A curated list of awesome work on causal inference, particularly in machine learning.
☆116May 1, 2021Updated 5 years ago
Alternatives and similar repositories for Awesome-Causal-Inference
Users that are interested in Awesome-Causal-Inference are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An index of algorithms for learning causality with data☆3,290Updated this week
- We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NU…☆514Mar 3, 2023Updated 3 years ago
- Must-read papers and resources related to causal inference and machine (deep) learning☆752Nov 23, 2022Updated 3 years ago
- Lecture notes for the Causality in Machine Learning course☆15May 29, 2019Updated 7 years ago
- Project on Causal Machine learning CS 7290☆16Dec 7, 2019Updated 6 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.
- Resources related to causality☆274Feb 19, 2024Updated 2 years ago
- ☆11Jun 15, 2019Updated 7 years ago
- Realistic benchmark for different causal inference methods. The realism comes from fitting generative models to data with an assumed caus…☆90Mar 29, 2021Updated 5 years ago
- ☆26Feb 16, 2022Updated 4 years ago
- Code for Conformal Counterfactual Inference under Hidden Confounding (KDD’24)☆11Aug 30, 2024Updated 2 years ago
- A curated list of causal inference libraries, resources, and applications.☆1,200Apr 21, 2026Updated 5 months ago
- Implementation of paper Long-Term Effect Estimation with Surrogate Representation☆13Oct 20, 2020Updated 5 years ago
- ☆46Feb 16, 2022Updated 4 years ago
- 基于 Gurobi 的纸浆运载船顺序装卸决策建模求解。中山大学智能工程学院《运筹学》课程期末建模课程设计。优化工具:Python的Gurobi☆10Jan 27, 2024Updated 2 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.
- Implementation of the paper titled: "FACE: Feasible and actionable counterfactual recourse" by Rafael et. at. - https://arxiv.org/pdf/190…☆14Dec 12, 2020Updated 5 years ago
- 🎓📚📈 Collection of scientific publications that explore, model and predict customer churn and lifetime value (CLV)☆23Feb 11, 2024Updated 2 years ago
- Reliable Causal Discovery with Improved Exact Search and Weaker Assumptions☆11Jan 19, 2022Updated 4 years ago
- A Python package for modular causal inference analysis and model evaluations☆835May 26, 2026Updated 4 months ago
- ☆64Jul 25, 2024Updated 2 years ago
- Group-conditional DRO to alleviate spurious correlations☆15Jul 15, 2021Updated 5 years ago
- Salesforce CausalAI Library: A Fast and Scalable framework for Causal Analysis of Time Series and Tabular Data☆325May 1, 2025Updated last year
- Curated research at the intersection of causal inference and natural language processing.☆818Feb 1, 2024Updated 2 years ago
- The code for the paper *The Sensitivity of Counterfactual Fairness to Unmeasured Confounding* @ UAI 2019☆14Apr 4, 2020Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A reading list for papers on causality for natural language processing (NLP)☆697Apr 27, 2026Updated 5 months ago
- Reimplementation of NOTEARS in Tensorflow☆32Mar 24, 2023Updated 3 years ago
- counterfactuals for magnetic resonance images of multiple sclerosis☆23Apr 24, 2021Updated 5 years ago
- This is the repository holding the code used to perform the analysis used in the manuscript "Machine learning in policy evaluation: new t…☆13Sep 12, 2019Updated 7 years ago
- TIme series DiscoverY BENCHmark (tidybench)☆38Feb 21, 2024Updated 2 years ago
- ☆471Jun 9, 2024Updated 2 years ago
- Uplift modeling and causal inference with machine learning algorithms☆6,021Updated this week
- GRAPL: A computational library for nonparametric structural causal modelling, analysis and inference☆86Dec 20, 2024Updated last year
- Code to reproduce our paper on probabilistic algorithmic recourse: https://arxiv.org/abs/2006.06831☆38Dec 27, 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.
- Kaggle Heritage Health Prize Challenge☆20Dec 5, 2023Updated 2 years ago
- Leveraging A-priori Knowledge in Predictive Business Process Monitoring☆10Jul 16, 2018Updated 8 years ago
- This repository aims to build a comprehensive literature review of the economics of open source software. Contributions welcome.☆11Apr 2, 2025Updated last year
- Extensive tutorials for learning how to build deep learning models for causal inference (HTE) using selection on observables in Tensorflo…☆354Oct 17, 2024Updated last year
- A super-customizable cumulative flow diagram, aka a CFD, for Rally☆11Feb 15, 2018Updated 8 years ago
- Model Agnostic Counterfactual Explanations☆92Sep 30, 2022Updated 4 years ago
- QCRAFT AutoScheduler: a library that allows users to automatically schedule the execution of their own quantum circuits, improving effici…☆18Oct 28, 2025Updated 11 months ago