.0 prometheus-client 0.7.1 prompt-toolkit 3.0.5 protobuf 3.7.1 ptyprocess 0.6.0 py 1.8.1 pyasn1 0.4.8 pyasn1-modules 0.2.7 pycparser 2.20 Pygments 2.6.1 pygpu 0.7.6 PyJWT 1.7.1 pyOpenSSL 19.1.0 pyparsing 2.4.7 pyrsistent 0.16.0 PySocks 1.7.1 pytest 4.5.0 pytest-forked 1.1.2 pytest-xdist 1.28.0 python-crfsuite 0.9.7 python-dateutil 2.8.1 pytz 2019.3 PyYAML 5.1 pyzmq 19.0.0 qtconsole 4.7.2 QtPy 1.9.0 readme-renderer 24.0 requests 2.21.0 requests-oauthlib 1.2.0 requests-toolbelt 0.9.1 retrying 1.3.3 robotframework 3.1.1 rsa 4.0 s3transfer 0.3.3 scikit-learn 0.20.3 scipy 1.2.1 seaborn 0.9.0 Send2Trash 1.5.0 setuptools 41.0.1 six 1.14.0 smart-open 1.11.1 statsmodels 0.11.1 tensorboard 1.10.0 tensorflow 1.10.0 termcolor 1.1.0 terminado 0.8.3 testpath 0.4.4 Theano 1.0.4 tornado 6.0.4 tqdm 4.45.0 traitlets 4.3.3 twine 1.13.0 twython 3.7.0 typing 3.6.4 urllib3 1.24.3 wcwidth 0.1.9 webencodings 0.5.1 Werkzeug 1.0.1 wheel 0.34.2 widgetsnbextension 3.5.1 zipp 3.1.0

package--py37-horovod-tf absl-py==0.10.0 aiohttp==3.6.2 aiohttp-cors==0.7.0 aioredis==1.3.1 argon2-cffi==20.1.0 astor==0.8.1 astunparse==1.6.3 async-generator==1.10 async-timeout==3.0.1 atari-py==0.2.6 attrs==20.1.0 backcall==0.2.0 beautifulsoup4==4.9.1 bleach==3.3.0 blessings==1.7 cachetools==4.1.1 certifi==2020.6.20 cffi==1.14.2 chardet==3.0.4 click==7.1.2 cloudpickle==1.6.0 colorama==0.4.3 colorful==0.5.4 conda-pack==0.3.1 contextvars==2.4 cycler==0.10.0 Cython==0.29.24 decorator==4.4.2 defusedxml==0.7.1 dm-tree==0.1.5 entrypoints==0.3 filelock==3.0.12 future==0.18.2 gast==0.3.3 google==3.0.0 google-api-core==1.26.1 google-auth==1.27.1 google-auth-oauthlib==0.4.1 google-pasta==0.2.0 googleapis-common-protos==1.53.0 gpustat==0.6.0 grpcio==1.31.0 gym==0.18.0 h5py==2.10.0 hiredis==1.1.0 horovod==0.19.2 idna==2.10 immutables==0.15 importlib-metadata==1.7.0 iniconfig==1.0.1 ipykernel==5.5.0 ipython==7.21.0 ipython-genutils==0.2.0 ipywidgets==7.6.3 jedi==0.18.0 Jinja2==2.11.3 joblib==1.0.1 jsonschema==3.2.0 jupyter==1.0.0 jupyter-client==6.1.11 jupyter-console==6.2.0 jupyter-core==4.7.1 jupyterlab-pygments==0.1.2 jupyterlab-widgets==1.0.0 Keras-Applications==1.0.8 Keras-Preprocessing==1.1.2 kiwisolver==1.3.1 lz4==3.1.3 Markdown==3.2.2 MarkupSafe==1.1.1 matplotlib==3.3.4 mistune==0.8.4 mkllibs-test==0.0.2 more-itertools==8.5.0 msgpack==1.0.2 multidict==4.7.6 