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

21,069 4,027 Updated May 13, 2025

Oxford Deep NLP 2017 course

15,865 3,566 Updated Jul 2, 2023

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 4,565 801 Updated Mar 23, 2026

fklearn: Functional Machine Learning

Jupyter Notebook 1,539 171 Updated Mar 27, 2026

Lifetime value in Python

Python 1,475 376 Updated Jun 28, 2024

A Library for Uncertainty Quantification.

Python 921 52 Updated Apr 23, 2025

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 914 163 Updated Mar 16, 2026

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

Jupyter Notebook 904 157 Updated Jul 8, 2025

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

Jupyter Notebook 476 86 Updated Jan 15, 2024

R code for causal graph animations

R 308 92 Updated Jan 24, 2024

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

Python 282 19 Updated Jan 5, 2026

Resources related to causality

267 38 Updated Feb 19, 2024

Replication code and downloadable example data sets for The Effect

R 207 67 Updated Feb 4, 2026

A Python package for causal inference using Synthetic Controls

Python 193 56 Updated Jan 25, 2024

difference-in-differences in Python

Python 109 25 Updated Jan 17, 2024

Inferência Causal para os Corajosos e Verdadeiros. Uma abordagem divertida, mas rigorosa, para aprender sobre estimativa de impacto e causalidade.

Jupyter Notebook 108 20 Updated Jun 17, 2024

Suite of sensitivity analysis tools for OLS

R 98 16 Updated Feb 10, 2026

Synthetic difference in differences for Python

Jupyter Notebook 87 39 Updated Apr 4, 2024

Some experiments into explaining complex black box ensemble predictions.

Python 74 16 Updated Jan 21, 2020

Causal Inference handbook|学习因果推断的轻松指南

Jupyter Notebook 68 8 Updated Feb 28, 2026

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

Jupyter Notebook 58 7 Updated May 17, 2025

Inference for synthetic controls

R 40 4 Updated Feb 11, 2026

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

Python 12 1 Updated Jun 10, 2024

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 6 Updated Feb 27, 2021

Machine Learning functions for Finance

C++ 9 22 Updated Dec 5, 2017

Personal website of David Leonard

HTML 8 2 Updated Sep 17, 2020

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 5 3 Updated Dec 12, 2021