causal-networks topic

List causal-networks repositories

causalnex

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

bnlearn

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Python library for learning the graphical structure of Bayesian networks, parameter learning, inference and sampling methods.

shapFlex

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An R package for computing asymmetric Shapley values to assess causality in any trained machine learning model

looper

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A resource list for causality in statistics, data science and physics

overview_causal_inference

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A Brief Overview of Causal Inference (xaringan presentation)

drug2ways

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A Python package for drug discovery by analyzing causal paths on multiscale networks

Causing

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Causing: CAUsal INterpretation using Graphs