xieliaing / CausalInferenceIntro
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
☆731Updated last year
Alternatives and similar repositories for CausalInferenceIntro:
Users that are interested in CausalInferenceIntro are comparing it to the libraries listed below
- 因果推理&AB实验相关论文小书库☆221Updated 2 years ago
- 《数据科学工程实践》一书的Jupyter Notebook库,以及交流园地。☆140Updated 3 years ago
- Fixedeffectmodel: panel data modeling in Python☆77Updated 3 years ago
- 因果推断相关论文、 书籍☆47Updated 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☆122Updated 4 years ago
- A curated list of causal inference libraries, resources, and applications.☆943Updated last week
- 把因果思维融入机器学习中☆79Updated 5 years ago
- EconML/CausalML KDD 2021 Tutorial☆161Updated last year
- 🛠 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】☆126Updated last year
- YLearn, a pun of "learn why", is a python package for causal inference☆413Updated 6 months ago
- Must-read papers and resources related to causal inference and machine (deep) learning☆698Updated 2 years ago
- ☆39Updated 3 years ago
- Causal Discovery in Python. It also includes (conditional) independence tests and score functions.☆1,294Updated this week
- Mono repo for the PhD course AI for Business Research (DSME 6635, S24)☆100Updated 2 months ago
- 连玉君老师的stata程序、讲义和培训资料☆86Updated 2 years ago
- 《基本有用的计量经济学》(MUSE)☆118Updated 3 years ago
- A practical feature engineering handbook☆323Updated 4 years ago
- ☆34Updated 2 years ago
- Extensive tutorials for learning how to build deep learning models for causal inference (HTE) using selection on observables in Tensorflo…☆313Updated 4 months ago
- ☆262Updated 2 years ago
- ☆69Updated 3 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
- 《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。☆99Updated 2 years ago
- python implementation of Peng Ding's "First Course in Causal Inference"☆160Updated 9 months ago
- A causal tree method (Causal Tree Learn (CTL)) for heterogeneous treatment effects in Python☆62Updated last year
- A data index for learning causality.☆461Updated last year
- This is the notes of the way of machine learning study. You may find something useful in it.☆543Updated last week
- We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NU…☆512Updated 2 years ago
- Mathematical derivation and pure Python code implementation of machine learning algorithms.☆1,524Updated 5 months ago
- 关于causal discovery, invariant learning, machine learning等方向的论文阅读笔记和slides总结☆28Updated 3 months ago