nbclient==0.5.3 nbconvert==6.0.7 nbformat==5.1.2 nest-asyncio==1.5.1 notebook==6.2.0 numpy==1.18.5 nvidia-ml-py3==7.352.0 oauthlib==3.1.0 opencensus==0.7.12 opencensus-context==0.1.2 opencv-python==4.5.1.48 opencv-python-headless==4.3.0.36 opt-einsum==3.3.0 packaging==20.4 pandas==1.2.3 pandocfilters==1.4.3 parso==0.8.1 patsy==0.5.1 pexpect==4.8.0 pickleshare==0.7.5 Pillow==7.2.0 pluggy==0.13.1 pmdarima==1.8.2 prometheus-client==0.9.0 prompt-toolkit==3.0.16 protobuf==3.13.0 psutil==5.7.2 ptyprocess==0.7.0 py==1.9.0 py-spy==0.3.3 py4j==0.10.7 pyarrow==0.17.0 pyasn1==0.4.8 pyasn1-modules==0.2.8 pycparser==2.20 pyglet==1.5.0 Pygments==2.8.1 pyparsing==2.4.7 pyrsistent==0.16.0 pytest==6.0.1 python-dateutil==2.8.1 pytz==2021.1 PyYAML==5.3.1 pyzmq==22.0.3 qtconsole==5.0.2 QtPy==1.9.0 ray==1.2.0 redis==3.5.3 requests==2.24.0 requests-oauthlib==1.3.0 rsa==4.6 scikit-learn==0.24.2 scipy==1.4.1 Send2Trash==1.5.0 setproctitle==1.1.10 six==1.15.0 soupsieve==2.0.1 statsmodels==0.12.2 tabulate==0.8.9 tensorboard==2.6.0 tensorboard-data-server==0.6.1 tensorboard-plugin-wit==1.7.0 tensorboardX==2.1 tensorflow==2.3.0 tensorflow-estimator==2.3.0 termcolor==1.1.0 terminado==0.9.2 testpath==0.4.4 tflibs-test==0.0.2 threadpoolctl==2.2.0 toml==0.10.1 torch==1.6.0 tornado==6.1 traitlets==5.0.5 typing-extensions==3.7.4.3 urllib3==1.25.10 wcwidth==0.2.5 webencodings==0.5.1 Werkzeug==1.0.1 widgetsnbextension==3.5.1 wrapt==1.12.1 yarl==1.5.1 zipp==3.1.0

package--colabtf1 absl-py==0.14.1 aiohttp==3.6.2 aiohttp-cors==0.7.0 aioredis==1.3.1 alabaster==0.7.12 apipkg==1.5 astor==0.7.1 astunparse==1.6.3 async-timeout==3.0.1 atari-py==0.2.6 attrs==19.3.0 Babel==2.9.0 backcall==0.1.0 bayesian-optimization==1.1.0 beautifulsoup4==4.9.3 BigDL==0.13.0 bleach==3.1.4 blessings==1.7 boto3==1.12.39 botocore==1.15.39 cached-property==1.5.2 cachetools==4.2.1 certifi==2020.4.5.1 cffi==1.14.0 chardet==3.0.4 clang==5.0 click==7.1.1 cloudpickle==1.3.0 cmarkgfm==0.4.2 cmdstanpy==0.9.68 colorama==0.4.3 colorful==0.5.4 conda-pack==0.3.1 contextvars==2.4 convertdate==2.3.2 cryptography==2.8 cycler==0.10.0 Cython==0.29.23 dask==2.14.0 dataclasses==0.8 decorator==4.4.2 defusedxml==0.6.0 dill==0.3.1.1 distributed==2.14.0 dm-tree==0.1.5 docutils==0.15.2 entrypoints==0.3 ephem==3.7.7.1 execnet==1.7.1 filelock==3.0.12 flatbuffers==1.12 fsspec==2021.9.0 funcsigs==1.0.2 future==0.18.2 