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The Top 605 Knowledge Graph Open Source Projects on Github

Categories > Content Management > Knowledge Graph
Logseq ⭐ 6,729
A privacy-first, open-source platform for knowledge management and collaboration. Desktop app download link: https://github.com/logseq/logseq/releases, roadmap: https://trello.com/b/8txSM12G/roadmap
Athens ⭐ 5,268
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/
Typedb ⭐ 2,897
TypeDB: a strongly-typed database
Developer Zero To Mastery ⭐ 2,866
📚 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 ⭐ 2,776
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
Awesome Network Embedding ⭐ 2,218
A curated list of network embedding techniques.
Siyuan ⭐ 2,139
📕 思源笔记是一款本地优先的个人知识管理系统， 支持细粒度块级引用和 Markdown 所见即所得。SiYuan is a local-first personal knowledge management system, supports fine-grained block-level reference, and Markdown WYSIWYG.
Pytextrank ⭐ 1,630
Python implementation of TextRank for phrase extraction and summarization of text documents
Gitjournal ⭐ 1,627
Mobile first Note Taking integrated with Git
Ampligraph ⭐ 1,594
Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
Scm Biz Suite ⭐ 1,569
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。
Terminusdb ⭐ 1,557
TerminusDB is an open source knowledge graph and document store. Use it to build versioned data products.
Tensorflow Nlp ⭐ 1,479
NLP and Text Generation Experiments in TensorFlow 2.x / 1.x
Recbole ⭐ 1,330
A unified, comprehensive and efficient recommendation library
Research ⭐ 1,003
novel deep learning research works with PaddlePaddle
Knowledge Graphs ⭐ 1,000
A collection of research on knowledge graphs
Kg Demo For Movie ⭐ 963
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。
Nlp Knowledge Graph ⭐ 949
自然语言处理、知识图谱、对话系统三大技术研究与应用。
Contextualise ⭐ 913
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_chinese_medical_nlp ⭐ 908
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
Stock Knowledge Graph ⭐ 896
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
Chatbot_cn ⭐ 850
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
Graphvite ⭐ 831
GraphVite: A General and High-performance Graph Embedding System
Dgl Ke ⭐ 759
High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.
Deepke ⭐ 698
DeepKE是一个支持低资源、长篇章的开源知识抽取工具，具备命名实体识别、关系抽取和属性抽取等功能。
Cluedatasetsearch ⭐ 674
搜索所有中文NLP数据集，附常用英文NLP数据集
Tw5 Tiddlymap ⭐ 665
Map drawing and topic visualization for your wiki
Protege ⭐ 664
Protege Desktop
Knowledgegraph ⭐ 610
史上最大规模1.4亿知识图谱数据免费下载，知识图谱，通用知识图谱，融合了两千五百多万的实体，拥有亿级别的实体属性关系。
Graphin ⭐ 586
A React toolkit for graph visualization based on G6
Pykeen ⭐ 564
🤖 A Python library for learning and evaluating knowledge graph embeddings
Awesome Search ⭐ 564
Awesome Search - this is all about the (e-commerce) search and its awesomeness
Gnn4nlp Papers ⭐ 556
A list of recent papers about Graph Neural Network methods applied in NLP areas.
Atomspace ⭐ 554
The OpenCog (hyper-)graph database and graph rewriting system
Awesome Knowledge Graph ⭐ 524
A curated list of Knowledge Graph related learning materials, databases, tools and other resources
Kbqa Bert ⭐ 522
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 Graph Learning ⭐ 517
A curated list of awesome knowledge graph tutorials, projects and communities.
Sentibridge ⭐ 488
SentiBridge: A Knowledge Base for Entity-Sentiment Representation
Rubrix ⭐ 475
✨A Python framework to explore, label, and monitor data for NLP projects
Kglib ⭐ 464
Grakn Knowledge Graph Library (ML R&D)
Casrel ⭐ 440
A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.
Web_kg ⭐ 435
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
Knowledge_graph_attention_network ⭐ 434
KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019
Schema Dts ⭐ 392
JSON-LD TypeScript types for Schema.org vocabulary
Semanticmediawiki ⭐ 390
🔗 Semantic MediaWiki turns MediaWiki into a knowledge management platform with query and export capabilities
Geistmap ⭐ 383
An experimental personal knowledge base with a focus on connections
Graphbrain ⭐ 370
Language, Knowledge, Cognition
Lightkg ⭐ 362
基于Pytorch和torchtext的知识图谱深度学习框架，包含知识表示学习、实体识别与链接、实体关系抽取、事件检测与抽取、知识存储与查询、知识推理六大功能模块，已实现了命名实体识别、关系抽取、事件抽取、表示学习等功能。框架功能丰富，开箱可用，极易上手！基本都是学习他人实现然后自己修改融合到框架中，没有细致调参，且有不少Bug～
Ripplenet ⭐ 347
A tensorflow implementation of RippleNet
Nlp Projects ⭐ 345
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
Deeppath ⭐ 341
code and docs for my EMNLP paper "DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning"
Dynamic Kg ⭐ 327
Dynamic (Temporal) Knowledge Graph Completion (Reasoning)
Smore ⭐ 323
SMORe: Modularize Graph Embedding for Recommendation
Entity_alignment_papers ⭐ 321
Must-read papers on entity alignment published in recent years
Kenlg Reading ⭐ 310
Reading list for knowledge-enhanced text generation, with a survey
Drkg ⭐ 299
A knowledge graph and a set of tools for drug repurposing
Go Cyber ⭐ 299
Your 🔵 Superintelligence
Pykg2vec ⭐ 294
Python library for knowledge graph embedding and representation learning.
