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Installation

  • [Option 1] To install the latest release from the PyPI:
$ pip install causallift
  • [Option 2] To install the latest pre-release:
$ pip install git+https://github.com/Minyus/causallift.git
  • [Option 3] To install the latest pre-release without need to reinstall even after modifying the source code:
$ git clone https://github.com/Minyus/causallift.git
$ cd pipelinex
$ python setup.py develop

Dependencies:

  • numpy
  • pandas
  • scikit-learn<0.22 (sklearn==0.22 may not work.)
  • easydict
  • kedro>=0.15.0

Optional:

  • matplotlib
  • xgboost
  • scikit-optimize

Optional for visualization of the pipeline:

  • kedro-viz