Projects in Awesome Lists tagged with graph-machine-learning

https://github.com/stellargraph/stellargraph

StellarGraph - Machine Learning on Graphs

data-science deep-learning gcn geometric-deep-learning graph-analysis graph-convolutional-networks graph-data graph-machine-learning graph-neural-networks graphs heterogeneous-networks interpretability link-prediction machine-learning machine-learning-algorithms networkx python saliency-map stellargraph-library

Last synced: 14 May 2025

https://github.com/snap-stanford/ogb

Benchmark datasets, data loaders, and evaluators for graph machine learning

datasets deep-learning graph-machine-learning graph-neural-networks

Last synced: 13 May 2025

https://github.com/daiquocnguyen/Graph-Transformer

Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)

graph-classification graph-deep-learning graph-embeddings graph-machine-learning graph-neural-networks graph-representation-learning graph-transformer node-embeddings self-attention text-classification transformer transformer-models

Last synced: 27 Mar 2025

https://github.com/michiyasunaga/linkbert

[ACL 2022] LinkBERT: A Knowledgeable Language Model 😎 Pretrained with Document Links

biomedical-applications graph-machine-learning knowledge language-model pretrained-models pretraining question-answering transformer

Last synced: 06 Apr 2025

https://github.com/mims-harvard/PrimeKG

Precision Medicine Knowledge Graph (PrimeKG)

bioinformatics dataset graph-machine-learning knowledge-graph network-medicine nlp-machine-learning precision-medicine therapeutics

Last synced: 06 May 2025

https://github.com/lukecavabarrett/pna

Implementation of Principal Neighbourhood Aggregation for Graph Neural Networks in PyTorch, DGL and PyTorch Geometric

dgl graph-machine-learning graph-neural-networks pytorch pytorch-geometric

Last synced: 08 Jan 2026

https://github.com/neo4j/graph-data-science-client

A Python client for the Neo4j Graph Data Science (GDS) library

algorithms data-science graph graph-algorithms graph-data-science graph-database graph-machine-learning machine-learning neo4j python python3

Last synced: 07 Oct 2025

https://github.com/mims-harvard/graphxai

GraphXAI: Resource to support the development and evaluation of GNN explainers

benchmarking deep-learning embeddings explainability explainable-ai explainable-ml graph-machine-learning graph-neural-networks interpretability

Last synced: 10 Oct 2025

https://github.com/Saro00/DGN

Implementation of Directional Graph Networks in PyTorch and DGL

dgl graph-machine-learning graph-neural-networks pytorch spectral-methods

Last synced: 21 Jul 2025

https://github.com/benedekrozemberczki/tigerlily

TigerLily: Finding drug interactions in silico with the Graph.

biology ddi deep-learning drug-drug-interaction embedding gradient-boosting graph graph-database graph-embedding graph-machine-learning heterogeneous-graph knowledge-graph machine-learning network-science node node-embedding pharmaceuticals tigergraph unsupervised-learning

Last synced: 11 Apr 2025

https://github.com/apache/incubator-hugegraph-ai

The integration of HugeGraph with AI/LLM & GraphRAG

gnn graph-machine-learning graphrag hugegraph knowledge-graph

Last synced: 05 Apr 2025

https://github.com/oracle-samples/pgx-samples

Applications using Parallel Graph AnalytiX (PGX) from Oracle Labs

graph graph-algorithms graph-analytics graph-machine-learning machine-learning

Last synced: 07 Apr 2025

https://github.com/pasqal-io/quantum-evolution-kernel

A Graph Machine Learning library using Quantum Computing

graph-machine-learning graphs machine-learning molecule quantum-computing

Last synced: 08 Apr 2025

https://github.com/sunfanyunn/graph-classification

A collection of graph classification methods

graph-kernels graph-machine-learning graph-neural-network

Last synced: 29 Apr 2025

https://github.com/HipGraph/FusedMM

Implementation of FusedMM method for IPDPS 2021 paper titled "FusedMM: A Unified SDDMM-SpMM Kernel for Graph Embedding and Graph Neural Networks"

fused-kernel general-purpose-library graph-embedding graph-learning-kernel graph-machine-learning graph-mining graph-neural-netowrks graph-visualization shared-memory-parallel

Last synced: 16 May 2025

https://github.com/zhiningliu1998/bat

[ICML'24] BAT: 🚀 Boost Class-imbalanced Node Classification with <10 lines of Code | 从拓扑视角出发10行代码改善类别不平衡节点分类

data-augmentation graph-algorithms graph-machine-learning graph-mining imbalanced-data imbalanced-learning machine-learning node-classification

Last synced: 05 May 2025

https://github.com/isadrtdinov/bootcamp-idao-2022

IDAO 2022: Machine Learning Bootcamp

boosting categorical-data competition data-analysis deep-learning education graph-machine-learning machine-learning neural-networks

Last synced: 15 May 2025

https://github.com/laminetourelab/tutorial

Tutorials on machine learning, artificial intelligence in general and in biomedical research.

artificial-intelligence bioinformatics bioinformatics-tutorials computer-vision data-science data-visualization-dashboard deep-learning graph-machine-learning image-analysis machine-learning natural-language-processing plotly-dash python pytorch scrna-seq shiny-apps tensorflow-tutorials transfer-learning tutorial-code tutorials

Last synced: 24 Oct 2025

https://github.com/anindyadeep/yogaposegnn

When real time Yoga Position classification meets GNN

computer-vision deep-learning graph-machine-learning neural-network pytorch pytorch-geometric

Last synced: 30 Jul 2025

https://github.com/salesforce/gaea

Data and code for Salesforce Research paper, GAEA: Graph Augmentation for Equitable Access via Reinforcement Learning - https://arxiv.org/abs/2012.03900 . The paper provides methods for constraint graph augmentation and optimal facility placement problems

ai constraint-optimization deep-reinforcement-learning equity fairness-ai graph-algorithms graph-machine-learning graph-ml ml reinforcement-learning resource-management rl social-network social-network-analysis