imirzadeh / awesome-causal-inferenceView external linksLinks
A (concise) curated list of awesome Causal Inference resources.
☆256Sep 13, 2022Updated 3 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
Sorting:
- We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NU…☆515Mar 3, 2023Updated 2 years ago
- Resources related to causality☆267Feb 19, 2024Updated last year
- An index of algorithms for learning causality with data☆3,242Jan 22, 2025Updated last year
- A curated list of awesome work on causal inference, particularly in machine learning.☆112May 1, 2021Updated 4 years ago
- sharing code for the GBD 2021 anemia paper which will be published in the Lancet Haematology INFR-15310☆12May 17, 2023Updated 2 years ago
- A data index for learning causality.☆484Oct 25, 2023Updated 2 years ago
- A curated list of Causality in Computer Vision☆243Oct 23, 2021Updated 4 years ago
- Must-read papers and resources related to causal inference and machine (deep) learning☆750Nov 23, 2022Updated 3 years ago
- The "Hidden Curriculum" assignment from UT Austin's Masters Causal Inference course, Spring 2022.☆11May 14, 2022Updated 3 years ago
- Introduction to the mosts common estimators and computation in causal inference for epidemiologists: A tutorial☆39Jan 7, 2021Updated 5 years ago
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18Sep 6, 2025Updated 5 months ago
- Introductory R training☆25Updated this week
- R package for Bayesian multi-state modelling of chronic disease burden data☆10Oct 30, 2023Updated 2 years ago
- Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.☆1,220Oct 13, 2025Updated 4 months ago
- A curated list of causal inference libraries, resources, and applications.☆1,094Dec 29, 2025Updated last month
- Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.☆3,242Sep 18, 2025Updated 4 months ago
- Slides for the Seattle University Causal Inference Class☆147Mar 4, 2021Updated 4 years ago
- 🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention☆13Aug 6, 2022Updated 3 years ago
- Causal-inference oriented doctoral econometrics course at UO☆14Jun 9, 2022Updated 3 years ago
- R Companion to the textbook "Econometrics" by Fumio Hayashi☆38Feb 8, 2023Updated 3 years ago
- A curated list of research papers in exploring causality in vision. Link to the code if available is also present.☆238Sep 23, 2020Updated 5 years ago
- Materials for intro to Bayesian models☆16Jun 25, 2024Updated last year
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆60Oct 24, 2024Updated last year
- ☆14Feb 22, 2023Updated 2 years ago
- The IVI-NSCLC simulation model☆13Jul 23, 2019Updated 6 years ago
- Uplift modeling and causal inference with machine learning algorithms☆5,731Updated this week
- Articles/ Journals and Videos related to Economics and Data Science☆132Jun 9, 2022Updated 3 years ago
- My notes on Bayesian statistics in Stan, etc (2018-)☆14Nov 14, 2020Updated 5 years ago
- This is the course repository for the Spring 2020 iteration of MACS 30123 "Large-Scale Computing for the Social Sciences" at the Universi…☆22May 21, 2020Updated 5 years ago
- PyTorch implementation of Weighted Batch-Normalization layers☆37Jun 30, 2020Updated 5 years ago
- Project on Causal Machine learning CS 7290☆16Dec 7, 2019Updated 6 years ago
- Useful Stata routines☆16Jul 22, 2025Updated 6 months ago
- My notes and work for the Bayesian Data Analysis course taught by Aki Vehtari.☆18Oct 29, 2022Updated 3 years ago
- Repository for Introduction to Bayesian Estimation of Causal Effects☆68Oct 24, 2020Updated 5 years ago
- workHORSE microsimulation☆12May 26, 2023Updated 2 years ago
- ☆11Sep 16, 2024Updated last year
- This is the repository for the Literate Programming Workshop☆39Feb 6, 2024Updated 2 years ago
- An R package for simulating line lists☆10Feb 6, 2026Updated last week
- Propensity score Matching and Subclassification with 3 or more Treatments☆21Dec 1, 2019Updated 6 years ago