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The Top 23 Knowledge Graph Reasoning Open Source Projects

Open source projects categorized as Knowledge Graph Reasoning
Categories > Content Management > Knowledge Graph
Categories > Machine Learning > Reasoning
Knowledge Graphs ⭐ 1,599
A collection of research on knowledge graphs
most recent commit 2 years ago
Protege ⭐ 911
Protege Desktop
dependent packages 21total releases 11most recent commit 3 months ago
Gnn4nlp Papers ⭐ 824
A list of recent papers about Graph Neural Network methods applied in NLP areas.
most recent commit a year ago
Re Net ⭐ 403
Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs (EMNLP 2020)
most recent commit 2 years ago
Deeppath ⭐ 341
code and docs for my EMNLP paper "DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning"
most recent commit 4 years ago
Multihopkg ⭐ 252
Multi-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout
most recent commit 2 years ago
Knowledge_graph_reasoning_papers ⭐ 216
Must-read papers on knowledge graph reasoning
most recent commit 3 years ago
Dragon ⭐ 189
[NeurIPS 2022] DRAGON 🐲: Deep Bidirectional Language-Knowledge Graph Pretraining
most recent commit a year ago
Kprn ⭐ 183
Reasoning Over Knowledge Graph Paths for Recommendation
most recent commit 5 years ago
Mspars ⭐ 176
most recent commit 4 years ago
Nbfnet ⭐ 153
Official implementation of Neural Bellman-Ford Networks (NeurIPS 2021)
most recent commit 9 months ago
Kgreasoning ⭐ 96
Multi-Hop Logical Reasoning in Knowledge Graphs
most recent commit 3 years ago
Query2box ⭐ 87
Query2box: Reasoning over Knowledge Graphs in Vector Space Using Box Embeddings
most recent commit 3 years ago
Grail ⭐ 70
Inductive relation prediction by subgraph reasoning, ICML'20
most recent commit 3 years ago
Mkg_analogy ⭐ 56
Code and datasets for the ICLR2023 paper "Multimodal Analogical Reasoning over Knowledge Graphs."
most recent commit 8 months ago
Cpl ⭐ 53
Collaborative Policy Learning for Open Knowledge Graph Reasoning (EMNLP 2019)
most recent commit 5 years ago
Gnn Qe ⭐ 53
Official implementation of Graph Neural Network Query Executor (ICML 2022)
most recent commit a year ago
Ggnn_reasoning ⭐ 36
PyTorch implementation for Graph Gated Neural Network (for Knowledge Graphs)
most recent commit 2 years ago
Itere ⭐ 34
Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning. (WWW'19)
most recent commit 2 years ago
Kg Ruleguider ⭐ 19
Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning (EMNLP 2020)
most recent commit 4 years ago
Kb Reasoning Data ⭐ 17
The FB15k and NELL-995 Dataset for NAACL18 paper "Variational Knowledge Graph Reasoning"
most recent commit 6 years ago
Dackgr ⭐ 16
Source codes and datasets for EMNLP 2020 paper "Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph"
most recent commit 3 years ago
Kgrc Rdf ⭐ 13
RDF data for Knowledge Graph Reasoning Challenge.
most recent commit 9 months ago
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