causeinfer
stable

Contents:

  • standard_algorithms
  • evaluation
  • data
  • utils
  • Contributing to causeinfer
  • Changelog
  • causeinfer 1.0.1 (June 3rd, 2022)
  • causeinfer 1.0.0 (December 28th, 2021)
  • causeinfer 0.1.2 (April 4th, 2021)
  • causeinfer 0.1.0 (Feb 25th, 2021)
causeinfer
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  • Installation
  • Edit on GitHub

https://raw.githubusercontent.com/andrewtavis/causeinfer/main/resources/causeinfer_logo_transparent.png

rtd travis codecov pyversions pypi pypistatus license coc codestyle colab

Machine learning based causal inference/uplift in Python

Installation¶

pip install causeinfer
git clone https://github.com/andrewtavis/causeinfer.git
cd causeinfer
python setup.py install
import causeinfer

Contents:

  • standard_algorithms
    • Base Models
    • Two Model
    • Interaction Term
    • Binary Class Transformation
    • Quaternary Class Transformation
    • Reflective Uplift Transformation
    • Pessimistic Uplift Transformation
  • evaluation
    • Metrics
    • Plots
    • Iteration
  • data
    • Hillstrom Email Marketing
    • Mayo Clinic PBC
    • CMF Microfinance
    • Download Utilities
  • utils
  • Contributing to causeinfer
    • Using the issue tracker
    • Bug reports
    • Feature requests
    • Pull requests
    • License
    • Change log
  • Changelog
  • causeinfer 1.0.1 (June 3rd, 2022)
  • causeinfer 1.0.0 (December 28th, 2021)
  • causeinfer 0.1.2 (April 4th, 2021)
  • causeinfer 0.1.0 (Feb 25th, 2021)

Project Indices¶

  • Index

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© Copyright 2019-2021, causeinfer developers (BSD License). Revision 432f4193.

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