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Causal Inference handbook|学习因果推断的轻松指南

Jupyter Notebook 58 8 Updated Jan 27, 2026

difference-in-differences in Python

Python 107 25 Updated Jan 17, 2024

A Python package for causal inference using Synthetic Controls

Python 192 56 Updated Jan 25, 2024

Causal Inference for The Brave and True 책의 한국어 번역 자료입니다.

Jupyter Notebook 475 86 Updated Jan 15, 2024

Leverage timestamp information to improve Random Forest out of distribution generalization.

Python 13 1 Updated Jun 10, 2024

Suite of sensitivity analysis tools for OLS

R 97 16 Updated Nov 11, 2024

fklearn: Functional Machine Learning

Jupyter Notebook 1,540 172 Updated Apr 23, 2025

Synthetic difference in differences for Python

Jupyter Notebook 87 39 Updated Apr 4, 2024

Python implementation of the original R sensemakr package: https://github.com/carloscinelli/sensemakr

Jupyter Notebook 57 6 Updated May 17, 2025

Inference for synthetic controls

R 40 4 Updated May 13, 2021

R code for causal graph animations

R 307 93 Updated Jan 24, 2024

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

Jupyter Notebook 903 163 Updated Sep 27, 2025

This repository hosts the code behind the online book, Coding for Economists.

Jupyter Notebook 893 156 Updated Jul 8, 2025

Replication code and downloadable example data sets for The Effect

R 204 69 Updated Feb 4, 2026

A python package with tools to perform causal inference using observational data when the treatment of interest is continuous.

Python 281 18 Updated Jan 5, 2026

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its go…

Jupyter Notebook 4,499 797 Updated Feb 5, 2026

Chuỗi bài viết về Suy luận Nhân quả với Python và ứng dụng của chúng trong nghiên cứu các vấn đề kinh tế, xã hội, chính sách và quyết định kinh doanh.

Jupyter Notebook 9 5 Updated Feb 27, 2021

Resources related to causality

267 38 Updated Feb 19, 2024

Some experiments into explaining complex black box ensemble predictions.

Python 74 16 Updated Jan 21, 2020

📊 Path to a free self-taught education in Data Science!

20,935 3,986 Updated May 13, 2025

Personal website of David Leonard

HTML 8 2 Updated Sep 17, 2020

Oxford Deep NLP 2017 course

15,867 3,575 Updated Jul 2, 2023

Machine Learning functions for Finance

C++ 9 22 Updated Dec 5, 2017