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py-why
dowhy py-why
951
7.4k
mit
139
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 ...
python3 causality do-calculus data-science causal-models causal-inference graphical-models machine-learning bayesian-networks treatment-effects causal-machine-learning
Created 2018-05-31
1,071 commits to main branch, last one 5 days ago
realrate
Causing realrate
9
57
mit
3
Causing: CAUsal INterpretation using Graphs
dag gnn graphs python pytorch derivatives do-calculus graph-theory causal-networks neural-networks effects-modeling latent-variables causality-analysis mediation-analysis structural-analysis simultaneous-equation automatic-differentiation structural-equation-modeling
Created 2020-05-25
443 commits to develop branch, last one 2 months ago