The PyWhy Causal-learn Discord community is fantastic! The package documentation is equally impressive, making experiential learning both fun and informative. Truly, itβs another exceptional tool for causal discovery at our fingertips! β€οΈ
#causallearn #pywhy #rstats #Python #reticulate https://www.kenkoonwong.com/blog/causal-learn/
Exploring Causal Discovery with Causal-learn and Reticulate in R | Everyday Is A School Day
The PyWhy Causal-learn Discord community is fantastic! The package documentation is equally impressive, making experiential learning both fun and informative. Truly, it's another exceptional tool for causal discovery at our fingertips!
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.
Ken Koon Wong
Victoria Stuart π¨π¦ π³οΈββ§οΈ