Awesome Open Source
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The Top 126 Knowledge Graph Open Source Projects

Categories > Content Management > Knowledge Graph
Athens ⭐ 4,613
Free self-hosted desktop app: https://github.com/athensresearch/athens/releases; Paid tiers available through https://opencollective.com/athens; Try the demo at https://athensresearch.github.io/athens; Docs viewable at https://app.gitbook.com/@athensresearch/s/handbook/
Developer Zero To Mastery ⭐ 2,821
📚 To Be Professional Developer From Zero To Mastery, Interactive MindMap, RoadMap(Learning Path/Interview Questions), xCompass, Weekly for Developer, to Learn Everything in ITCS 💫 程序员的技术视野、知识管理与职业规划，提高个人与团队的研发效能
Agriculture_knowledgegraph ⭐ 2,737
农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策
Typedb ⭐ 2,729
TypeDB: a strongly-typed database
Awesome Network Embedding ⭐ 2,310
A curated list of network embedding techniques.
Cluedatasetsearch ⭐ 1,773
搜索所有中文NLP数据集，附常用英文NLP数据集
Pytextrank ⭐ 1,549
Python implementation of TextRank for phrase extraction and summarization of text documents
Ampligraph ⭐ 1,524
Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
Tensorflow Nlp ⭐ 1,476
NLP and Text Generation Experiments in TensorFlow 2.x / 1.x
Scm Biz Suite ⭐ 1,413
供应链中台系统基础版，集成零售管理, 电子商务, 供应链管理, 财务管理, 车队管理, 仓库管理, 人员管理, 产品管理, 订单管理, 会员管理, 连锁店管理, 加盟管理, 前端React/Ant Design, 后端Java Spring+自有开源框架，全面支持MySQL, PostgreSQL, 全面支持国产数据库南大通用GBase 8s,通过REST接口调用，前后端完全分离。
Gitjournal ⭐ 1,384
Mobile first Note Taking integrated with Git
Stock Knowledge Graph ⭐ 1,252
利用网络上公开的数据构建一个小型的证券知识图谱/知识库
Recbole ⭐ 1,037
A unified, comprehensive and efficient recommendation library
Nlp Knowledge Graph ⭐ 958
自然语言处理、知识图谱、对话系统三大技术研究与应用。
Knowledge Graphs ⭐ 943
A collection of research on knowledge graphs
Kg Demo For Movie ⭐ 926
从无到有构建一个电影知识图谱，并基于该KG，开发一个简易的KBQA程序。
Kbqa Bert ⭐ 924
基于知识图谱的问答系统，BERT做命名实体识别和句子相似度，分为online和outline模式
Graphvite ⭐ 913
GraphVite: A General and High-performance Graph Embedding System
Contextualise ⭐ 910
Contextualise is a simple but effective tool particularly suited for organising information-heavy projects and activities consisting of unstructured and widely diverse data and information resources
Awesome Knowledge Management ⭐ 866
A curated list of amazingly awesome articles, people, applications, software libraries and projects related to the knowledge management space
Chatbot_cn ⭐ 843
基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口
Research ⭐ 801
novel deep learning research works with PaddlePaddle
Notes ⭐ 786
Resources to learn more about Machine Learning and Artificial Intelligence
Awesome_chinese_medical_nlp ⭐ 739
中文医学NLP公开资源整理：术语集/语料库/词向量/预训练模型/知识图谱/命名实体识别/QA/信息抽取/模型/论文/etc
Dgl Ke ⭐ 703
High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.
Knowledge_graph_attention_network ⭐ 652
KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019
Protege ⭐ 649
Protege Desktop
Tw5 Tiddlymap ⭐ 641
Map drawing and topic visualization for your wiki
Deepke ⭐ 607
基于深度学习的开源中文关系抽取框架
Web_kg ⭐ 587
爬取百度百科中文页面，抽取三元组信息，构建中文知识图谱
Sentibridge ⭐ 557
SentiBridge: A Knowledge Base for Entity-Sentiment Representation
Knowledge Graph Learning ⭐ 543
A curated list of awesome knowledge graph tutorials, projects and communities.
Graphin ⭐ 524
A React toolkit for graph visualization based on G6
Gnn4nlp Papers ⭐ 522
A list of recent papers about Graph Neural Network methods applied in NLP areas.