gast==0.2.2 google==3.0.0 google-api-core==1.26.1 google-auth==1.27.1 google-auth-oauthlib==0.4.6 google-pasta==0.2.0 googleapis-common-protos==1.51.0 gpustat==0.6.0 graphviz==0.8.4 grpcio==1.41.0 gym==0.17.1 h11==0.11.0 h5py==3.1.0 HeapDict==1.0.1 hijri-converter==2.1.1 hiredis==1.1.0 holidays==0.11.1 httpcore==0.12.2 httpx==0.16.1 idna==2.9 idna-ssl==1.1.0 imageio==2.8.0 imageio-ffmpeg==0.4.1 imagesize==1.2.0 immutables==0.14 importlib-metadata==1.6.0 intel-openmp==2020.0.133 ipykernel==5.2.0 ipython==7.13.0 ipython-genutils==0.2.0 ipywidgets==7.5.1 jedi==0.16.0 jeepney==0.4.3 jep==3.9.0 Jinja2==2.11.1 jmespath==0.9.5 joblib==0.14.1 jsonschema==3.2.0 jupyter-client==6.1.2 jupyter-console==6.1.0 jupyter-core==4.6.3 kafka-python==2.0.2 keras==2.6.0 Keras-Applications==1.0.8 Keras-Preprocessing==1.1.2 keyring==21.1.1 kiwisolver==1.2.0 korean-lunar-calendar==0.2.1 livereload==2.6.1 llvmlite==0.36.0 locket==0.2.1 LunarCalendar==0.0.9 lunr==0.5.6 lz4==3.0.2 Markdown==3.2.1 MarkupSafe==1.1.1 matplotlib==3.2.1 matrixprofile==1.1.10 mistune==0.8.4 mkdocs==0.16.3 mkllibs-test==0.0.2 more-itertools==8.2.0 moviepy==1.0.1 msgpack==1.0.0 multidict==4.7.5 mxnet==1.6.0 nbconvert==5.6.1 nbformat==5.0.4 networkx==2.4 nltk==3.4.4 notebook==6.0.3 numba==0.53.1 numpy==1.19.5 nvidia-ml-py3==7.352.0 oauthlib==3.1.1 olefile==0.46 onnx==1.6.0 opencensus==0.7.12 opencensus-context==0.1.2 opencv-python==4.4.0.46 opencv-python-headless==4.3.0.36 opt-einsum==3.3.0 packaging==20.1 pandas==1.1.0 pandocfilters==1.4.2 parso==0.6.2 partd==1.2.0 patsy==0.5.1 pexpect==4.8.0 pickleshare==0.7.5 Pillow==7.1.1 pkginfo==1.5.0.1 plotly==4.6.0 pluggy==0.12.0 pmdarima==1.8.2 proglog==0.1.9 prometheus-client==0.7.1 promise==2.3 prompt-toolkit==3.0.5 prophet==1.0.1 protobuf==3.12.0 psutil==5.7.0 ptyprocess==0.6.0 py==1.8.1 py-spy==0.3.3 py4j==0.10.7 pyarrow==0.17.0 pyasn1==0.4.8 pyasn1-modules==0.2.8 pycocotools==2.0.2 pycparser==2.20 pyDeprecate==0.3.1 pyglet==1.5.0 Pygments==2.6.1 PyMeeus==0.5.11 pyOpenSSL==19.1.0 pyparsing==2.4.7 PyQt5==5.12.3 PyQt5_sip==4.19.18 PyQtWebEngine==5.12.1 pyrsistent==0.16.0 PySocks==1.7.1 pyspark==2.4.6 pystan==2.19.1.1 pytest==5.4.1 pytest-forked==1.1.2 pytest-xdist==1.31.0 python-dateutil==2.8.1 pytorch-lightning==1.4.8 pytz==2019.3 PyYAML==5.3.1 pyzmq==19.0.0 qtconsole==4.7.2 QtPy==1.9.0 ray==1.2.0 readme-renderer==24.0 