knowledge-graphs
Knowledge graph research
A collection of research papers, code, and reading notes on knowledge graphs and their applications.
A collection of research on knowledge graphs
2k stars
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Language: JavaScript
last commit: almost 4 years agoLinked from 1 awesome list
commonsensecross-modaldialogue-systemsinformation-retrievalknowledge-graphknowledge-graph-completionmeta-relational-learningnatural-language-processingnerpaperquestion-answeringreasoningrecommendation-systemsrelation-extractionrepresentation-learningsurveytemporal-knowledge-graph
semantalytics/awesome-semantic-webRelated projects:
| Repository | Description | Stars |
|---|---|---|
 cognonto/kbpedia | A comprehensive knowledge structure combining various public knowledge bases into an integrated whole, enabling flexible and computable knowledge graphs for machine learning tasks. | 220 |
 ownthink/knowledgegraph | A comprehensive knowledge graph API providing entity resolution, knowledge extraction, and attribute value retrieval capabilities. | 1,013 |
 pelhans/z_knowledge_graph | A comprehensive framework for building and managing a Chinese knowledge graph from scratch. | 757 |
 gnn4dr/drkg | A comprehensive knowledge graph about drugs and their interactions with genes, diseases, compounds, and biological processes. | 596 |
 derwenai/kglab | An abstraction layer in Python for building knowledge graphs using popular graph libraries. | 592 |
 cm-well/cm-well | A scalable data warehouse solution using RDF principles for storing and managing knowledge graph data | 177 |
 morph-kgc/morph-kgc | Generates RDF knowledge graphs from diverse data sources using standardized mapping languages and optimized algorithms | 195 |
 humans-of-julia/typedbclient.jl | A client interface to interact with the TypeDB Knowledge Graph database using Julia programming language. | 51 |
 kg-construct/krown | A tool for benchmarking materialization systems used to construct knowledge graphs from heterogeneous data sources. | 2 |
 cayleygraph/cayley | A graph database inspired by the Google Knowledge Graph, designed for efficient querying and scalable performance. | 14,868 |
 pykeen/pykeen | A Python library for learning and evaluating knowledge graph embeddings | 1,708 |
 timdettmers/conve | A library providing a Convolutional 2D Knowledge Graph Embeddings model for reasoning and prediction tasks | 674 |
 awslabs/dgl-ke | A package for learning large-scale knowledge graph embeddings with high performance and scalability | 1,277 |
 comunica/comunica | A knowledge graph querying framework for JavaScript applications. | 440 |
 felixocker/ontor | An ontology editor built on top of Owlready2, providing tools for creating, modifying, and visualizing knowledge graphs. | 31 |