Awesome Open Source
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The Top 110 Knowledge Graph Open Source Projects

Categories > Content Management > Knowledge Graph
Developer Zero To Mastery ⭐ 2,734
📚 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 ⭐ 2,549
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
Grakn ⭐ 2,489
Grakn Core: The Knowledge Graph
Awesome Network Embedding ⭐ 2,240
A curated list of network embedding techniques.
Athens ⭐ 2,114
Open-Source Networked Thought. The Closed Beta is underway! Join the waitlist via https://forms.gle/9L1D1T7R3G7pvh1e7. Sponsor us to get the beta faster!
Tensorflow Nlp ⭐ 1,467
NLP and Text Generation Experiments in TensorFlow 2.x / 1.x
Ampligraph ⭐ 1,409
Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
Cluedatasetsearch ⭐ 1,399
搜索所有中文NLP数据集，附常用英文NLP数据集
Pytextrank ⭐ 1,385
Python implementation of TextRank for phrase extraction and summarization of text documents
Scm Biz Suite ⭐ 1,238
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。
Stock Knowledge Graph ⭐ 1,100
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
Gitjournal ⭐ 927
Mobile first Note Taking integrated with Git
Contextualise ⭐ 884
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
Nlp Knowledge Graph ⭐ 863
自然语言处理、知识图谱、对话系统三大技术研究与应用。
Kg Demo For Movie ⭐ 841
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。
Graphvite ⭐ 831
GraphVite: A General and High-performance Graph Embedding System
Kbqa Bert ⭐ 791
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
Knowledge Graphs ⭐ 777
A collection of research on knowledge graphs
Chatbot_cn ⭐ 748
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
Recbole ⭐ 688
A unified, comprehensive and efficient recommendation library
Awesome Knowledge Management ⭐ 664
A curated list of amazingly awesome articles, people, applications, software libraries and projects related to the knowledge management space
Tw5 Tiddlymap ⭐ 606
Map drawing and topic visualization for your wiki
Dgl Ke ⭐ 565
High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.
Knowledge_graph_attention_network ⭐ 562
KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019
Research ⭐ 544
novel deep learning research works with PaddlePaddle
Web_kg ⭐ 535
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 ⭐ 534
SentiBridge: A Knowledge Base for Entity-Sentiment Representation
Awesome_chinese_medical_nlp ⭐ 530
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
Knowledge Graph Learning ⭐ 509
A curated list of awesome knowledge graph tutorials, projects and communities.
Atomspace ⭐ 478
The OpenCog (hyper-)graph database and graph rewriting system
Deepke ⭐ 477
基于深度学习的开源中文关系抽取框架
Lightkg ⭐ 429
基于Pytorch和torchtext的知识图谱深度学习框架。
Geistmap ⭐ 421
An experimental personal knowledge base with a focus on connections
Ripplenet ⭐ 415
A tensorflow implementation of RippleNet
Deeppath ⭐ 389
code and docs for my EMNLP paper "DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning"
Kglib ⭐ 383
Grakn Knowledge Graph Library (ML R&D)
Gnn4nlp Papers ⭐ 372
A list of recent papers about Graph Neural Network methods applied in NLP areas.
Dynamic Kg ⭐ 365
Dynamic (Temporal) Knowledge Graph Completion (Reasoning)
Semanticmediawiki ⭐ 353
🔗 Semantic MediaWiki turns MediaWiki into a knowledge management platform with query and export capabilities
Nlp Projects ⭐ 346
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
Awesome Knowledge Graph ⭐ 336
A curated list of Knowledge Graph related learning materials, databases, tools and other resources
Awesome Search ⭐ 321
Awesome Search - this is all about the (e-commerce) search and its awesomeness
Schema Dts ⭐ 320
JSON-LD TypeScript types for Schema.org vocabulary
Ccks2019_el ⭐ 309
CCKS 2019 中文短文本实体链指比赛技术创新奖解决方案
Smore ⭐ 302
SMORe: Modularize Graph Embedding for Recommendation
Dkn ⭐ 299
A tensorflow implementation of DKN (Deep Knowledge-aware Network for News Recommendation)
Casrel ⭐ 295
A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.
Knowledge_representation_pytorch ⭐ 280
Several knowledge graph representation algorithms implemented with pytorch
Dgp ⭐ 270
Rethinking Knowledge Graph Propagation for Zero-Shot Learning, in CVPR 2019
Go Cyber ⭐ 262
A Consensus Supercomputer for computing relevance in web3, built with IPFS, Cosmos-SDK & CUDA #fuckgoogle
Graphbrain ⭐ 257
Language, Knowledge, Cognition
Pykg2vec ⭐ 244
Python library for knowledge graph embedding and representation learning.
