Stars
Classical equations and diagrams in machine learning
A simple and retro styled Hexo theme, concentrated more on your ideas.
An elegant, powerful, easy-to-read Hexo theme.
💖 A curated list of awesome things related to docsify
🃏 A magical documentation site generator.
The world’s fastest framework for building websites.
🇨🇳最全最新中国【省、市、区县、乡镇街道】json,csv,sql数据
Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）
A notebook of awesome privacy protection,federated learning, fairness and blockchain research materials.
Code for the paper "Group-Fairness in Influence Maximization"
Merge or Not? Learning to Group Faces via Imitation Learning
Code for paper "End-to-End Reinforcement Learning for Automatic Taxonomy Induction", ACL 2018
Causal Explanation (CXPlain) is a method for explaining the predictions of any machine-learning model.
A every-so-often-updated collection of every causality + machine learning paper submitted to arXiv in the recent past.
Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.
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 go…
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Graphical analysis of structural causal models / graphical causal models.
Homepage for Wikimedia Research organization on GitHub
The Identification and Estimation of Direct and Indirect Effects in A/B Tests through Causal Mediation Analysis
An Industrial Grade Federated Learning Framework