redis==3.5.3 requests==2.23.0 requests-oauthlib==1.3.0 requests-toolbelt==0.9.1 retrying==1.3.3 rfc3986==1.4.0 robotframework==3.1.2 rsa==4.7.2 s3transfer==0.3.3 scikit-learn==0.22.2.post1 scipy==1.5.4 seaborn==0.10.0 SecretStorage==3.1.2 Send2Trash==1.5.0 setproctitle==1.1.10 setuptools-git==1.2 six==1.15.0 sniffio==1.2.0 snowballstemmer==2.0.0 sortedcontainers==2.1.0 soupsieve==2.0.1 Sphinx==1.8.3 sphinxcontrib-serializinghtml==1.1.4 sphinxcontrib-websupport==1.2.4 statsmodels==0.11.1 stumpy==1.8.0 tabulate==0.8.7 tblib==1.6.0 tensorboard==1.15.0 tensorboard-data-server==0.6.1 tensorboard-plugin-wit==1.8.0 tensorboardX==2.1 tensorflow==1.15.0 tensorflow-datasets==2.1.0 tensorflow-estimator==1.15.1 tensorflow-gan==2.0.0 tensorflow-hub==0.8.0 tensorflow-metadata==0.21.1 tensorflow-probability==0.7.0 termcolor==1.1.0 terminado==0.8.3 test-generator==0.1.2 testpath==0.4.4 tflibs-test==0.0.2 Theano==1.0.4 toolz==0.10.0 torch==1.7.1 torchmetrics==0.5.1 torchtext==0.8.0 torchvision==0.8.2 tornado==6.0.4 tqdm==4.45.0 traitlets==4.3.3 tsfresh==0.18.0 twine==3.1.1 typing==3.6.4 typing-extensions==3.7.4.2 ujson==4.0.2 urllib3==1.25.7 wcwidth==0.1.9 webencodings==0.5.1 Werkzeug==0.16.1 widgetsnbextension==3.5.1 wrapt==1.12.1 xgboost==1.3.0 yarl==1.4.2 zict==2.0.0 zipp==3.1.0

package--colabtf2 absl-py==0.12.0 aiohttp==3.7.0 aiohttp-cors==0.7.0 aioredis==1.1.0 alabaster==0.7.12 apipkg==1.5 astor==0.7.1 astunparse==1.6.3 async-timeout==3.0.1 atari-py==0.2.6 attrs==19.3.0 Babel==2.8.0 backcall==0.1.0 bayesian-optimization==1.1.0 beautifulsoup4==4.9.0 bigdl-math==0.14.0b20211101 bigdl-tf==0.14.0b20211101 bleach==3.1.4 blessings==1.7 boto3==1.12.39 botocore==1.15.39 cached-property==1.5.2 cachetools==4.2.0 certifi==2020.4.5.1 cffi==1.14.0 chardet==3.0.4 clang==5.0 click==7.1.1 cloudpickle==1.3.0 cmarkgfm==0.4.2 cmdstanpy==0.9.68 colorama==0.4.3 colorful==0.5.4 conda-pack==0.3.1 contextvars==2.4 convertdate==2.3.2 cryptography==2.8 cycler==0.10.0 Cython==0.29.23 dask==2.14.0 dataclasses==0.8 decorator==4.4.2 defusedxml==0.6.0 dill==0.3.1.1 distributed==2.14.0 dm-tree==0.1.4 docutils==0.15.2 entrypoints==0.3 ephem==3.7.7.1 execnet==1.7.1 filelock==3.0.12 flatbuffers==1.12 fsspec==2021.9.0 funcsigs==1.0.2 future==0.18.2 gast==0.4.0 google==2.0.3 google-api-core==1.26.1 google-auth==1.24.0 google-auth-oauthlib==0.4.2 