Jupyter notebooks for MIT 14.38 Causal Machine Learning course
☆15Jul 13, 2026Updated last month
Alternatives and similar repositories for 14.38_Causal_ML
Users that are interested in 14.38_Causal_ML are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Lectures and Tutorials for the Causal AI course☆55Jul 13, 2026Updated last month
- Repository for the ISU Causal Inference Working Group☆12Apr 3, 2024Updated 2 years ago
- Intensive Python programming course materials for PUCP☆50Jul 13, 2026Updated last month
- ☆25Sep 1, 2023Updated 2 years ago
- Notebooks for Applied Causal Inference Powered by ML and AI☆155Jul 1, 2026Updated last month
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This material has been created based on the tutorials of the course 14.388 Inference on Causal and Structural Parameters Using ML and AI …☆18May 5, 2023Updated 3 years ago
- A full example for causal inference on real-world retail data, for elasticity estimation☆54Jul 8, 2021Updated 5 years ago
- CSDID☆62Jul 13, 2026Updated last month
- DIME's Python Training for advanced R/Stata users☆18Feb 2, 2026Updated 6 months ago
- Stata function to compute simultaneous sup-t confidence bands following Montiel Olea and Plagborg-Møller (2019)☆12Jun 18, 2019Updated 7 years ago
- Every big regression is a small regression with weights.☆76Jun 30, 2026Updated last month
- A set of decks and notebooks with exercises for use in a hands-on causal inference tutorial session☆32Jul 15, 2022Updated 4 years ago
- A textbook for Professor Edward Glaeser's ECON 1011A: Microeconomic Theory - Advanced, course at Harvard.☆14Jun 5, 2023Updated 3 years ago
- This repository consolidates my teaching material for "Causal Machine Learning".☆266Oct 24, 2025Updated 9 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Project template for STAT-4830☆19Jun 23, 2026Updated last month
- List of repositories administered by BC Stats (http://www.bcstats.gov.bc.ca/Home.aspx)☆11Jul 6, 2022Updated 4 years ago
- Code associated with paper: Plug-in Regularized Estimation of High-Dimensional Parameters in Nonlinear Semiparametric Models, Chernozhuk…☆16Feb 3, 2021Updated 5 years ago
- Code for DID chapter☆12May 30, 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
- Collection of search spaces for hyperparameter optimization in the mlr3 ecosystem☆14Jul 25, 2026Updated 3 weeks ago
- Public data on firm entry from the Census and the BLS in a R package☆10Aug 1, 2023Updated 3 years ago
- Causai is a Python package for Causality in Machine Learning. We provide state-of-the-art causal algorithms and ML into decision-making s…☆14Nov 21, 2020Updated 5 years ago
- ☆100Sep 3, 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.
- This Jupyterbook has been created based on the tutorials of the course 14.388 Inference on Causal and Structural Parameters Using ML and …☆14May 5, 2023Updated 3 years ago
- ☆17Mar 24, 2026Updated 4 months ago
- ☆21Mar 11, 2025Updated last year
- ☆19Feb 14, 2024Updated 2 years ago
- Lecture and conference materials for the DSE2024 at University of Wisconsin-Madison☆74Aug 10, 2024Updated 2 years ago
- Code for Colangelo and Lee (2025)☆17Feb 3, 2025Updated last year
- Python and R code for text analysis and topic modeling☆11Jun 14, 2021Updated 5 years ago
- ☆16Mar 5, 2026Updated 5 months ago
- Successive Halving and Hyperband in the mlr3 ecosystem☆18Updated this week
- 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.
- Course on local projections for applied macroeconomics☆24Jan 14, 2026Updated 7 months ago
- This tutorial will introduce key concepts in machine learning-based causal inference. This tutorial is used by professor Susan Athey in t…☆14Jul 21, 2023Updated 3 years ago
- ☆11Dec 2, 2021Updated 4 years ago
- High-dimensional fixed-effect estimation in Stata using Julia☆30Feb 10, 2026Updated 6 months ago
- Sensitivity analysis tools for causal ML☆20Apr 1, 2026Updated 4 months ago
- ☆11May 20, 2023Updated 3 years ago
- Replication files for Chernozhukov, Newey, Quintas-Martínez and Syrgkanis (2021) "RieszNet and ForestRiesz: Automatic Debiased Machine Le…☆16Jun 14, 2022Updated 4 years ago