Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.
☆3,346Apr 8, 2026Updated last month
Alternatives and similar repositories for python-causality-handbook
Users that are interested in python-causality-handbook are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Inte…☆4,633Apr 27, 2026Updated 3 weeks ago
- Uplift modeling and causal inference with machine learning algorithms☆5,841Updated this week
- Causal Inference for the Brave and True的中文翻译版。全部代码基于Python,适用于计量经济学、量化社会学、策略评估等领域。英文版原作者:Matheus Facure☆932Mar 16, 2026Updated 2 months ago
- DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a uni…☆8,116Updated this week
- A curated list of causal inference libraries, resources, and applications.☆1,148Apr 21, 2026Updated 3 weeks ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- An index of algorithms for learning causality with data☆3,262Jan 22, 2025Updated last year
- Code for the Book Causal Inference in Python☆380Jan 23, 2024Updated 2 years ago
- Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins☆1,349Jan 8, 2022Updated 4 years ago
- A Python package for modular causal inference analysis and model evaluations☆814May 7, 2026Updated last week
- 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
- A Python package for causal inference in quasi-experimental settings☆1,143Updated this week
- A Python library that helps data scientists to infer causation rather than observing correlation.☆2,464Jun 26, 2024Updated last year
- Must-read papers and resources related to causal inference and machine (deep) learning☆752Nov 23, 2022Updated 3 years ago
- DoubleML - Double Machine Learning in Python☆735May 13, 2026Updated last week
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A Python package for causal inference using Synthetic Controls☆193Jan 25, 2024Updated 2 years ago
- Repo for Yale Applied Empirical Methods PHD Course☆2,210Apr 30, 2026Updated 2 weeks ago
- Causal Inference in Python☆577Jun 21, 2025Updated 10 months ago
- Synthetic difference in differences☆308Jan 15, 2024Updated 2 years ago
- Causal Discovery in Python. Learning causality from data.☆1,589Updated this week
- Generalized Random Forests☆1,086Apr 30, 2026Updated 2 weeks ago
- This repository hosts the code behind the online book, Coding for Economists.☆919May 2, 2026Updated 2 weeks ago
- Data and Program files for Causal Inference: The Mixtape☆464Nov 17, 2025Updated 6 months ago
- CausalLift: Python package for causality-based Uplift Modeling in real-world business☆356Apr 15, 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.
- Replication of tables and figures from "Mostly Harmless Econometrics" in Stata, R, Python and Julia.☆655Jun 29, 2025Updated 10 months ago
- Resources related to causality☆269Feb 19, 2024Updated 2 years ago
- Python Causal Impact Implementation Based on Google's R Package. Built using TensorFlow Probability.☆671Jan 13, 2025Updated last year
- This repository consolidates my teaching material for "Causal Machine Learning".☆264Oct 24, 2025Updated 6 months ago
- Difference in Differences with Multiple Periods, website: https://bcallaway11.github.io/did☆397Apr 5, 2026Updated last month
- An R package for causal inference in time series☆1,830Mar 31, 2026Updated last month
- Replication code and downloadable example data sets for The Effect☆206Feb 4, 2026Updated 3 months ago
- Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.☆1,229Oct 13, 2025Updated 7 months ago
- Causal Inference and Discovery in Python by Packt Publishing☆1,007Mar 2, 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.
- Tigramite is a python package for causal inference with a focus on time series data. The Tigramite documentation is at☆1,659Jan 14, 2026Updated 4 months ago
- difference-in-differences in Python☆110Apr 12, 2026Updated last month
- Extensive tutorials for learning how to build deep learning models for causal inference (HTE) using selection on observables in Tensorflo…☆353Oct 17, 2024Updated last year
- Additional linear models including instrumental variable and panel data models that are missing from statsmodels.☆1,042Apr 6, 2026Updated last month
- AutoML for causal inference.☆241Dec 18, 2024Updated last year
- Lecture notes for EC 607☆1,669Apr 3, 2023Updated 3 years ago
- A resource list for causality in statistics, data science and physics☆267Jan 28, 2026Updated 3 months ago