An index of algorithms for learning causality with data
☆3,269Jan 22, 2025Updated last year
Alternatives and similar repositories for awesome-causality-algorithms
Users that are interested in awesome-causality-algorithms are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A data index for learning causality.☆491Oct 25, 2023Updated 2 years ago
- Uplift modeling and causal inference with machine learning algorithms☆5,870Updated this week
- Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.☆1,229Oct 13, 2025Updated 8 months ago
- DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a uni…☆8,141Updated this week
- Must-read papers and resources related to causal inference and machine (deep) learning☆752Nov 23, 2022Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Inte…☆4,664Updated this week
- We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NU…☆516Mar 3, 2023Updated 3 years ago
- Causal Discovery in Python. Learning causality from data.☆1,623Jun 4, 2026Updated last week
- Trustworthy AI related projects☆1,124Jun 1, 2026Updated 2 weeks ago
- Resources related to causality☆269Feb 19, 2024Updated 2 years ago
- A Python library that helps data scientists to infer causation rather than observing correlation.☆2,468Jun 26, 2024Updated last year
- Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.☆3,382Updated this week
- Causal Effect Inference with Deep Latent-Variable Models☆363Jul 17, 2020Updated 5 years ago
- The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalAI☆800Dec 1, 2025Updated 6 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Counterfactual Regression☆319Dec 7, 2022Updated 3 years ago
- DAGs with NO TEARS: Continuous Optimization for Structure Learning☆680May 26, 2026Updated 2 weeks ago
- A Python package for modular causal inference analysis and model evaluations☆818May 26, 2026Updated 2 weeks ago
- Tools for causal analysis☆1,080Mar 11, 2025Updated last year
- ☆296Apr 3, 2022Updated 4 years ago
- Temporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series☆536Oct 1, 2021Updated 4 years ago
- Code for the WSDM '20 paper, Learning Individual Causal Effects from Networked Observational Data.☆78Jul 8, 2021Updated 4 years ago
- Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins☆1,350Jan 8, 2022Updated 4 years ago
- ➕➕ Perfect Match is a simple method for learning representations for counterfactual inference with neural networks.☆132Mar 24, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A every-so-often-updated collection of every causality + machine learning paper submitted to arXiv in the recent past.☆415Sep 10, 2020Updated 5 years ago
- Repository with code and slides for a tutorial on causal inference.☆590Sep 23, 2019Updated 6 years ago
- Extensive tutorials for learning how to build deep learning models for causal inference (HTE) using selection on observables in Tensorflo…☆353Oct 17, 2024Updated last year
- Causal Inference in Python☆576Jun 21, 2025Updated 11 months ago
- Tigramite is a python package for causal inference with a focus on time series data. The Tigramite documentation is at☆1,675Jan 14, 2026Updated 5 months ago
- 因果推理&AB实验相关论文小书库☆250Mar 12, 2023Updated 3 years ago
- YLearn, a pun of "learn why", is a python package for causal inference☆430Jun 28, 2025Updated 11 months ago
- Curated research at the intersection of causal inference and natural language processing.☆815Feb 1, 2024Updated 2 years ago
- 💊 Comparing causality methods in a fair and just way.☆141Mar 23, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Repository for Deep Structural Causal Models for Tractable Counterfactual Inference☆298Jul 6, 2023Updated 2 years ago
- CausalLift: Python package for causality-based Uplift Modeling in real-world business☆357Apr 15, 2026Updated last month
- ☆530Dec 16, 2024Updated last year
- ☆328Dec 20, 2021Updated 4 years ago
- Generalized Random Forests☆1,091Apr 30, 2026Updated last month
- Python Toolkit for Causal and Probabilistic Reasoning☆3,276Updated this week
- Repository for the Tetrad Project, www.phil.cmu.edu/tetrad.☆441Updated this week