Notebooks for Applied Causal Inference Powered by ML and AI
☆147Apr 2, 2026Updated last month
Alternatives and similar repositories for MetricsMLNotebooks
Users that are interested in MetricsMLNotebooks are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Jupyter notebooks for MIT 14.38 Causal Machine Learning course☆16Apr 29, 2025Updated last year
- Documentation and User Guide for DoubleML - Double Machine Learning in Python & R☆24Apr 13, 2026Updated last month
- ☆23Jan 30, 2024Updated 2 years ago
- Applied Econometrics 2021☆33Jul 15, 2021Updated 4 years ago
- Local Projections by Oscar Jorda and Alan Taylor. STATA code☆53Aug 19, 2024Updated last year
- 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.
- Causal Inference Crash Course for Scientists - contains slides and Jupyter notebooks☆116Jan 3, 2026Updated 4 months ago
- ☆19Dec 2, 2025Updated 5 months ago
- Replication files for Chernozhukov, Newey, Quintas-Martínez and Syrgkanis (2021) "RieszNet and ForestRiesz: Automatic Debiased Machine Le…☆16Jun 14, 2022Updated 3 years ago
- Training materials for World Bank Summer University staff training on small area estimation of poverty indicators☆18Jul 24, 2025Updated 9 months ago
- A textbook for Professor Edward Glaeser's ECON 1011A: Microeconomic Theory - Advanced, course at Harvard.☆14Jun 5, 2023Updated 2 years ago
- ☆93Dec 1, 2025Updated 5 months ago
- ❓y0 (pronounced "why not?") is for causal inference in Python☆70May 15, 2026Updated last week
- Companion Site for Economic Networks: Theory and Computation☆129Nov 17, 2025Updated 6 months ago
- Code for DID chapter☆11May 30, 2023Updated 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.
- 🎯 Targeted Learning of the Causal Effects of Stochastic Interventions☆17Sep 21, 2024Updated last year
- Replication Files for "Evaluating Monetary Policy Counterfactuals: (When) Do We Need Structural Models?" by Caravello, McKay & Wolf☆23Mar 2, 2026Updated 2 months ago
- ☆27Mar 24, 2025Updated last year
- A set of lecture notes from my PhD classes at Boston College☆30Aug 22, 2019Updated 6 years ago
- Tutorial_Computational_Causal_Inference_Estimators☆38Oct 29, 2021Updated 4 years ago
- blackmaRble: retrieve, wrangle and plot VIIRS Black Marble nighttimelight data in R☆18Dec 21, 2023Updated 2 years ago
- Comments on the Nature of Being a Graduate Student☆44Sep 1, 2022Updated 3 years ago
- Deep universal probabilistic programming with Python and PyTorch☆12Apr 1, 2020Updated 6 years ago
- tests for cohort-level heterogeneity in panel regression☆11Mar 12, 2025Updated last year
- 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.
- DoubleML - Double Machine Learning in Python☆738May 13, 2026Updated last week
- ☆25Sep 1, 2023Updated 2 years ago
- Datasets for my research publications☆13Feb 9, 2026Updated 3 months ago
- Econometrics on the GPU (and CPU) via JAX☆16Jul 12, 2025Updated 10 months ago
- ☆85May 9, 2024Updated 2 years ago
- Causal Inference 1 Mixtape Session taught by Scott Cunningham☆327Jan 27, 2026Updated 3 months ago
- Portal for the course "Economic Slack" at UCSC [ECON 221]☆38Dec 13, 2025Updated 5 months ago
- Repository for the codes of EconMacro's blog posts☆24Apr 10, 2026Updated last month
- Causal inference for qualitative outcomes☆12Apr 2, 2025Updated last year
- 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
- ☆31Nov 21, 2023Updated 2 years ago
- Slides from NBER Methods Lecture (extracted from the Wayback Machine)☆56Dec 5, 2025Updated 5 months ago
- The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalAI☆798Dec 1, 2025Updated 5 months ago
- Macro Framework Forecasting☆22May 10, 2026Updated last week
- Implementing Local Projections Difference-in-Differences (LP-DiD) estimators☆82Feb 24, 2026Updated 2 months ago
- Repository for the ISU Causal Inference Working Group☆12Apr 3, 2024Updated 2 years ago