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causal_inference_python_code

内容讲解 + Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins

causaldeconv

Learning Casual Deconvolution From Zero to All

causality4ml

把因果思维融入机器学习中

causalml-lecturenotes

Lecture notes for the Causality in Machine Learning course

causalmlcourse

A course on causal machine learning.

causalmluber

Uplift modeling and causal inference with machine learning algorithms

dikw

Unleash the power of our wildly DIKW toolkit, designed to be the ultimate user-friendly solution for causality inference, offering unparalleled flexibility, extensibility, and deep learning support, all with the ambition to become a top-notch Causal ChatGPT.

dowhy_zh

DoWhy是用于因果推断的Python库，它支持对因果假设进行显式建模和验证。DoWhy基于用于因果推理的统一语言，结合了因果图模型和潜结果框架。

econml_grf

grf 解读

iclr2022_stats

jmlr-style-file

LaTeX style file for the Journal of Machine Learning Research

pytorch_geometric

图深度网络 PyTorch Geometric 中文编译

rethinking-pyro

Statistical Rethinking with PyTorch and Pyro

why

Unleash the power of our wildly innovative Why toolkit, designed to be the ultimate user-friendly solution for causality inference, offering unparalleled flexibility, extensibility, and deep learning support, all with the ambition to become a top-notch Causal ChatGPT.