
causal-ml
by jvpoulos (personal account)
Must-read papers and resources related to causal inference and machine (deep) learning (description from the project’s GitHub page)
Repository facts
- Stars
- 752
- Forks
- 134
- Open issues and pull requests
- 0
- Primary language
- Not detected
- License
- No license file detected
- Owner
- jvpoulos · Personal account
- Created
- Oct 13, 2019
- Last push
- Nov 23, 2022
Topics
Add this badge to your README
Shows this repository’s rank in AI on GitHub and links back to this page. Ranks are by stars and change when the list is refreshed. The badge is not an endorsement or a rating. About the badges
Markdown (for a README)
[](https://unitedstatesofamericasuperintelligence.com/github/jvpoulos--causal-ml/)
HTML
<a href="https://unitedstatesofamericasuperintelligence.com/github/jvpoulos--causal-ml/"><img src="https://unitedstatesofamericasuperintelligence.com/badges/github/jvpoulos--causal-ml.svg" alt="Ranked #7,380 in AI on GitHub" height="20"></a>
Related projects
Projects that share this one’s GitHub topics.
Rank 974: 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, combin…
8,359 starsPythonMITLast push Oct 18, 2026
Rank 5,257: FenTechSolutions/CausalDiscoveryToolbox
Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.
1,243 starsPythonMITLast push Oct 13, 2025
Rank 1,667: py-why/EconML
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision mak…
4,817 starsJupyter NotebookOther licenseLast push Oct 16, 2026
Rank 1,714: Kanaries/Rath
Next generation of automated data exploratory analysis and visualization platform.
4,683 starsTypeScriptAGPL-3.0Last push Aug 14, 2026
Rank 3,062: mckinsey/causalnex
A Python library that helps data scientists to infer causation rather than observing correlation.
2,489 starsPythonOther licenseLast push Aug 31, 2026
Rank 2,921: SeldonIO/alibi
Algorithms for explaining machine learning models
2,648 starsPythonOther licenseLast push Oct 17, 2025