causality

#计算机科学#DoWhy是微软开发的一个用于因果推断的Python库，旨在引发因果关系思考和分析

#计算机科学#Next generation of automated data exploratory analysis and visualization platform.

#计算机科学#ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goal...

An index of algorithms for learning causality with data

Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.

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

#时序数据库#Causal Discovery in Python. It also includes (conditional) independence tests and score functions.

翻译 - Tetrad Java 代码的 Python 翻译（和扩展）。

#计算机科学#关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记

[Embodied-AI-Survey-2024] Paper list and projects for Embodied AI

#算法刷题#Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.

Eliot: the logging system that tells you *why* it happened

#自然语言处理#Curated research at the intersection of causal inference and natural language processing.

#计算机科学#A Python package for modular causal inference analysis and model evaluations

#计算机科学#❗ uplift modeling in scikit-learn style in python 🐍

#计算机科学#The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalML

#计算机科学#We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NUS) and LDS (USTC) by week.

#计算机科学#Temporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series

Causal Inference for The Brave and True 책의 한국어 번역 자료입니다.

YLearn, a pun of "learn why", is a python package for causal inference

#计算机科学#Python package for causal discovery based on LiNGAM.