This repository consolidates my teaching material for "Causal Machine Learning".
☆266Oct 14, 2026Updated 3 weeks ago
Alternatives and similar repositories for causalML-teaching
Users that are interested in causalML-teaching are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of Double Machine Learning☆38Oct 19, 2026Updated 2 weeks ago
- Repo for Yale Applied Empirical Methods PHD Course☆2,264Apr 30, 2026Updated 6 months ago
- Advanced causal inference and research design course☆93Oct 15, 2021Updated 5 years ago
- Causal-inference oriented doctoral econometrics course at UO☆83Jun 1, 2021Updated 5 years ago
- Replication code and downloadable example data sets for The Effect☆211Feb 4, 2026Updated 9 months 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.
- Keeping track of what is going on with the latest DiD innovations.☆549Sep 8, 2026Updated last month
- Materials for Econ 5253 Data Science for Economists course at U of Oklahoma☆38Apr 22, 2024Updated 2 years ago
- Machine Learning and Causal Inference taught by Brigham Frandsen☆229Oct 13, 2025Updated last year
- Robust inference in difference-in-differences and event study designs☆259Apr 12, 2026Updated 6 months ago
- Lecture notes for EC 607☆1,675Apr 3, 2023Updated 3 years ago
- This repository provides R-code for the estimation of the conditional average treatment effect (CATE) using machine learning (ML) methods…☆38Jan 26, 2025Updated last year
- Adaptive debiased machine learning of treatment effects with the highly adaptive lasso☆15Feb 28, 2025Updated last year
- Slides for the Seattle University Causal Inference Class☆153Mar 4, 2021Updated 5 years ago
- (Advanced) Applied Econometrics☆312Apr 28, 2026Updated 6 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- R implementation of Generic Machine Learning Inference (Chernozhukov, Demirer, Duflo and Fernández-Val, 2020).☆80Jul 2, 2026Updated 4 months ago
- Machine Learning Estimation of Heterogeneous Causal Effects☆25Sep 6, 2021Updated 5 years ago
- Two-stage Difference-in-Differences package following Gardner (2021)☆113Sep 20, 2026Updated last month
- ☆19Aug 19, 2024Updated 2 years ago
- A curated list of causal inference libraries, resources, and applications.☆1,211Apr 21, 2026Updated 6 months ago
- ☆311May 27, 2021Updated 5 years ago
- Causal Inference II Mixtape Session taught by Scott Cunningham☆241Nov 23, 2025Updated 11 months ago
- Masters-level applied econometrics course—focusing on prediction—at the University of Oregon (EC424/524 during Winter quarter, 2020 Taugh…☆81Jan 11, 2021Updated 5 years ago
- R instructions for our research projects☆121Nov 9, 2025Updated 11 months 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.
- Packages of Example Data for The Effect☆160Nov 8, 2024Updated last year
- Data, Code and other material for CodeChella concert☆166Aug 2, 2021Updated 5 years ago
- ☆102Updated this week
- ☆22Sep 8, 2019Updated 7 years ago
- Generic functions for treatment effects with panel data☆12May 25, 2026Updated 5 months ago
- ☆32Jun 24, 2023Updated 3 years ago
- Slides for the PhD level course in Econometrics at the Tinbergen Institute, Amsterdam☆219Dec 30, 2023Updated 2 years ago
- AEM 7130: Dynamic Optimization/Computational Methods☆124Jun 29, 2024Updated 2 years ago
- PhD Applied Econometrics class taught at UC Berkeley☆396Aug 13, 2026Updated 2 months 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.
- Dynamic Covariate Balancing for Estimating the Effects of Treatments over Time☆11Jun 25, 2025Updated last year
- Coding course to complete Data Analysis in R☆126Oct 18, 2024Updated 2 years ago
- python implementation of Peng Ding's "First Course in Causal Inference"☆189Jun 6, 2024Updated 2 years ago
- Causal-inference oriented doctoral econometrics course at UO☆15Jun 9, 2022Updated 4 years ago
- A PhD course in Applied Econometrics and Panel Data☆349Oct 23, 2026Updated last week
- Source files for the course "Mathematics for Macroeconomics"☆152May 2, 2026Updated 6 months ago
- A Stata package that acts as a wrapper for Callaway and Sant'anna's R did package☆30Aug 19, 2021Updated 5 years ago