An index of algorithms for learning causality with data
☆3,275Jan 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.☆493Oct 25, 2023Updated 2 years ago
- Uplift modeling and causal inference with machine learning algorithms☆5,952Updated this week
- Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.☆1,236Oct 13, 2025Updated 10 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…☆8,263Updated this week
- Must-read papers and resources related to causal inference and machine (deep) learning☆751Nov 23, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Inte…☆4,753Updated this week
- We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NU…☆515Mar 3, 2023Updated 3 years ago
- Causal Discovery in Python. Learning causality from data.☆1,669Jul 11, 2026Updated last month
- Trustworthy AI related projects☆1,132Jun 1, 2026Updated 2 months ago
- Resources related to causality☆272Feb 19, 2024Updated 2 years ago
- Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.☆3,431Jul 8, 2026Updated last month
- A Python library that helps data scientists to infer causation rather than observing correlation.☆2,473Updated this week
- The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalAI☆806Dec 1, 2025Updated 8 months ago
- Causal Effect Inference with Deep Latent-Variable Models☆369Jul 17, 2020Updated 6 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Counterfactual Regression☆319Dec 7, 2022Updated 3 years ago
- DAGs with NO TEARS: Continuous Optimization for Structure Learning☆683May 26, 2026Updated 2 months ago
- A Python package for modular causal inference analysis and model evaluations☆833May 26, 2026Updated 2 months ago
- Tools for causal analysis☆1,082Mar 11, 2025Updated last year
- ☆298Apr 3, 2022Updated 4 years ago
- Temporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series☆539Oct 1, 2021Updated 4 years ago
- Code for the WSDM '20 paper, Learning Individual Causal Effects from Networked Observational Data.☆78Jul 8, 2021Updated 5 years ago
- Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins☆1,353Jan 8, 2022Updated 4 years ago
- 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
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ➕➕ Perfect Match is a simple method for learning representations for counterfactual inference with neural networks.☆132Mar 24, 2023Updated 3 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…☆355Oct 17, 2024Updated last year
- Causal Inference in Python☆578Jun 21, 2025Updated last year
- Tigramite is a python package for causal inference with a focus on time series data. The Tigramite documentation is at☆1,707Jan 14, 2026Updated 6 months ago
- 因果推理&AB实验相关论文小书库☆251Mar 12, 2023Updated 3 years ago
- YLearn, a pun of "learn why", is a python package for causal inference☆433Jun 28, 2025Updated last year
- 💊 Comparing causality methods in a fair and just way.☆141Mar 23, 2020Updated 6 years ago
- Curated research at the intersection of causal inference and natural language processing.☆819Feb 1, 2024Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Repository for Deep Structural Causal Models for Tractable Counterfactual Inference☆297Jul 6, 2023Updated 3 years ago
- CausalLift: Python package for causality-based Uplift Modeling in real-world business☆357Apr 15, 2026Updated 3 months ago
- ☆533Dec 16, 2024Updated last year
- Generalized Random Forests☆1,106Apr 30, 2026Updated 3 months ago
- Repository for the Tetrad Project, www.phil.cmu.edu/tetrad.☆444Updated this week
- ☆328Dec 20, 2021Updated 4 years ago
- Python Toolkit for Causal and Probabilistic Reasoning☆3,313Updated this week