google-pasta==0.2.0 googleapis-common-protos==1.51.0 gpustat==0.6.0 graphviz==0.8.4 grpcio==1.41.0 gym==0.17.1 h11==0.9.0 h5py==3.1.0 HeapDict==1.0.1 hijri-converter==2.1.1 hiredis==1.1.0 holidays==0.11.1 httpcore==0.10.1 httpx==0.14.1 idna==2.9 idna-ssl==1.1.0 imageio==2.8.0 imageio-ffmpeg==0.4.1 imagesize==1.2.0 immutables==0.14 importlib-metadata==1.6.0 ipykernel==5.2.0 ipython==7.13.0 ipython-genutils==0.2.0 ipywidgets==7.5.1 jedi==0.16.0 jeepney==0.4.3 jep==3.9.0 Jinja2==2.11.1 jmespath==0.9.5 joblib==0.14.1 jsonschema==3.2.0 jupyter-client==6.1.2 jupyter-console==6.1.0 jupyter-core==4.6.3 kafka-python==2.0.2 keras==2.6.0 Keras-Applications==1.0.8 Keras-Preprocessing==1.1.2 keyring==21.1.1 kiwisolver==1.2.0 korean-lunar-calendar==0.2.1 livereload==2.6.1 llvmlite==0.36.0 locket==0.2.1 LunarCalendar==0.0.9 lunr==0.5.6 lz4==3.0.2 Markdown==3.2.1 MarkupSafe==1.1.1 matplotlib==3.2.1 matrixprofile==1.1.10 mistune==0.8.4 mkdocs==0.16.3 mkllibs-test==0.0.2 more-itertools==8.2.0 moviepy==1.0.1 msgpack==1.0.0 multidict==4.7.5 mxnet==1.6.0 nbconvert==5.6.1 nbformat==5.0.4 networkx==2.4 nltk==3.4.4 notebook==6.0.3 numba==0.53.1 numpy==1.19.5 nvidia-ml-py3==7.352.0 oauthlib==3.1.0 olefile==0.46 onnx==1.10.1 onnxruntime==1.8.1 opencensus==0.7.12 opencensus-context==0.1.2 opencv-python==4.2.0.34 opencv-python-headless==4.2.0.34 opt-einsum==3.3.0 packaging==20.1 pandas==1.1.5 pandocfilters==1.4.2 parso==0.6.2 partd==1.2.0 patsy==0.5.1 pexpect==4.8.0 pickleshare==0.7.5 Pillow==7.1.1 pkginfo==1.5.0.1 plotly==4.6.0 pluggy==0.12.0 pmdarima==1.8.2 proglog==0.1.9 prometheus-client==0.7.1 promise==2.3 prompt-toolkit==3.0.5 prophet==1.0.1 protobuf==3.12.0 psutil==5.7.0 ptyprocess==0.6.0 py==1.8.1 py-spy==0.3.3 py4j==0.10.7 pyarrow==0.17.0 pyasn1==0.4.8 pyasn1-modules==0.2.8 pycocotools==2.0.2 pycparser==2.20 pyDeprecate==0.3.1 pyglet==1.5.0 Pygments==2.6.1 PyMeeus==0.5.11 pyOpenSSL==19.1.0 pyparsing==2.4.7 PyQt5==5.12.3 PyQt5_sip==4.19.18 PyQtWebEngine==5.12.1 pyrsistent==0.16.0 PySocks==1.7.1 pyspark==2.4.6 pystan==2.19.1.1 pytest==5.4.1 pytest-forked==1.1.2 pytest-xdist==1.31.0 python-dateutil==2.8.1 pytorch-lightning==1.4.8 pytz==2019.3 PyYAML==5.3.1 pyzmq==19.0.0 qtconsole==4.7.2 QtPy==1.9.0 ray==1.2.0 readme-renderer==24.0 redis==3.5.3 requests==2.23.0 requests-oauthlib==1.3.0 requests-toolbelt==0.9.1 retrying==1.3.3 rfc3986==1.4.0 