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chansonz/ml_dev_env

By chansonz

•Updated about 7 years ago

machine learning with sklearn, statsmodels ,xgboost, lightgbm jupyter and so on.

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chansonz/ml_dev_env repository overview

⁠v1.4(20190802):

Added:

  • catboost-0.16.1

Updated:

  • featuretools-0.9.1
  • graphviz-0.11.1
  • imbalanced-learn-0.5.0
  • jupyter (1.0.0)
  • jupyter-nbextensions-configurator (0.4.1)
  • lightgbm (2.2.3)
  • lime-0.1.1.36
  • matplotlib-3.1.1
  • minepy-1.2.4
  • missingno-0.4.2
  • numpy-1.17.0
  • openpyxl-2.6.2
  • pandas-0.25.0
  • scikit-image-0.15.0
  • scikit-learn-0.21.3
  • scipy-1.3.0
  • shap-0.29.3
  • seaborn (0.9.0)
  • statsmodels-0.10.1
  • xgboost-0.90
  • catboost-0.16.1

Dependence:

  • PyWavelets-1.0.3
  • certifi-2019.6.16
  • cloudpickle-1.2.1
  • dask-2.2.0
  • decorator-4.4.0
  • defusedxml-0.6.0
  • distributed-2.2.0
  • imageio-2.5.0
  • ipykernel-5.1.1
  • ipython-7.7.0
  • ipywidgets-7.5.1
  • jdcal-1.4.1
  • jedi-0.14.1
  • jsonschema-3.0.2
  • jupyter-client-5.3.1
  • jupyter-core-4.5.0
  • kiwisolver-1.1.0
  • lxml-4.4.0
  • nbconvert-5.5.0
  • networkx-2.3
  • notebook-6.0.0
  • parso-0.5.1
  • pexpect-4.7.0
  • pillow-6.1.0
  • pip-19.2.1
  • prometheus-client-0.7.1
  • psutil-5.6.3
  • pygments-2.4.2
  • pyparsing-2.4.2
  • pyrsistent-0.15.4
  • python-dotenv-0.10.3
  • pytz-2019.2
  • pyyaml-5.1.2
  • pyzmq-18.0.2
  • qtconsole-4.5.2
  • setuptools-41.0.1
  • six-1.12.0
  • tblib-1.4.0
  • terminado-0.8.2
  • toolz-0.10.0
  • tornado-6.0.3
  • tqdm-4.32.2
  • virtualenv-16.7.2
  • virtualenv-clone-0.5.3
  • widgetsnbextension-3.5.1
  • yapf-0.28.0
  • zict-1.0.0

⁠----------------------------------------------------

⁠v1.3(20190308): installed packages

  • featuretools (0.6.1)
  • graphviz (0.10.1)
  • imbalanced-learn (0.4.3)
  • jupyter (1.0.0)
  • jupyter-nbextensions-configurator (0.4.1)
  • lightgbm (2.2.3)
  • lime (0.1.1.32)
  • matplotlib (3.0.3)
  • minepy (1.2.3)
  • missingno (0.4.1)
  • numpy (1.16.2)
  • openpyxl (2.6.1)
  • pandas (0.24.1)
  • pipenv (2018.11.26)
  • scikit-image (0.14.2)
  • scikit-learn (0.20.3)
  • scipy (1.2.1)
  • seaborn (0.9.0)
  • shap (0.28.5)
  • statsmodels (0.9.0)
  • xgboost (0.82)

Tag summary

Content type

Image

Digest

Size

1.5 GB

Last updated

about 7 years ago

docker pull chansonz/ml_dev_env:v1.4