Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.
☆3,468Jul 8, 2026Updated 2 months ago
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…☆4,789Updated this week
- Uplift modeling and causal inference with machine learning algorithms☆5,999Aug 20, 2026Updated 3 weeks ago
- 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☆957Mar 16, 2026Updated 6 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…☆8,316Updated this week
- A curated list of causal inference libraries, resources, and applications.☆1,189Apr 21, 2026Updated 4 months ago
- 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.
- An index of algorithms for learning causality with data☆3,284Jan 22, 2025Updated last year
- Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins☆1,354Jan 8, 2022Updated 4 years ago
- Code for the Book Causal Inference in Python☆392Jan 23, 2024Updated 2 years ago
- A Python package for modular causal inference analysis and model evaluations☆836May 26, 2026Updated 3 months ago
- The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalAI☆812Dec 1, 2025Updated 9 months ago
- A Python package for causal inference in quasi-experimental settings☆1,190Updated this week
- A Python library that helps data scientists to infer causation rather than observing correlation.☆2,478Aug 31, 2026Updated 2 weeks ago
- 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☆787Aug 18, 2026Updated last month
- 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.
- A Python package for causal inference using Synthetic Controls☆195Jan 25, 2024Updated 2 years ago
- Repo for Yale Applied Empirical Methods PHD Course☆2,249Apr 30, 2026Updated 4 months ago
- Causal Inference in Python☆578Jun 21, 2025Updated last year
- Synthetic difference in differences☆312Jan 15, 2024Updated 2 years ago
- Generalized Random Forests☆1,110Apr 30, 2026Updated 4 months ago
- Causal Discovery in Python. Learning causality from data.☆1,685Sep 4, 2026Updated 2 weeks ago
- This repository hosts the code behind the online book, Coding for Economists.☆942Jun 4, 2026Updated 3 months ago
- Data and Program files for Causal Inference: The Mixtape☆480Nov 17, 2025Updated 10 months ago
- Replication of tables and figures from "Mostly Harmless Econometrics" in Stata, R, Python and Julia.☆662Jun 29, 2025Updated last year
- 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.
- Python Causal Impact Implementation Based on Google's R Package. Built using TensorFlow Probability.☆678Jan 13, 2025Updated last year
- CausalLift: Python package for causality-based Uplift Modeling in real-world business☆358Apr 15, 2026Updated 5 months ago
- Resources related to causality☆273Feb 19, 2024Updated 2 years ago
- This repository consolidates my teaching material for "Causal Machine Learning".☆266Oct 24, 2025Updated 10 months ago
- Difference in Differences with Multiple Periods, website: https://bcallaway11.github.io/did☆419Aug 28, 2026Updated 3 weeks ago
- An R package for causal inference in time series☆1,861Mar 31, 2026Updated 5 months ago
- Causal Inference and Discovery in Python by Packt Publishing☆1,031Jul 15, 2026Updated 2 months ago
- Replication code and downloadable example data sets for The Effect☆209Feb 4, 2026Updated 7 months ago
- Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.☆1,238Oct 13, 2025Updated 11 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- difference-in-differences in Python☆115Apr 12, 2026Updated 5 months ago
- Tigramite is a python package for causal inference with a focus on time series data. The Tigramite documentation is at☆1,721Jan 14, 2026Updated 8 months ago
- Fast High-Dimensional Fixed Effects Regression in Python following fixest-syntax☆350Updated this week
- Extensive tutorials for learning how to build deep learning models for causal inference (HTE) using selection on observables in Tensorflo…☆355Oct 17, 2024Updated last year
- Additional linear models including instrumental variable and panel data models that are missing from statsmodels.☆1,070Updated this week
- Lecture notes for EC 607☆1,675Apr 3, 2023Updated 3 years ago
- AutoML for causal inference.☆242Jul 19, 2026Updated 2 months ago