Natural Language Processing Tutorial for Deep Learning Researchers

PyTorch deep learning models for text processing

LevelDB 源码剖析

100+ Chinese Word Vectors 上百种预训练中文词向量

Must-read papers on Recommender System.

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

just some code snippet

Event Time Extraction with a Decision Tree of Neural Classifiers

PyTorch tutorials demonstrating modern techniques with readable code

A curated list of papers, code and resources pertaining to zero shot learning

Matlab code for machine learning algorithms in book PRML

course work for CMU DB_15445

Google AI 2018 BERT pytorch implementation

Tinyhttpd 是J. David Blackstone在1999年写的一个不到 500 行的超轻量型 Http Server，用来学习非常不错，可以帮助我们真正理解服务器程序的本质。官网:http://tinyhttpd.sourceforge.net

Source code for several Metanome data profiling algorithms

📚 免费的计算机编程类中文书籍，欢迎投稿

A natural language modeling framework based on PyTorch

Repository for RuDiK, a system for discovering declarative logical rules over RDF Knowledge Bases

PRML algorithms implemented in Python

CMU的数据库系统课程

AI Challenger, a platform for open datasets and programming competitions to artificial intelligence (AI) talents around the world. https://challenger.ai/

My PyTorch implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.

Multi-language Char RNN for TensorFlow >= 1.2.

A micro microbenchmarking library for C++11 in a single header file

分布式系统学习-主要参考MIT课程《Distributed Systems 》

CTR prediction using FM FFM and DeepFM

TPC-H Query 01 Implementation Optimized for CPU-GPU co-processing