GNNs-in-Network-NeuroscienceA review of papers proposing novel GNN methods with application to brain connectivity published in 2017-2020.
Stars: ✭ 92 (-55.34%)
staginSTAGIN: Spatio-Temporal Attention Graph Isomorphism Network
Stars: ✭ 34 (-83.5%)
PDNThe official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)
Stars: ✭ 44 (-78.64%)
Re NetRecurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs (EMNLP 2020)
Stars: ✭ 224 (+8.74%)
3DInfomaxMaking self-supervised learning work on molecules by using their 3D geometry to pre-train GNNs. Implemented in DGL and Pytorch Geometric.
Stars: ✭ 107 (-48.06%)
KprnReasoning Over Knowledge Graph Paths for Recommendation
Stars: ✭ 220 (+6.8%)
MinervaMeandering In Networks of Entities to Reach Verisimilar Answers
Stars: ✭ 205 (-0.49%)
rclcRich Context leaderboard competition, including the corpus and current SOTA for required tasks.
Stars: ✭ 20 (-90.29%)
GraphMixCode for reproducing results in GraphMix paper
Stars: ✭ 64 (-68.93%)
Awesome KgqaA collection of some materials of knowledge graph question answering
Stars: ✭ 188 (-8.74%)
DrkgA knowledge graph and a set of tools for drug repurposing
Stars: ✭ 231 (+12.14%)
OLGAan Ontology SDK
Stars: ✭ 36 (-82.52%)
R-MeNTransformer-based Memory Networks for Knowledge Graph Embeddings (ACL 2020) (Pytorch and Tensorflow)
Stars: ✭ 74 (-64.08%)
ZS-F-VQACode and Data for paper: Zero-shot Visual Question Answering using Knowledge Graph [ ISWC 2021 ]
Stars: ✭ 51 (-75.24%)
spatio-temporal-brainA Deep Graph Neural Network Architecture for Modelling Spatio-temporal Dynamics in rs-fMRI Data
Stars: ✭ 22 (-89.32%)
CrslabCRSLab is an open-source toolkit for building Conversational Recommender System (CRS).
Stars: ✭ 183 (-11.17%)
Cool-NLPCVSome Cool NLP and CV Repositories and Solutions (收集NLP中常见任务的开源解决方案、数据集、工具、学习资料等)
Stars: ✭ 143 (-30.58%)
MmkbSeveral data modalities for KBs (visual, numerical, temporal, etc.)
Stars: ✭ 178 (-13.59%)
NexusBlue Brain Nexus - A knowledge graph for data-driven science
Stars: ✭ 173 (-16.02%)
nlp-papersMust-read papers on Natural Language Processing (NLP)
Stars: ✭ 87 (-57.77%)
Topic DbTopicDB is a topic maps-based semantic graph store (using PostgreSQL for persistence)
Stars: ✭ 164 (-20.39%)
GraknTypeDB: a strongly-typed database
Stars: ✭ 2,947 (+1330.58%)
GP-GNNCode and dataset of ACL2019 Paper: Graph Neural Networks with Generated Parameters for Relation Extraction.
Stars: ✭ 52 (-74.76%)
Recommender SystemA developing recommender system in tensorflow2. Algorithm: UserCF, ItemCF, LFM, SLIM, GMF, MLP, NeuMF, FM, DeepFM, MKR, RippleNet, KGCN and so on.
Stars: ✭ 227 (+10.19%)
PaperWeeklyAI📚「@MaiweiAI」Studying papers in the fields of computer vision, NLP, and machine learning algorithms every week.
Stars: ✭ 50 (-75.73%)
LearnA social network of lifelong learners built around humanity's universal learning map.
Stars: ✭ 224 (+8.74%)
Bert AttributeextractionUSING 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。
Stars: ✭ 224 (+8.74%)
NIID-BenchFederated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
Stars: ✭ 304 (+47.57%)
MkrA tensorflow implementation of MKR (Multi-task Learning for Knowledge Graph Enhanced Recommendation)
Stars: ✭ 216 (+4.85%)
Market-Trend-PredictionThis is a project of build knowledge graph course. The project leverages historical stock price, and integrates social media listening from customers to predict market Trend On Dow Jones Industrial Average (DJIA).
Stars: ✭ 57 (-72.33%)
Degdbdegdb: distributed economic graph database
Stars: ✭ 207 (+0.49%)
FedDANEFedDANE: A Federated Newton-Type Method (Asilomar Conference on Signals, Systems, and Computers ‘19)
Stars: ✭ 25 (-87.86%)
MultihopkgMulti-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout
Stars: ✭ 202 (-1.94%)
KbganCode for "KBGAN: Adversarial Learning for Knowledge Graph Embeddings" https://arxiv.org/abs/1711.04071
Stars: ✭ 186 (-9.71%)
DeML-GolemProof Of Concept of DEcentralised Machine Learning on top of the Golem (https://golem.network/) architecture
Stars: ✭ 35 (-83.01%)
GraphDeeSmartContractSmart contract vulnerability detection using graph neural network (DR-GCN).
Stars: ✭ 84 (-59.22%)
AserASER (activities, states, events, and their relations), a large-scale eventuality knowledge graph extracted from more than 11-billion-token unstructured textual data.
Stars: ✭ 171 (-16.99%)
awesome-efficient-gnnCode and resources on scalable and efficient Graph Neural Networks
Stars: ✭ 498 (+141.75%)
Nlp4rec PapersPaper list of NLP for recommender systems
Stars: ✭ 162 (-21.36%)
Entity2recentity2rec generates item recommendation using property-specific knowledge graph embeddings
Stars: ✭ 159 (-22.82%)
Nspm🤖 Neural SPARQL Machines for Knowledge Graph Question Answering.
Stars: ✭ 156 (-24.27%)
FedDASource code for 'Dual Attention Based FL for Wireless Traffic Prediction'
Stars: ✭ 41 (-80.1%)
GamextechA web-based knowledge management system for visualizing game related technologies.
Stars: ✭ 151 (-26.7%)
BiograknBioGrakn Knowledge Graph
Stars: ✭ 152 (-26.21%)
ZincbaseA batteries-included kit for knowledge graphs
Stars: ✭ 249 (+20.87%)