xieliaing / CausalInferenceIntroLinks
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
☆880Updated 3 months ago
Alternatives and similar repositories for CausalInferenceIntro
Users that are interested in CausalInferenceIntro are comparing it to the libraries listed below
Sorting:
- 因果推理&AB实验相关论文小书库☆243Updated 2 years ago
- 《数据科学工程实践》一书的Jupyter Notebook库,以及交流园地。☆149Updated 4 years ago
- YLearn, a pun of "learn why", is a python package for causal inference☆432Updated 6 months ago
- 因果推断相关论文、书籍☆61Updated 4 years ago
- Causal Inference handbook|学习因果推断的轻松指南☆52Updated 2 weeks 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】☆149Updated 2 years ago
- ☆41Updated 4 years ago
- Fixedeffectmodel: panel data modeling in Python☆78Updated 3 years ago
- A curated list of causal inference libraries, resources, and applications.☆1,075Updated last week
- Must-read papers and resources related to causal inference and machine (deep) learning☆744Updated 3 years ago
- Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.☆18Updated 6 years ago
- ☆72Updated 4 years ago
- 陈强高级计量经济学笔记,使用python、matlab实现各模型估计☆135Updated 5 years ago
- EconML/CausalML KDD 2021 Tutorial☆167Updated 2 years ago
- Causal Discovery in Python. It also includes (conditional) independence tests and score functions.☆1,522Updated last week
- Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins☆1,333Updated 3 years ago
- Causal Inference and Discovery in Python by Packt Publishing☆972Updated 2 weeks ago
- ☆36Updated 3 months ago
- ☆287Updated 3 years ago
- Mono repo for the PhD course AI for Business Research (DSME 6635, S24)☆110Updated 3 weeks ago
- Extensive tutorials for learning how to build deep learning models for causal inference (HTE) using selection on observables in Tensorflo…☆340Updated last year
- Implement PC algorithm in Python | PC 算法的 Python 实现☆118Updated 2 years ago
- Code for the Book Causal Inference in Python☆357Updated last year
- Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.☆3,183Updated 3 months ago
- 《智能风控实践指南:从模型、特征到决策》代码。 《智能风控实践指南:从模型、特征到决策》书籍配套Python代码。☆129Updated 3 years ago
- A causal tree method (Causal Tree Learn (CTL)) for heterogeneous treatment effects in Python☆67Updated last year
- 《基本有用的计量经济学》(MUSE)☆130Updated 4 years ago
- Python implementation of Shapley value for multi touch attribution modeling☆28Updated 4 years ago
- 把因果思维融入机器学习中☆81Updated 6 years ago
- 《机器学习:软件工程方法与实现》Method and implementation of machine learning software engineering☆186Updated 2 years ago