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
☆954Mar 16, 2026Updated 5 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.☆3,444Jul 8, 2026Updated last month
- 《数据科学工程实践》一书的Jupyter Notebook库，以及交流园地。☆148Jun 18, 2021Updated 5 years ago
- 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☆5,978Aug 20, 2026Updated last week
- ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Inte…☆4,775Updated this week
- 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.
- An index of algorithms for learning causality with data☆3,280Jan 22, 2025Updated last year
- 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
- 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
- Causal Inference handbook｜学习因果推断的轻松指南☆103Feb 28, 2026Updated 6 months ago
- EconML/CausalML KDD 2021 Tutorial☆170Aug 23, 2023Updated 3 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☆434Jun 28, 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
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a uni…☆8,292Updated this week
- A curated list of causal inference libraries, resources, and applications.☆1,187Apr 21, 2026Updated 4 months ago
- Code for paper "Estimating Causal Effects on Networked Observational Data via Representation Learning"☆20May 28, 2023Updated 3 years ago
- It is a high-performance causal inference (statistical model) computing library based on OLAP, which solves the performance bottleneck of…☆183Dec 30, 2025Updated 8 months ago
- 《基本有用的计量经济学》（MUSE）☆136Dec 3, 2021Updated 4 years ago
- Causal Discovery in Python. Learning causality from data.☆1,680Jul 11, 2026Updated last month
- ☆42Jul 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
- Causal Inference and Discovery in Python by Packt Publishing☆1,030Jul 15, 2026Updated last month
- 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.
- ☆39Sep 13, 2025Updated 11 months ago
- 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】☆159Mar 25, 2023Updated 3 years ago
- Code for the Book Causal Inference in Python☆390Jan 23, 2024Updated 2 years ago
- "Causality: Models, Reasoning, and Inference-Judea Pearl(2009)"中文翻译及学习笔记☆18Feb 18, 2022Updated 4 years ago
- 教材 Causal Inference: What if 的编译和解读！☆39May 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
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Sklearn-style implementations of Neural Network-based Conditional Average Treatment Effect (CATE) Estimators.☆158Jun 22, 2024Updated 2 years ago
- Implementation of paper DESCN, which is accepted in SIGKDD 2022.☆118Dec 27, 2023Updated 2 years ago
- Code for Colangelo and Lee (2025)☆17Feb 3, 2025Updated last year
- Fixedeffectmodel: panel data modeling in Python☆77Feb 21, 2022Updated 4 years ago
- python implementation of Peng Ding's "First Course in Causal Inference"☆187Jun 6, 2024Updated 2 years ago
- Slides for the Seattle University Causal Inference Class☆152Mar 4, 2021Updated 5 years ago
- Trustworthy AI related projects☆1,133Jun 1, 2026Updated 2 months ago