《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

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 …

ANTLR (ANother Tool for Language Recognition) is a powerful parser generator for reading, processing, executing, or translating structured text or binary files.

😮 互联网 Java 工程师进阶知识完全扫盲

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

2018 JDDC对话大赛亚军解决方案

Deep learning system course

PyTorch implementation of the Quasi-Recurrent Neural Network - up to 16 times faster than NVIDIA's cuDNN LSTM

Guice (pronounced 'juice') is a lightweight dependency injection framework for Java 6 and above, brought to you by Google.

Probabilistic Modeling Toolkit for Matlab/Octave.

TensorFlow code and pre-trained models for BERT

Must-read papers on Machine Reading Comprehension

A large annotated semantic parsing corpus for developing natural language interfaces.

A core knowledge that most Java programmers need to master

Toy Python implementation of http://www-nlp.stanford.edu/projects/glove/

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

Semantic Parser with Execution

👨‍🎓 Java Core Sprout : basic, concurrent, algorithm

Summary of deep learning models for dialog systems

Models and examples built with TensorFlow

中华新华字典数据库。包括歇后语，成语，词语，汉字。提供新华字典API。

BiMPM: Bilateral Multi-Perspective Matching for Natural Language Sentences

A module for E-mail Summarization which uses clustering of skip-thought sentence embeddings.

越来越多的网站具有反爬虫特性，有的用图片隐藏关键数据，有的使用反人类的验证码，建立反反爬虫的代码仓库，通过与不同特性的网站做斗争（无恶意）提高技术。（欢迎提交难以采集的网站）（因工作原因，项目暂停）

The ultimate Vim configuration: vimrc

Easy Machine Learning is a general-purpose dataflow-based system for easing the process of applying machine learning algorithms to real world tasks.

🌳从中文文本中自动提取关键词和摘要

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

Implementation of various string similarity and distance algorithms: Levenshtein, Jaro-winkler, n-Gram, Q-Gram, Jaccard index, Longest Common Subsequence edit distance, cosine similarity ...