Atomspace ⭐ 515
The OpenCog (hyper-)graph database and graph rewriting system
Awesome Search ⭐ 483
Awesome Search - this is all about the (e-commerce) search and its awesomeness
Lightkg ⭐ 476
基于Pytorch和torchtext的知识图谱深度学习框架。
Webprotege ⭐ 464
The webprotege code base
Ripplenet ⭐ 463
A tensorflow implementation of RippleNet
Awesome Knowledge Graph ⭐ 445
A curated list of Knowledge Graph related learning materials, databases, tools and other resources
Kglib ⭐ 430
Grakn Knowledge Graph Library (ML R&D)
Geistmap ⭐ 429
An experimental personal knowledge base with a focus on connections
Dynamic Kg ⭐ 416
Dynamic (Temporal) Knowledge Graph Completion (Reasoning)
Deeppath ⭐ 409
code and docs for my EMNLP paper "DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning"
Casrel ⭐ 380
A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.
Semanticmediawiki ⭐ 373
🔗 Semantic MediaWiki turns MediaWiki into a knowledge management platform with query and export capabilities
Nlp Projects ⭐ 369
word2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, information extraction (i.e., entity, relation and event extraction), knowledge graph, text generation, network embedding
Schema Dts ⭐ 362
JSON-LD TypeScript types for Schema.org vocabulary
Ccks2019_el ⭐ 348
CCKS 2019 中文短文本实体链指比赛技术创新奖解决方案
Graphbrain ⭐ 328
Language, Knowledge, Cognition
Dkn ⭐ 327
A tensorflow implementation of DKN (Deep Knowledge-aware Network for News Recommendation)
Smore ⭐ 323
SMORe: Modularize Graph Embedding for Recommendation
Pykg2vec ⭐ 313
Python library for knowledge graph embedding and representation learning.
Entity_alignment_papers ⭐ 297
Must-read papers on entity alignment published in recent years
Knowledge_representation_pytorch ⭐ 293
Several knowledge graph representation algorithms implemented with pytorch
Kenlg Reading ⭐ 286
Reading list for knowledge-enhanced text generation, with a survey
Dgp ⭐ 283
Rethinking Knowledge Graph Propagation for Zero-Shot Learning, in CVPR 2019
Go Cyber ⭐ 279
Your 🔵 Superintelligence
Kg Bert ⭐ 279
KG-BERT: BERT for Knowledge Graph Completion
Kgcn ⭐ 277
A tensorflow implementation of Knowledge Graph Convolutional Networks
Recommender System ⭐ 275
A developing recommender system in tensorflow2. Algorithm: UserCF, ItemCF, LFM, SLIM, GMF, MLP, NeuMF, FM, DeepFM, MKR, RippleNet, KGCN and so on.
Drkg ⭐ 264
A knowledge graph and a set of tools for drug repurposing
Re Net ⭐ 252
Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs (EMNLP 2020)
Zincbase ⭐ 251
A batteries-included kit for knowledge graphs
Learn ⭐ 247
A social network of lifelong learners built around humanity's universal learning map.
Knowledge Graph Embeddings ⭐ 228
Implementations of Embedding-based methods for Knowledge Base Completion tasks
Bert Attributeextraction ⭐ 226
USING BERT FOR Attribute Extraction in KnowledgeGraph. fine-tuning and feature extraction. 使用基于bert的微调和特征提取方法来进行知识图谱百度百科人物词条属性抽取。
Kprn ⭐ 225
Reasoning Over Knowledge Graph Paths for Recommendation
Mkr ⭐ 223
A tensorflow implementation of MKR (Multi-task Learning for Knowledge Graph Enhanced Recommendation)
Knowledge Graph Analysis Programming Exercises ⭐ 222
Exercises for the Analysis of Knowledge Graphs
Crslab ⭐ 214
CRSLab is an open-source toolkit for building Conversational Recommender System (CRS).
Minerva ⭐ 213
Meandering In Networks of Entities to Reach Verisimilar Answers
Awesome Kgqa ⭐ 212
A collection of some materials of knowledge graph question answering
Degdb ⭐ 208
degdb: distributed economic graph database
Agriculture Knowledgegraph Data ⭐ 208
对知识库Wikidata的爬虫以及数据处理脚本 将三元组关系对齐到语料库的脚本 获取知识图谱数据的脚本
Multihopkg ⭐ 207
Multi-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout
Tiddlygit Desktop ⭐ 201
TiddlyGit is an auto-git-backup, privatcy-in-mind, freely-deployed Tiddlywiki knowledgement Desktop app, with local REST API. (Under active development, see website below for details!!) 「太记」是一个基于「太微 TiddlyWiki」的知识管理桌面应用，能自动用Git备份、保护隐私内容、部署为博客，且可通过RESTAPI与Anki等应用连接。（迭代开发中欢迎试用，开发进度见下方链接）
Aser ⭐ 195
ASER (Activities, States, Events, and their Relations): a large-scale weighted eventuality knowledge graph.