Tiddlygit Desktop ⭐ 291
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, click Watch and select "release" to get update!!) 「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，点 Watch 里面选 Release 可以在更新修复的时候收到通知！）
Learn ⭐ 282
A social network of lifelong learners built around humanity's universal learning map.
Dgp ⭐ 282
Rethinking Knowledge Graph Propagation for Zero-Shot Learning, in CVPR 2019
Re Net ⭐ 275
Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs (EMNLP 2020)
Recommender System ⭐ 254
A developing recommender system in tensorflow2. Algorithm: UserCF, ItemCF, LFM, SLIM, GMF, MLP, NeuMF, FM, DeepFM, MKR, RippleNet, KGCN and so on.
Knowledge_representation_pytorch ⭐ 245
Several knowledge graph representation algorithms implemented with pytorch
Dkn ⭐ 242
A tensorflow implementation of DKN (Deep Knowledge-aware Network for News Recommendation)
Qagnn ⭐ 237
[NAACL 2021] QA-GNN: Question Answering using Language Models and Knowledge Graphs
Notabase ⭐ 234
A personal knowledge base for networked thinking.
Zincbase ⭐ 226
A batteries-included kit for knowledge graphs
Crslab ⭐ 224
CRSLab is an open-source toolkit for building Conversational Recommender System (CRS).
Knowledge Graph Embeddings ⭐ 221
Implementations of Embedding-based methods for Knowledge Base Completion tasks
Multihopkg ⭐ 216
Multi-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout
Agriculture Knowledgegraph Data ⭐ 211
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
Aser ⭐ 211
ASER (Activities, States, Events, and their Relations): a large-scale weighted eventuality knowledge graph.
Ccks2019_el ⭐ 210
CCKS 2019 中文短文本实体链指比赛技术创新奖解决方案
Awesome Kgqa ⭐ 203
A collection of some materials of knowledge graph question answering
Degdb ⭐ 203
degdb: distributed economic graph database
Nexus ⭐ 193
Blue Brain Nexus - A knowledge graph for data-driven science
Topic Db ⭐ 188
TopicDB is a topic maps-based semantic graph store (using PostgreSQL for persistence)
Bert Attributeextraction ⭐ 185
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 ⭐ 183
Reasoning Over Knowledge Graph Paths for Recommendation
Mspars ⭐ 176
Kbgan ⭐ 170
Code for "KBGAN: Adversarial Learning for Knowledge Graph Embeddings" https://arxiv.org/abs/1711.04071
Minerva ⭐ 165
Meandering In Networks of Entities to Reach Verisimilar Answers
Nspm ⭐ 165
🤖 Neural SPARQL Machines for Knowledge Graph Question Answering.
Dynamic Graph Papers ⭐ 163
动态图表示论文汇总
Mkr ⭐ 162
A tensorflow implementation of MKR (Multi-task Learning for Knowledge Graph Enhanced Recommendation)
Kglab ⭐ 162
Graph 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.
Renku ⭐ 160
The Renku Project provides a platform and tools for reproducible and collaborative data analysis.
Knowledge Graph Analysis Programming Exercises ⭐ 158
Exercises for the Analysis of Knowledge Graphs
Kgcn ⭐ 156
A tensorflow implementation of Knowledge Graph Convolutional Networks
Gamextech ⭐ 155
A web-based knowledge management system for visualizing game related technologies.
Biograkn ⭐ 153
BioGrakn Knowledge Graph
Kgtk ⭐ 153
Knowledge Graph Toolkit
Convkb ⭐ 149
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network (NAACL 2018) (Pytorch and Tensorflow)
Entity2rec ⭐ 149
entity2rec generates item recommendation using property-specific knowledge graph embeddings
Tutorial Utilizing Kg ⭐ 148
Resources for Tutorial on "Utilizing Knowledge Graphs in Text-centric Information Retrieval"
Onepiece Kg ⭐ 146
a knowledge graph project for ONEPIECE /《海贼王》知识图谱
One Shot Relational Learning ⭐ 144
Code for One-shot Relational Learning for Knowledge Graphs (EMNLP18)
Theographic Bible Metadata ⭐ 136
A knowledge graph of biblical people, places, periods, and passages.
Kbpedia ⭐ 136
KBPedia Knowledge Graph & Knowledge Ontology (KKO)
1-100 of 605 projects

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