causal-inference topic

List causal-inference repositories

InvariantCausal.jl

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Causal Inference with Invariant Prediction

causeinfer

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Machine learning based causal inference/uplift in Python

CausalInference.jl

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Causal inference, graphical models and structure learning in Julia

CausalDiscoveryToolbox

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Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.

pgmpy

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Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.

awesome-causality-algorithms

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An index of algorithms for learning causality with data

ggdag

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:arrow_lower_left: :arrow_lower_right: An R package for working with causal directed acyclic graphs (DAGs)

expan

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Open-source Python library for statistical analysis of randomised control trials (A/B tests)

causalnex

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

notes

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