Kbgan ⭐ 188
Code for "KBGAN: Adversarial Learning for Knowledge Graph Embeddings" https://arxiv.org/abs/1711.04071
One Shot Relational Learning ⭐ 187
Code for One-shot Relational Learning for Knowledge Graphs (EMNLP18)
Mmkb ⭐ 186
Several data modalities for KBs (visual, numerical, temporal, etc.)
Nexus ⭐ 181
Blue Brain Nexus - A knowledge graph for data-driven science
Mspars ⭐ 178
Gamextech ⭐ 174
A web-based knowledge management system for visualizing game related technologies.
Nlp4rec Papers ⭐ 173
Paper list of NLP for recommender systems
Topic Db ⭐ 171
TopicDB is a topic maps-based semantic graph store (using PostgreSQL for persistence)
Entity2rec ⭐ 165
entity2rec generates item recommendation using property-specific knowledge graph embeddings
Nspm ⭐ 161
🤖 Neural SPARQL Machines for Knowledge Graph Question Answering.
Kbpedia ⭐ 160
KBPedia Knowledge Graph & Knowledge Ontology (KKO)
Kglab ⭐ 160
Graph-Based Data Science: an abstraction layer in Python for building knowledge graphs, integrated with popular graph libraries – atop Pandas, RDFlib, pySHACL, RAPIDS, NetworkX, iGraph, PyVis, pslpython, pyarrow, etc.
Kobe ⭐ 157
Source code and dataset for KDD 2019 paper "Towards Knowledge-Based Personalized Product Description Generation in E-commerce"
Biograkn ⭐ 154
BioGrakn Knowledge Graph
Tutorial Utilizing Kg ⭐ 151
Resources for Tutorial on "Utilizing Knowledge Graphs in Text-centric Information Retrieval"
Zincbase ⭐ 149
A state of the art knowledge base
Renku ⭐ 146
The Renku Project provides a platform and tools for reproducible and collaborative data analysis.
Hyte ⭐ 137
EMNLP 2018: HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding
Theographic Bible Metadata ⭐ 133
A knowledge graph of biblical people, places, periods, and passages.
Paragon ⭐ 132
Red Team engagement platform with the goal of unifying offensive tools behind a simple UI
Piggydb ⭐ 131
Piggydb is a Web notebook application that provides you with a platform to build your knowledge personally or collaboratively.
Datasets_knowledge_embedding ⭐ 130
Datasets for Knowledge Graph Completion with textual information about the entities
1-100 of 126 projects
Advertising 📦 10
All Projects
Application Programming Interfaces 📦 124
Applications 📦 192
Artificial Intelligence 📦 78
Blockchain 📦 73
Build Tools 📦 113
Cloud Computing 📦 80
Code Quality 📦 28
Collaboration 📦 32
Command Line Interface 📦 49
Community 📦 83
Companies 📦 60
Compilers 📦 63
Computer Science 📦 80
Configuration Management 📦 42
Content Management 📦 175
Control Flow 📦 213
Data Formats 📦 78
Data Processing 📦 276
Data Storage 📦 135
Economics 📦 64
Frameworks 📦 215
Games 📦 129
Graphics 📦 110
Hardware 📦 152
Integrated Development Environments 📦 49
Learning Resources 📦 166
Legal 📦 29
Libraries 📦 129
Lists Of Projects 📦 22
Machine Learning 📦 347
Mapping 📦 64
Marketing 📦 15
Mathematics 📦 55
Media 📦 239
Messaging 📦 98
Networking 📦 315
Operating Systems 📦 89
Operations 📦 121
Package Managers 📦 55
Programming Languages 📦 245
Runtime Environments 📦 100
Science 📦 42
Security 📦 396
Social Media 📦 27
Software Architecture 📦 72
Software Development 📦 72
Software Performance 📦 58
Software Quality 📦 133
Text Editors 📦 49
Text Processing 📦 136
User Interface 📦 330
User Interface Components 📦 514
Version Control 📦 30
Virtualization 📦 71
Web Browsers 📦 42
Web Servers 📦 26
Web User Interface 📦 210