Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.
☆3,483Oct 6, 2026Updated this week
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…☆4,805Updated this week
- Uplift modeling and causal inference with machine learning algorithms☆6,019Updated 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☆960Mar 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…☆8,339Updated this week
- A curated list of causal inference libraries, resources, and applications.☆1,200Apr 21, 2026Updated 5 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.
- An index of algorithms for learning causality with data☆3,290Updated this week
- Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins☆1,356Jan 8, 2022Updated 4 years ago
- Code for the Book Causal Inference in Python☆395Jan 23, 2024Updated 2 years ago
- A Python package for modular causal inference analysis and model evaluations☆836May 26, 2026Updated 4 months ago
- The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalAI☆813Dec 1, 2025Updated 10 months ago
- A Python package for causal inference in quasi-experimental settings☆1,201Updated this week
- A Python library that helps data scientists to infer causation rather than observing correlation.☆2,485Aug 31, 2026Updated last month
- 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☆792Sep 23, 2026Updated 2 weeks ago
- 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.
- A Python package for causal inference using Synthetic Controls☆196Jan 25, 2024Updated 2 years ago
- Repo for Yale Applied Empirical Methods PHD Course☆2,254Apr 30, 2026Updated 5 months ago
- Causal Inference in Python☆579Sep 26, 2026Updated last week
- Synthetic difference in differences☆313Jan 15, 2024Updated 2 years ago
- Generalized Random Forests☆1,115Apr 30, 2026Updated 5 months ago
- Causal Discovery in Python. Learning causality from data.☆1,695Sep 4, 2026Updated last month
- This repository hosts the code behind the online book, Coding for Economists.☆944Jun 4, 2026Updated 4 months ago
- Data and Program files for Causal Inference: The Mixtape☆481Nov 17, 2025Updated 10 months ago
- Replication of tables and figures from "Mostly Harmless Econometrics" in Stata, R, Python and Julia.☆663Jun 29, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Python Causal Impact Implementation Based on Google's R Package. Built using TensorFlow Probability.☆679Sep 20, 2026Updated 2 weeks ago
- CausalLift: Python package for causality-based Uplift Modeling in real-world business☆359Apr 15, 2026Updated 5 months ago
- Resources related to causality☆274Feb 19, 2024Updated 2 years ago
- This repository consolidates my teaching material for "Causal Machine Learning".☆265Oct 24, 2025Updated 11 months ago
- Difference in Differences with Multiple Periods, website: https://bcallaway11.github.io/did☆421Aug 28, 2026Updated last month
- An R package for causal inference in time series☆1,861Mar 31, 2026Updated 6 months ago
- Causal Inference and Discovery in Python by Packt Publishing☆1,041Jul 15, 2026Updated 2 months ago
- Replication code and downloadable example data sets for The Effect☆209Feb 4, 2026Updated 8 months ago
- Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.☆1,243Oct 13, 2025Updated 11 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.
- 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☆1,727Jan 14, 2026Updated 8 months ago
- Fast High-Dimensional Fixed Effects Regression in Python following fixest-syntax☆353Updated this week
- Extensive tutorials for learning how to build deep learning models for causal inference (HTE) using selection on observables in Tensorflo…☆354Oct 17, 2024Updated last year
- Additional linear models including instrumental variable and panel data models that are missing from statsmodels.☆1,074Updated this week
- Lecture notes for EC 607☆1,673Apr 3, 2023Updated 3 years ago
- AutoML for causal inference.☆242Jul 19, 2026Updated 2 months ago