Repository for the Tetrad Project, www.phil.cmu.edu/tetrad.

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…

An index of algorithms for learning causality with data

❗ This is a read-only mirror of the CRAN R package repository. pcalg — Methods for Graphical Models and Causal Inference. Homepage: http://pcalg.r-forge.r-project.org/

Working repository for Causal Tree and extensions

❗ This is a read-only mirror of the CRAN R package repository. IMaGES — Independent Multiple-Sample Greedy Equivalence Search Implementation

免费的Kindle电子书资源，不定期更新...

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

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

Topic Modelling for Humans

Code for a variety of nonlinear conditional independence tests and 'nonlinear Invariant Causal Prediction' to estimate the causal parents of a given target variable from data collected in different…

🦆 Use NLP to go beyond vanilla word2vec

Tools for causal analysis

CPDAG Estimation using PC-Algorithm

Alluxio, formerly Tachyon, Unify Data at Memory Speed

2017研究生MapReduce课程pr任务分配

Variational Inference/Variational AutoEncoder + Gaussian Mixtures implementation in zhusuan

Chinese translation of the Github Help(https://help.github.com/index.html) and the other article collection. 《Github 帮助文档》 中文翻译（包含了官方文档以及其他文章）。

sublime-text

Deep Learning Book Chinese Translation

Method to transform a PAG to its full Markov equivalent set of ADMGs

Node.Js、Golang、Machine Learning、PostgreSQL、Deep Learning

Enron Email Sentiment Analysis Project

Repo for Simulating Basketball Games

Using raw data of Enron spam datasets to create a corpus using python, nltk and shell script.