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
☆948Mar 16, 2026Updated 4 months ago
Alternatives and similar repositories for CausalInferenceIntro
Users that are interested in CausalInferenceIntro are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.☆3,426Jul 8, 2026Updated last month
- 因果推理&AB实验相关论文小书库☆251Mar 12, 2023Updated 3 years ago
- Uplift modeling and causal inference with machine learning algorithms☆5,950Updated this week
- ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Inte…☆4,747Updated this week
- An index of algorithms for learning causality with data☆3,279Jan 22, 2025Updated last year
- 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.
- 陈强高级计量经济学笔记，使用python、matlab实现各模型估计☆144Jul 13, 2020Updated 6 years ago
- Must-read papers and resources related to causal inference and machine (deep) learning☆751Nov 23, 2022Updated 3 years ago
- Causal Inference handbook｜学习因果推断的轻松指南☆104Feb 28, 2026Updated 5 months ago
- EconML/CausalML KDD 2021 Tutorial☆168Aug 23, 2023Updated 2 years ago
- 因果推断相关论文、书籍☆68Feb 18, 2021Updated 5 years ago
- YLearn, a pun of "learn why", is a python package for causal inference☆433Jun 28, 2025Updated last year
- Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins☆1,351Jan 8, 2022Updated 4 years ago
- DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a uni…☆8,251Updated this week
- A curated list of causal inference libraries, resources, and applications.☆1,184Apr 21, 2026Updated 3 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.
- Code for paper "Estimating Causal Effects on Networked Observational Data via Representation Learning"☆20May 28, 2023Updated 3 years ago
- 《基本有用的计量经济学》（MUSE）☆138Dec 3, 2021Updated 4 years ago
- Causal Discovery in Python. Learning causality from data.☆1,670Jul 11, 2026Updated 3 weeks ago
- ☆41Jul 28, 2021Updated 5 years ago
- An awesome list of Causality and Machine Learning related papers, books and other resources.☆12Nov 13, 2023Updated 2 years ago
- Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.☆1,236Oct 13, 2025Updated 9 months ago
- Causal Inference and Discovery in Python by Packt Publishing☆1,026Jul 15, 2026Updated 3 weeks ago
- ☆38Sep 13, 2025Updated 10 months ago
- ☆11Jan 12, 2023Updated 3 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Materials Collection for Causal Inference☆50Apr 14, 2023Updated 3 years ago
- Multi Channel Attribution☆10Mar 7, 2017Updated 9 years ago
- 🛠 How to Apply Causal ML to Real Scene Modeling？How to learn Causal ML？【✔从Causal ML到实际场景的Uplift建模】☆156Mar 25, 2023Updated 3 years ago
- Code for the Book Causal Inference in Python☆387Jan 23, 2024Updated 2 years ago
- "Causality: Models, Reasoning, and Inference-Judea Pearl(2009)"中文翻译及学习笔记☆19Feb 18, 2022Updated 4 years ago
- 教材 Causal Inference: What if 的编译和解读！☆38May 16, 2020Updated 6 years ago
- We organize papers related to causal that published on top conferences recently. (因果领域论文分类汇总)☆103Mar 29, 2023Updated 3 years ago
- Slides for teaching numerical methods in quantitative macroeconomics☆12Mar 8, 2022Updated 4 years ago
- Sklearn-style implementations of Neural Network-based Conditional Average Treatment Effect (CATE) Estimators.☆158Jun 22, 2024Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Implementation of paper DESCN, which is accepted in SIGKDD 2022.☆117Dec 27, 2023Updated 2 years ago
- Code for Colangelo and Lee (2025)☆17Feb 3, 2025Updated last year
- Econ5121A@CUHK. This is an open-source writing project.☆88Mar 7, 2026Updated 5 months ago
- Fixedeffectmodel: panel data modeling in Python☆77Feb 21, 2022Updated 4 years ago
- python implementation of Peng Ding's "First Course in Causal Inference"☆186Jun 6, 2024Updated 2 years ago
- Slides for the Seattle University Causal Inference Class☆151Mar 4, 2021Updated 5 years ago
- Trustworthy AI related projects☆1,131Jun 1, 2026Updated 2 months ago