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