robotframework==3.1.2 rsa==4.7 s3transfer==0.3.3 scikit-learn==0.22.2.post1 scipy==1.5.4 seaborn==0.10.0 SecretStorage==3.1.2 Send2Trash==1.5.0 setproctitle==1.1.10 setuptools-git==1.2 six==1.15.0 sniffio==1.1.0 snowballstemmer==2.0.0 sortedcontainers==2.1.0 soupsieve==2.0 Sphinx==1.8.3 sphinxcontrib-websupport==1.2.1 statsmodels==0.11.1 stumpy==1.8.0 tabulate==0.8.7 tblib==1.6.0 tensorboard==2.6.0 tensorboard-data-server==0.6.1 tensorboard-plugin-wit==1.7.0 tensorboardX==2.0 tensorflow==2.6.0 tensorflow-datasets==2.1.0 tensorflow-estimator==2.6.0 tensorflow-gan==2.0.0 tensorflow-hub==0.8.0 tensorflow-metadata==0.21.1 tensorflow-probability==0.7.0 termcolor==1.1.0 terminado==0.8.3 test-generator==0.1.2 testpath==0.4.4 tflibs-test==0.0.2 Theano==1.0.4 toolz==0.10.0 torch==1.7.1 torchmetrics==0.5.1 torchtext==0.8.0 torchvision==0.8.2 tornado==6.0.4 tqdm==4.45.0 traitlets==4.3.3 tsfresh==0.18.0 twine==3.1.1 typing==3.6.4 typing-extensions==3.7.4.2 ujson==4.0.2 urllib3==1.25.7 wcwidth==0.1.9 webencodings==0.5.1 Werkzeug==0.16.1 widgetsnbextension==3.5.1 wrapt==1.12.1 xgboost==1.1.1 yarl==1.4.2 zict==2.0.0 zipp==3.1.0

package--colab-pytorch absl-py==0.11.0 aiohttp==3.6.2 aiohttp-cors==0.7.0 aioredis==1.3.1 apipkg==1.5 async-timeout==3.0.1 atari-py==0.2.6 attrs==19.3.0 backcall==0.2.0 bayesian-optimization==1.1.0 beautifulsoup4==4.9.0 BigDL==0.13.0 bigdl-math==0.14.0b20211102 bigdl-tf==0.14.0b20211102 bleach==3.1.5 blessings==1.7 boto3==1.12.39 botocore==1.15.39 brotlipy==0.7.0 cachetools==4.2.1 certifi==2021.5.30 chardet==3.0.4 click==7.1.2 cloudpickle==1.3.0 cmarkgfm==0.4.2 cmdstanpy==0.9.68 colorama==0.4.3 colorful==0.5.4 conda-pack==0.3.1 convertdate==2.3.2 cryptography==2.9.2 cycler==0.10.0 Cython==0.29.23 dask==2.14.0 decorator==4.4.2 defusedxml==0.6.0 dill==0.3.1.1 distributed==2.14.0 dm-tree==0.1.4 docutils==0.15.2 entrypoints==0.3 ephem==3.7.7.1 execnet==1.7.1 featuretools==0.13.4 filelock==3.0.12 flatbuffers==1.12 fsspec==2021.9.0 funcsigs==1.0.2 future==0.18.2 google==2.0.3 google-api-core==1.26.1 google-auth==1.27.1 google-auth-oauthlib==0.4.6 googleapis-common-protos==1.51.0 gpustat==0.6.0 graphviz==0.8.4 grpcio==1.36.1 gym==0.17.1 HeapDict==1.0.1 hijri-converter==2.1.1 hiredis==1.1.0 holidays==0.11.1 imageio-ffmpeg==0.4.1 importlib-resources==4.0.0 intel-openmp==2020.0.133 ipython-genutils==0.2.0 