📚 Freely available programming books

Fast and flexible AutoML with learning guarantees.

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 ;)

High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI …

Must-read papers on network representation learning (NRL) / network embedding (NE)

A Detailed Cplusplus Concurrency Tutorial 《C 并发编程指南》

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

Learning embeddings for classification, retrieval and ranking.

An Open Source Machine Learning Framework for Everyone

Matrix Shadow:Lightweight CPU/GPU Matrix and Tensor Template Library in C /CUDA for (Deep) Machine Learning

本项目曾冲到全球第一，干货集锦见本页面最底部，另完整精致的纸质版《编程之法：面试和算法心得》已在京东/当当上销售

Caffe: a fast open framework for deep learning.

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

Embedded in the moodle UI to guide new teachers