do-calculus

Open-source projects categorized as do-calculus
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Topics: causal-machine-learning treatment-effects causal-inference Data Science Machine Learning
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do-calculu Open-Source Projects

do-calculus

  • dowhy

    DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

    • Project mention: Causality for Machine Learning | news.ycombinator.com | 2023-09-26

    I'm a fan of the Do Why library out of Microsoft. Even as a novice in the field of causal modeling it can get you up and running by estimating the causal graph based on your data. https://github.com/py-why/dowhy

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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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1 dowhy 6,847

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