ipywidgets==7.5.1 jeepney==0.4.3 jep==3.9.0 Jinja2==2.11.2 joblib==1.0.1 jupyter-console==6.1.0 jupyter-core==4.6.3 kafka-python==2.0.2 Keras==1.2.2 kiwisolver==1.3.1 korean-lunar-calendar==0.2.1 llvmlite==0.36.0 locket==0.2.1 LunarCalendar==0.0.9 lunr==0.5.6 lz4==3.0.2 matplotlib==3.3.3 matrixprofile==1.1.10 mkdocs==1.1 mkllibs-test==0.0.2 more-itertools==8.4.0 msgpack==1.0.0 multidict==4.7.5 mxnet==1.6.0 nbformat==5.0.7 networkx==2.4 nltk==3.4.4 notebook==6.0.3 numba==0.53.1 numpy==1.19.1 nvidia-ml-py3==7.352.0 oauthlib==3.1.1 onnx==1.6.0 opencensus==0.7.12 opencensus-context==0.1.2 opencv-python==4.2.0.34 opencv-python-headless==4.3.0.36 packaging==20.4 pandas==1.1.0 pandocfilters==1.4.2 parso==0.7.0 partd==1.2.0 patsy==0.5.1 Pillow==7.2.0 pkginfo==1.5.0.1 plotly==4.6.0 pluggy==0.13.1 pmdarima==1.8.2 prometheus-client==0.8.0 promise==2.3 prompt-toolkit==3.0.5 prophet==1.0.1 protobuf==3.12.0 psutil==5.7.0 ptyprocess==0.6.0 py-spy==0.3.3 py4j==0.10.7 pyarrow==0.16.0 pyasn1==0.4.8 pyasn1-modules==0.2.8 pyDeprecate==0.3.1 pyglet==1.5.0 Pygments==2.6.1 PyMeeus==0.5.11 pyparsing==2.4.7 pyrsistent==0.16.0 pyspark==2.4.6 pystan==2.19.1.1 pytest==5.4.1 pytest-xdist==1.31.0 python-dateutil==2.8.1 pytorch-lightning==1.4.8 pytz==2020.1 PyYAML==5.3.1 pyzmq==19.0.1 QtPy==1.9.0 ray==1.2.0 readme-renderer==24.0 redis==3.5.3 requests==2.23.0 requests-oauthlib==1.3.0 requests-toolbelt==0.9.1 retrying==1.3.3 robotframework==3.1.2 rsa==4.7.2 scikit-learn==0.24.2 scipy==1.6.1 Send2Trash==1.5.0 setproctitle==1.1.10 setuptools-git==1.2 sip==4.19.23 six==1.15.0 sortedcontainers==2.1.0 soupsieve==2.0 statsmodels==0.12.2 stumpy==1.8.0 tabulate==0.8.7 tblib==1.6.0 tensorboard==2.6.0 tensorboard-data-server==0.6.1 tensorboard-plugin-wit==1.8.0 tensorboardX==2.2 tensorflow-datasets==3.2.0 tensorflow-gan==2.0.0 tensorflow-hub==0.8.0 tensorflow-metadata==0.21.1 tensorflow-probability==0.7.0 termcolor==1.1.0 terminado==0.8.3 test-generator==0.1.2 testpath==0.4.4 tflibs-test==0.0.2 Theano==1.0.4 threadpoolctl==2.1.0 toolz==0.10.0 torch==1.7.1 torchmetrics==0.5.1 torchtext==0.8.0 torchvision==0.8.2 tornado==6.0.4 traitlets==4.3.3 tsfresh==0.18.0 twine==3.1.1 typing==3.6.4 typing-extensions==3.7.4.2 ujson==4.0.2 urllib3==1.25.9 webencodings==0.5.1 Werkzeug==1.0.1 widgetsnbextension==3.5.1 wrapt==1.12.1 xgboost==1.3.3 yarl==1.4.2 zict==2.0.0 zipp==3.1.0