Zincbase ⭐ 244
A batteries-included kit for knowledge graphs
Entity_alignment_papers ⭐ 243
Must-read papers on entity alignment published in recent years
Kgcn ⭐ 242
A tensorflow implementation of Knowledge Graph Convolutional Networks
Kg Bert ⭐ 234
KG-BERT: BERT for Knowledge Graph Completion
Kenlg Reading ⭐ 230
Reading list for knowledge-enhanced text generation, with a survey
Knowledge Graph Embeddings ⭐ 224
Implementations of Embedding-based methods for Knowledge Base Completion tasks
Kprn ⭐ 218
Reasoning Over Knowledge Graph Paths for Recommendation
Drkg ⭐ 218
A knowledge graph and a set of tools for drug repurposing
Mkr ⭐ 215
A tensorflow implementation of MKR (Multi-task Learning for Knowledge Graph Enhanced Recommendation)
Bert Attributeextraction ⭐ 214
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。
Re Net ⭐ 209
Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs (EMNLP 2020)
Degdb ⭐ 206
degdb: distributed economic graph database
Learn ⭐ 204
A social network of lifelong learners built around humanity's universal learning map.
Minerva ⭐ 198
Meandering In Networks of Entities to Reach Verisimilar Answers
Recommender System ⭐ 197
A developing recommender system in tensorflow2. Algorithm: UserCF, ItemCF, LFM, SLIM, GMF, MLP, NeuMF, FM, DeepFM, MKR, RippleNet, KGCN and so on.
Multihopkg ⭐ 195
Multi-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout
Knowledge Graph Analysis Programming Exercises ⭐ 192
Exercises for the Analysis of Knowledge Graphs
Agriculture Knowledgegraph Data ⭐ 190
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
Kbgan ⭐ 183
Code for "KBGAN: Adversarial Learning for Knowledge Graph Embeddings" https://arxiv.org/abs/1711.04071
Mspars ⭐ 177
One Shot Relational Learning ⭐ 176
Code for One-shot Relational Learning for Knowledge Graphs (EMNLP18)
Awesome Kgqa ⭐ 171
A collection of some materials of knowledge graph question answering
Mmkb ⭐ 167
Several data modalities for KBs (visual, numerical, temporal, etc.)
Nexus ⭐ 166
Blue Brain Nexus - A knowledge graph for data-driven science
Aser ⭐ 159
ASER (activities, states, events, and their relations), a large-scale eventuality knowledge graph extracted from more than 11-billion-token unstructured textual data.
Nlp4rec Papers ⭐ 158
Paper list of NLP for recommender systems
Topic Db ⭐ 157
TopicDB is a topic maps-based semantic graph store (using PostgreSQL for persistence)
Entity2rec ⭐ 155
entity2rec generates item recommendation using property-specific knowledge graph embeddings
Tutorial Utilizing Kg ⭐ 147
Resources for Tutorial on "Utilizing Knowledge Graphs in Text-centric Information Retrieval"
Nspm ⭐ 147
🤖 Neural SPARQL Machines for Knowledge Graph Question Answering.
Kbpedia ⭐ 146
KBPedia Knowledge Graph & Knowledge Ontology (KKO)
Kobe ⭐ 145
Source code and dataset for KDD 2019 paper "Towards Knowledge-Based Personalized Product Description Generation in E-commerce"
Crslab ⭐ 142
CRSLab is an open-source toolkit for building Conversational Recommender System (CRS).
Zincbase ⭐ 139
A state of the art knowledge base
Renku ⭐ 138
The Renku Project provides a platform and tools for reproducible and collaborative data analysis.
Piggydb ⭐ 130
Piggydb is a Web notebook application that provides you with a platform to build your knowledge personally or collaboratively.
Theographic Bible Metadata ⭐ 126
A knowledge graph of biblical people, places, periods, and passages.
Hyte ⭐ 126
EMNLP 2018: HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding
Biograkn ⭐ 122
BioGrakn Knowledge Graph
Onepiece Kg ⭐ 117
a knowledge graph project for ONEPIECE /《海贼王》知识图谱
Capse ⭐ 112
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)
Graph Parser ⭐ 107
GraphParser is a semantic parser which can convert natural language sentences to logical forms and graphs.
Lic2019 Competition ⭐ 107
2019语言与智能技术竞赛-基于知识图谱的主动聊天
Web Client ⭐ 104
Generic Linked Data browser and UX component framework. Apache license.
Simple ⭐ 103
SimplE Embedding for Link Prediction in Knowledge Graphs
Workbase ⭐ 100
Grakn Workbase (Knowledge IDE)
Kgnn Ls ⭐ 94
A tensorflow implementation of Knowledge-aware Graph Neural Networks with Label Smoothness regularization
Open Semantic Entity Search Api ⭐ 92
Open Source REST API for named entity extraction, named entity linking, named entity disambiguation, recommendation & reconciliation of entities like persons, organizations and places for (semi)automatic semantic tagging & analysis of documents by linked data knowledge graph like SKOS thesaurus, RDF ontology, database(s) or list(s) of names
1-100 of 110 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