counterfactual

Open-source projects categorized as counterfactual
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Topics: Machine Learning Benchmark Econometrics uplift explanations
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Top 3 counterfactual Open-Source Projects

counterfactual

  • alibi

    Algorithms for explaining machine learning models

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  • causallift

    CausalLift: Python package for causality-based Uplift Modeling in real-world business

  • CARLA

    CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms (by carla-recourse)

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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counterfactual related posts

  • Alibi: Open-source Python lib for ML model inspection and interpretation

    1 project | news.ycombinator.com | 2 Jun 2023

  • Best alternatives to 'shap' package?

    2 projects | /r/datascience | 7 Jun 2021

Index

What are some of the best open-source counterfactual projects? This list will help you:

Project Stars
1 alibi 2,320
2 causallift 333
3 CARLA 271

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