PyWhy

Results 8 repositories owned by PyWhy

EconML

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ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goal...

causal-learn

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Causal Discovery in Python. It also includes (conditional) independence tests and score functions.

dowhy

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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...

causaltune

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AutoML for causal inference.

dodiscover

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[Experimental] Global causal discovery algorithms

pywhy-graphs

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[Experimental] Causal graphs that are networkx-compliant for the py-why ecosystem.

pywhy-llm

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Experimental library integrating LLM capabilities to support causal analyses

pywhy-stats

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Python package for (conditional) independence testing and statistical functions related to causality.