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Projects in Awesome Lists tagged with causal-discovery

A curated list of projects in awesome lists tagged with causal-discovery .

https://github.com/pgmpy/pgmpy

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

bayesian-networks causal-discovery causal-identification causal-inference inference python simulations structure-learning

Last synced: 06 Jan 2025

https://github.com/py-why/causal-learn

Causal Discovery in Python. It also includes (conditional) independence tests and score functions.

causal causal-discovery causal-inference causal-representation-learning causality confounder graph hidden-causal independence-tests python statistics structure tetrad time-series

Last synced: 08 Jan 2025

https://github.com/fentechsolutions/causaldiscoverytoolbox

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

algorithm causal-discovery causal-inference causal-models causality graph graph-structure-recovery inference machine-learning python toolbox

Last synced: 03 Jan 2025

https://github.com/FenTechSolutions/CausalDiscoveryToolbox

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

algorithm causal-discovery causal-inference causal-models causality graph graph-structure-recovery inference machine-learning python toolbox

Last synced: 30 Oct 2024

https://github.com/aknvictor/culingam

CULiNGAM accelerates LiNGAM analysis on GPUs.

causal-discovery cuda lingam

Last synced: 01 Nov 2024

https://github.com/fritzbayer/causal-discovery-research-papers

A curated list of causal structure learning research papers with implementations.

bayesian-network bayesian-networks causal-discovery causal-inference causality dag structure-learning

Last synced: 17 Nov 2024

https://github.com/vahidzee/ocdaf

Ordered Causal Discovery (two-staged causal structure discovery with Deep Learning)

causal-discovery causal-ordering causality pytorch-lightning

Last synced: 26 Dec 2024

https://github.com/luka-kovacevic/causalregnet

Python package for SCM-based simulation of gene perturbation data and benchmarking of causal structure learning algorithms.

benchmarking causal-discovery causal-machine-learning simulation

Last synced: 21 Dec 2024

https://github.com/letiziaia/notesoncausality

Personal notes about causal inference

causal-discovery causal-inference causal-models causality

Last synced: 16 Dec 2024