Projects in Awesome Lists tagged with causal-machine-learning
A curated list of projects in awesome lists tagged with causal-machine-learning .
https://github.com/py-why/dowhy
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 models and potential outcomes frameworks.
bayesian-networks causal-inference causal-machine-learning causal-models causality data-science do-calculus graphical-models machine-learning python3 treatment-effects
Last synced: 12 Dec 2025
https://github.com/msuzen/looper
A resource list for causality in statistics, data science and physics
bayesian-inference causal causal-discovery causal-impact causal-inference causal-machine-learning causal-models causal-networks causality causality-algorithms causality-analysis causation data-science machine-learning meta-learning physics statistical-inference statistical-mechanics statistical-physics statistics
Last synced: 25 Dec 2025
https://github.com/neurodata/treeple
Scikit-learn compatible decision trees beyond those offered in scikit-learn
causal-inference causal-machine-learning cython decision-trees estimation machine-learning python random-forest scikit-learn
Last synced: 01 Apr 2026
https://github.com/suwonglab/causalegm
A General Causal Inference Framework by Encoding Generative Modeling
causal-inference causal-machine-learning causality deep-generative-model generative-model treatment-effects
Last synced: 22 Oct 2025
https://github.com/tlverse/tlverse-handbook
🎯 :closed_book: Targeted Learning in R: A Causal Data Science Handbook
biostatistics causal-data-science causal-inference causal-machine-learning data-science machine-learning statistics targeted-learning tlverse
Last synced: 19 Feb 2026
https://github.com/JackHCC/Awesome-Uplift-Model
🛠 How to Apply Causal ML to Real Scene Modeling？How to learn Causal ML？【✔从Causal ML到实际场景的Uplift建模】
causal-inference causal-machine-learning causal-models uplift-modeling
Last synced: 17 Sep 2025
https://github.com/nhejazi/medoutcon
:package: R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects
causal-inference causal-machine-learning inverse-probability-weights machine-learning mediation-analysis r r-package stochastic-interventions targeted-learning treatment-effects
Last synced: 16 Aug 2025
https://github.com/janteichertkluge/dmlsim
This library provides packages on DoubleML / Causal Machine Learning and Neural Networks in Python for Simulation and Case Studies.
beit bert case-study causal causal-inference causal-machine-learning deep-learning dgp double-machine-learning doubleml machine-learning multi-modal multimodal multimodal-deep-learning neural-network simulation transformer transformers
Last synced: 13 Apr 2025
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: 12 Feb 2026
https://github.com/1587causalai/causal-sklearn
Scikit-learn Compatible Causal Machine Learning Library - Based on CausalEngine™
cauchy-distribution causal-inference causal-machine-learning machine-learning python pytorch scikit-learn
Last synced: 17 Aug 2025
https://github.com/jman4162/introduction-to-causal-inference
An educational Python-based introduction to causal inference techniques using machine learning.
causal-inference causal-machine-learning data-science economics economics-models machine-learning propensity-score-matching python
Last synced: 18 May 2026
https://github.com/athammad/onlinecml
Online Causal Machine Learning in Python — one observation at a time
a-b-testing causal-inference causal-machine-learning econometrics heterogeneous-effects incremental-learning machine-learning-algorithms online-learning-algorithms python
Last synced: 20 Apr 2026
