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
☆957Mar 16, 2026Updated 6 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.☆3,468Jul 8, 2026Updated 2 months ago
- 因果推理&AB实验相关论文小书库☆252Mar 12, 2023Updated 3 years ago
- Uplift modeling and causal inference with machine learning algorithms☆6,000Aug 20, 2026Updated last month
- ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Inte…☆4,789Updated this week
- An index of algorithms for learning causality with data☆3,284Jan 22, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 陈强高级计量经济学笔记,使用python、matlab实现各模型估计☆147Jul 13, 2020Updated 6 years ago
- EconML/CausalML KDD 2021 Tutorial☆171Aug 23, 2023Updated 3 years ago
- 因果推断相关论文、书籍☆70Feb 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
- DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a uni…☆8,316Updated this week
- A curated list of causal inference libraries, resources, and applications.☆1,189Apr 21, 2026Updated 4 months ago
- Code for paper "Estimating Causal Effects on Networked Observational Data via Representation Learning"☆21May 28, 2023Updated 3 years ago
- 《基本有用的计量经济学》(MUSE)☆136Dec 3, 2021Updated 4 years 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.
- ☆42Jul 28, 2021Updated 5 years ago
- Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.☆1,238Oct 13, 2025Updated 11 months ago
- Causal Inference and Discovery in Python by Packt Publishing☆1,031Jul 15, 2026Updated 2 months ago
- ☆40Sep 13, 2025Updated last year
- Materials Collection for Causal Inference☆49Apr 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
- "Causality: Models, Reasoning, and Inference-Judea Pearl(2009)"中文翻译及学习笔记☆20Feb 18, 2022Updated 4 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
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- 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
- Implementation of paper DESCN, which is accepted in SIGKDD 2022.☆119Dec 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"☆188Jun 6, 2024Updated 2 years ago
- Trustworthy AI related projects☆1,142Sep 12, 2026Updated last week
- Translated notes from Matlab to Python for Dave Backus's Macrofoundations class.☆15Oct 11, 2017Updated 8 years ago
- A curated list of causal reinforcement learning resources.☆112Dec 16, 2023Updated 2 years 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.
- Slides for the Seattle University Causal Inference Class☆152Mar 4, 2021Updated 5 years ago
- Code for the WSDM '20 paper, Learning Individual Causal Effects from Networked Observational Data.☆78Jul 8, 2021Updated 5 years ago
- Causal Inference: What If. R and Stata code for Exercises☆96Jul 17, 2026Updated 2 months ago
- A Python package for modular causal inference analysis and model evaluations☆836May 26, 2026Updated 3 months ago
- ANN-based Expectations Algorithm applied to the Neoclassical Investment Model☆10Mar 15, 2023Updated 3 years ago
- Causal Inference Crash Course for Scientists - contains slides and Jupyter notebooks☆130Sep 12, 2026Updated last week
- Online exercise classes for the course "Social Data Science: Econometrics and Machine Learning"☆12Jun 18, 2020Updated 6 years ago