shanwf's repositories
Complex-Network
复杂网络研究资源整理和基础知识学习
GitHub-Chinese-Top-Charts
:cn: GitHub中文排行榜，帮助你发现高分优秀中文项目、更高效地吸收国人的优秀经验成果；榜单每周更新一次，敬请关注！
GraphScope
GraphScope: A One-Stop Large-Scale Graph Computing System from Alibaba
pytorch-book
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation
awesome-graph-classification
A collection of important graph embedding, classification and representation learning papers with implementations.
ChineseGLUE
Language Understanding Evaluation benchmark for Chinese: datasets, baselines, pre-trained models,corpus and leaderboard
CLUE
Language Understanding Evaluation benchmark for Chinese: datasets, baselines, pre-trained models,corpus and leaderboard
deepke
基于深度学习的开源中文关系抽取框架
DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
graph4nlp
Graph4nlp is the library for the easy use of Graph Neural Networks for NLP
InteractiveGraph
InteractiveGraph provides a web-based interactive visualization and analysis framework for large graph data, which may come from a GSON file, or an online Neo4j graph database. InteractiveGraph also provides applications built on the framework: GraphNavigator, GraphExplorer and RelFinder.
InterpretableMLBook
《可解释的机器学习--黑盒模型可解释性理解指南》，该书为《Interpretable Machine Learning》中文版
Jiagu
Jiagu深度学习自然语言处理工具 知识图谱关系抽取 中文分词 词性标注 命名实体识别 情感分析 新词发现 关键词 文本摘要 文本聚类
lihang-code
《统计学习方法》的代码实现
machine-learning-yearning-cn
Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著
MatchZoo
Facilitating the design, comparison and sharing of deep text matching models.
microservice-scaffold
基于Spring Cloud（Greenwich.SR2）搭建的微服务脚手架（适用于在线系统），已集成注册中心（Nacos Config）、配置中心（Nacos Discovery）、认证授权（Oauth 2 + JWT）、日志处理（ELK + Kafka）、限流熔断（AliBaba Sentinel）、应用指标监控（Prometheus + Grafana）、调用链监控（Pinpoint）、以及Spring Boot Admin。
NLP_ability
总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括各种基础知识，工程能力等等，提升核心竞争力
nndl.github.io
《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning
OpenHGNN
This is an open-source toolkit for Heterogeneous Graph Neural Network(OpenHGNN) based on DGL.
Paddle
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
powerful-gnns
How Powerful are Graph Neural Networks?
pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
Python-100-Days
Python - 100天从新手到大师
PyTorch-BigGraph
Generate embeddings from large-scale graph-structured data.
rlcard-showdown
Leaderboard and Visualization for RLCard