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KGPool[ACL 2021] KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction
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StellargraphStellarGraph - Machine Learning on Graphs
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KGReasoningMulti-Hop Logical Reasoning in Knowledge Graphs
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kglibTypeDB-ML is the Machine Learning integrations library for TypeDB
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NMNSource code and datasets for ACL 2020 paper: Neighborhood Matching Network for Entity Alignment.
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typedbTypeDB: a strongly-typed database
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PathConCombining relational context and relational paths for knowledge graph completion
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RECCONThis repository contains the dataset and the PyTorch implementations of the models from the paper Recognizing Emotion Cause in Conversations.
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InfoGraphOfficial code for "InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization" (ICLR 2020, spotlight)
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gakgGAKG is a multimodal Geoscience Academic Knowledge Graph (GAKG) framework by fusing papers' illustrations, text, and bibliometric data.
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yang-dbYANGDB Open-source, Scalable, Non-native Graph database (Powered by Elasticsearch)
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GraphScope🔨 🍇 💻 🚀 GraphScope: A One-Stop Large-Scale Graph Computing System from Alibaba 来自阿里巴巴的一站式大规模图计算系统 图分析 图查询 图机器学习
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mdgradPytorch differentiable molecular dynamics
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skipchunkExtracts a latent knowledge graph from text and index/query it in elasticsearch or solr
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pyg autoscaleImplementation of "GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings" in PyTorch
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kg-reevalACL 2020: A Re-evaluation of Knowledge Graph Completion Methods
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teachingTeaching material relevant to KGs
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graphchemGraph-based machine learning for chemical property prediction
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QGNNQuaternion Graph Neural Networks (ACML 2021) (Pytorch and Tensorflow)
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nenoNENO is a note-taking app that helps you create your personal knowledge graph.
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ProcessorOntology-driven Linked Data processor and server for SPARQL backends. Apache License.
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morph-kgcPowerful RDF Knowledge Graph Generation with [R2]RML Mappings
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Knowledge Graph WanderA collection of papers, codes, projects, tutorials ... for Knowledge Graph and other NLP methods
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cskgCSKG: The CommonSense Knowledge Graph
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amie plusAMIE+ association rule mining
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LPGNNLocally Private Graph Neural Networks (ACM CCS 2021)
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BGCNA Tensorflow implementation of "Bayesian Graph Convolutional Neural Networks" (AAAI 2019).
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Shukongdashi使用知识图谱,自然语言处理,卷积神经网络等技术,基于python语言,设计了一个数控领域故障诊断专家系统
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biograknBioGrakn Knowledge Graph
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CaREEMNLP 2019: CaRe: Open Knowledge Graph Embeddings
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CoLAKECOLING'2020: CoLAKE: Contextualized Language and Knowledge Embedding
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SiGATsource code for signed graph attention networks (ICANN2019) & SDGNN (AAAI2021)
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STransESTransE: a novel embedding model of entities and relationships in knowledge bases (NAACL 2016)
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harikaOffline-, mobile-first graph note-taking app focused on performance with the knowledgebase of any scale
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semantic-python-overview(subjective) overview of projects which are related both to python and semantic technologies (RDF, OWL, Reasoning, ...)
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calamusA JSON-LD Serialization Libary for Python
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LambdaNetProbabilistic Type Inference using Graph Neural Networks
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SuperGAT[ICLR 2021] How to Find Your Friendly Neighborhood: Graph Attention Design with Self-Supervision
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MapeathorTranslator of spreadsheet mappings into R2RML, RML or YARRRML
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DiGCLThe PyTorch implementation of Directed Graph Contrastive Learning (DiGCL), NeurIPS-2021
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Graph-EmbedddingReimplementation of Graph Embedding methods by Pytorch.
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Entity-Graph-VLNCode of the NeurIPS 2021 paper: Language and Visual Entity Relationship Graph for Agent Navigation
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KBRDTowards Knowledge-Based Recommender Dialog System @ EMNLP 2019
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codelaniPLDB: a Programming Language Database. A public domain knowledge graph focused on programming languages distributed as a CSV file.
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news-graphKey information extraction from text and graph visualization
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ASAPAAAI 2020 - ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations
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Leo-IIIAn Automated Theorem Prover for Classical Higher-Order Logic with Henkin Semantics
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SubGNNSubgraph Neural Networks (NeurIPS 2020)
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cwnMessage Passing Neural Networks for Simplicial and Cell Complexes
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GAugAAAI'21: Data Augmentation for Graph Neural Networks
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nlmMemory for Knowledge Graph, using Neo4j. 知识图谱存储与查询。
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