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causalnex
Python

causalnex

A Python library that helps data scientists to infer causation rather than observing correlation.

by mckinsey · GitHub
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bayesian-inferencebayesian-networkscausal-inferencePython
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Analyze data to find cause-and-effect relationships instead of just patterns.

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2 4732 472
2026-07-072026-08-31
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📄 About

A Python library that helps data scientists to infer causation rather than observing correlation.

causalnex has 2.5k stars on GitHub. It has been forked 289 times. causalnex is written mainly in Python. It has been in active development since 2019. Its main topics are bayesian-inference, bayesian-networks, causal-inference, causal-models.

Frequently asked questions

What is causalnex?

A Python library that helps data scientists to infer causation rather than observing correlation.

Is causalnex open source?

causalnex is an open-source project.

Is causalnex free?

Yes. causalnex is free and open source — you can use, modify and self-host it.

What language is causalnex written in?

causalnex is written mainly in Python.

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