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causality-algorithms

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rguo12 /awesome-causality-algorithms

An index of algorithms for learning causality with data

awesome learning-to-rank recommender-system causality causality-analysis causal-inference multilabel-classification baselines causality-algorithms unconfoundedness-assumption

UpdatedJan 22, 2025

DataCanvasIO /YLearn

YLearn, a pun of "learn why", is a python package for causal inference

causality causality-analysis causal-inference causal-models uplift-modeling uplift causality-algorithms causal-discovery policy-learning

UpdatedJun 28, 2025
Python

msuzen /looper

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

data-science machine-learning statistics physics statistical-mechanics statistical-inference bayesian-inference causality causation causality-analysis causal-inference statistical-physics causal causal-models meta-learning causal-networks causal-impact causality-algorithms causal-discovery causal-machine-learning

UpdatedOct 28, 2025

IntelLabs /causality-lab

Causal discovery algorithms and tools for implementing new ones

transformers explainable-ai causality-algorithms causal-discovery causal-reasoning constraint-based-causality

UpdatedJul 10, 2025
Jupyter Notebook

deepcausality-rs /deep_causality

Hyper-geometric computational causality for Rust

rust rust-lang causality causality-analysis causality-algorithms causality-test

UpdatedNov 24, 2025
Rust

justcause

inovex /justcause

💊 Comparing causality methods in a fair and just way.

python causality-analysis causality-algorithms

UpdatedMar 23, 2020
Jupyter Notebook

rguo12 /network-deconfounder-wsdm20

Code for the WSDM '20 paper, Learning Individual Causal Effects from Networked Observational Data.

causal-inference treatment-effects graph-convolutional-networks graph-neural-networks causality-algorithms causal-machine-learning

UpdatedJul 8, 2021
Python

santikka /causaleffect

causaleffect: R package for identifying causal effects.

r graphs identification igraph causal-inference causal-models identifiability directed-acyclic-graph causality-algorithms

UpdatedSep 19, 2025
TeX

ssbin0914 /Causal-Mode-Multiplexer

Official PyTorch Implementation for "Causal Mode Multiplexer: A Novel Framework for Unbiased Multispectral Pedestrian Detection" in CVPR 2024

causality causal-inference pedestrian-detection causality-algorithms causal-machine-learning multispectral-pedestrian-detection multimodal-object-detection cvpr2024 rgbt-pedestrian-detection

UpdatedJul 1, 2024
Python

gmgeorg /pypsps

Predictive State Propensity Subclassification (PSPS): A causal deep learning algoritm in TensorFlow keras

deep-learning tensorflow keras statistical-inference neural-networks representation-learning predictive-modeling causality causal-inference multitask-learning causality-algorithms causal-machine-learning propensity-modelling propensity-score-matching causal-le

UpdatedJul 26, 2025
Jupyter Notebook

ruteee /DetectionCausalRelationshipsTimeSeries

Code for paper "A method for detecting causal relationships between industrial alarm variables using Transfer entropy and K2-Algorithm"

time-series paper methodology bayesian bayes transfer-entropy study-case causality-algorithms k2-algorithm structural-learning tennesse-eastman-process causal-relationships

UpdatedAug 3, 2022
Jupyter Notebook

Scriddie /Varsortability

Implementations of var-sortability, sortnregress, and chain-orientation as presented in the article "Beware of the Simulated DAG":https://arxiv.org/abs/2102.13647.

causality-algorithms causal-discovery causal-machine-learning

UpdatedNov 2, 2023
Python

microsoft /ML4C

[SDM'23] ML4C: Seeing Causality Through Latent Vicinity

graph supervised-learning discrete causality structure-learning causal causality-algorithms causal-discovery supervised-causal-learning

UpdatedNov 9, 2022
Python

adriaan-vd-graaf /genome_integration

MR-link and genome integration. genome_integration is a repository for the analysis of genomic data. Specifically, the repository implements the causal inference method MR-link, as well as other Mendelian randomization methods.

gene-expression causal-inference pleiotropy mendelian-randomization mendelianrandomization causality-algorithms causal-phenotypes simulate-phenotypes causal-gene-expression

UpdatedJul 8, 2022
Python

santikka /cfid

cfid: R package for identifying counterfactuals.

causal-inference causal-models identifiability directed-acyclic-graph counterfactual causality-algorithms counterfactuals

UpdatedNov 21, 2025
R

AllanJe /multimediate

This R package is based on the work presented in A. Jérolon et al., "Causal mediation analysis in presence of multiple mediators uncausally related".The work allowing multiple mediation analyzes with a survival outcome was largely developed with Arce Domingo. This work is presented in Domingo-Relloso et al., "Causal mediation for uncausally relate

mediation-analysis causal-inference causality-algorithms vignettes multiple-mediators

UpdatedJul 23, 2024
HTML

santikka /dosearch

dosearch: R Package for Identifying General Causal Queries

c-plus-plus r graphs causality causal-inference causal-models directed-acyclic-graph labeled-graphs causality-algorithms

UpdatedSep 26, 2025
R

causal-lab-miism /deep_causal_inference_ite_library

Code library for training causal inference deep learning models with automatic hyperparameter optimization written in Tensorflow 2.

library neural-networks hyperparameter-optimization hyperparameter-tuning causal-inference causal-models individual-treatment-effects causality-algorithms meta-learners

UpdatedFeb 5, 2024
Python

tcb

carlospereira1607 /tcb

A broadcast middleware service delivering messages in a causal order

rust middleware distributed-systems concurrency rust-lang broadcast message-delivery tcb causal-delivery version-vector causality-algorithms causality-checker

UpdatedJun 19, 2022
Rust

jabowery /HumesGuillotine

Hume's Guillotine: Beheading the social pseudo-sciences with the Algorithmic Information Criterion for CAUSAL model selection.

sociology causality social-sciences causation causality-analysis causal-inference causal-models causal-networks causality-algorithms causal-discovery macrosocial macrosociology

UpdatedNov 5, 2025

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