junjiedong

GNNPapers

Must-read papers on graph neural networks (GNN)

javascript

JavaScript Style Guide

lac

百度NLP：分词，词性标注，命名实体识别，词重要性

cs224u

Code for Stanford CS224u

QANet_dureader

QANet+DuReader中文机器阅读理解

pkuseg-python

pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation

snownlp

Python library for processing Chinese text

deepnlp

Deep Learning NLP Pipeline implemented on Tensorflow

xmnlp

xmnlp：提供中文分词, 词性标注, 命名体识别，情感分析，文本纠错，文本转拼音，文本摘要，偏旁部首，句子表征及文本相似度计算等功能

jieba

结巴中文分词

drqa-webui

DrQA Web UI

awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

DuReader

Baseline Systems of DuReader Dataset

BanditsBook

Code for my book on Multi-Armed Bandit Algorithms

elasticsearch

Free and Open, Distributed, RESTful Search Engine

natural-questions

Natural Questions (NQ) contains real user questions issued to Google search, and answers found from Wikipedia by annotators. NQ is designed for the training and evaluation of automatic question answering systems.

cvxpy

A Python-embedded modeling language for convex optimization problems.

awesome-distributed-systems

A curated list to learn about distributed systems

markdown-syntax

:ant: Markdown 语法详解。

learn-regex-zh

:cn: 翻译: 学习正则表达式的简单方法

RLSeq2Seq

Deep Reinforcement Learning For Sequence to Sequence Models

DecisionTrees

Seminar work "Decision Trees - An Introduction" with presentation, seminar paper, and Python implementation

active-qa

kaggletils

EffectiveTensorflow

TensorFlow tutorials and best practices.

catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

tffm

TensorFlow implementation of an arbitrary order Factorization Machine

Made-With-ML

Learn how to design, develop, deploy and iterate on production-grade ML applications.

CS-Notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

NLP-progress

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.