Causal-learn: Causal Discovery in Python
https://arxiv.org/abs/2307.16405

* Causal discovery aims at revealing causal relations f. observational data, a fundamental task in science & engineering
* causal-learn: open-source fully developed in Python library for causal discovery

Visualization: PyDot >> GraphViz
https://github.com/search?q=repo%3Apy-why%2Fcausal-learn+pydot&type=code
https://pypi.org/project/pydot
https://www.graphviz.org

#causality #Python #PyDot #CausalLearn #ConditionalIndependence, #ndependence #MachineLearning #GraphViz #ML

Causal-learn: Causal Discovery in Python

Causal discovery aims at revealing causal relations from observational data, which is a fundamental task in science and engineering. We describe $\textit{causal-learn}$, an open-source Python library for causal discovery. This library focuses on bringing a comprehensive collection of causal discovery methods to both practitioners and researchers. It provides easy-to-use APIs for non-specialists, modular building blocks for developers, detailed documentation for learners, and comprehensive methods for all. Different from previous packages in R or Java, $\textit{causal-learn}$ is fully developed in Python, which could be more in tune with the recent preference shift in programming languages within related communities. The library is available at https://github.com/py-why/causal-learn.

arXiv.org
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