graph-neural-networks
34 projets partagent ce topic GitHub
Les traits relient les membres réellement apparentés entre eux. La taille des points suit les étoiles.
🧬 Membres
pytorch_geometric
Graph Neural Network Library for PyTorch
★ 23.9k
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
★ 14.3k
deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by…
★ 12.9k
anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!
★ 9.4k
graph-based-deep-learning-literature
links to conference publications in graph-based deep learning
★ 5.1k
RecBole
A unified, comprehensive and efficient recommendation library
★ 4.5k
RuVector
RuVector is a High Performance, Real-Time, Self-Learning Ai, Vector GNN, Memory DB built in Rust.
★ 4.4k
SuperGluePretrainedNetwork
SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)
★ 4.1k
stellargraph
StellarGraph - Machine Learning on Graphs
★ 3.1k
pytorch_geometric_temporal
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
★ 3k
euler
A distributed graph deep learning framework.
★ 2.9k
benchmarking-gnns
Repository for benchmarking graph neural networks (JMLR 2023)
★ 2.7k
spektral
Graph Neural Networks with Keras and Tensorflow 2.
★ 2.4k
ogb
Benchmark datasets, data loaders, and evaluators for graph machine learning
★ 2.1k
Awesome-FL
Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials,…
★ 2k
graph-fraud-detection-papers
A curated list of Graph/Transformer-based fraud, anomaly, and outlier detection papers & resources
★ 1.9k
awesome-semi-supervised-learning
😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
★ 1.9k
awesome-self-supervised-gnn
Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
★ 1.7k
graph4nlp
Graph4nlp is the library for the easy use of Graph Neural Networks for NLP. Welcome to visit our DLG4NLP…
★ 1.7k
torchdrug
A powerful and flexible machine learning platform for drug discovery
★ 1.6k
ktrain
ktrain is a Python library that makes deep learning and AI more accessible and easier to apply
★ 1.3k
deep_gcns_torch
Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021):…
★ 1.2k
graphtransformer
Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs",…
★ 1k
awesome-graph-transformer
Papers about graph transformers.
★ 931
GraphGPT
[SIGIR'2024] "GraphGPT: Graph Instruction Tuning for Large Language Models"
★ 834
DL4Proteins-notebooks
Colab Notebooks covering deep learning tools for biomolecular structure prediction and design
★ 711
GlueStick
Joint Deep Matcher for Points and Lines 🖼️💥🖼️ (ICCV 2023)
★ 675
DrivAerNet
A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning…
★ 537
RLMRec
[WWW'2024] "RLMRec: Representation Learning with Large Language Models for Recommendation"
★ 462
GeoDiff
Implementation of GeoDiff: a Geometric Diffusion Model for Molecular Conformation Generation (ICLR 2022).
★ 417
End-to-end-DRL-for-FJSP
This is the official code of the publised paper 'A Multi-action Deep Reinforcement Learning Framework for…
★ 400
Awesome-LLM4Graph-Papers
[KDD'2024] "LLM4Graph: A Survey of Large Language Models for Graphs"
★ 369
OpenGraph
[EMNLP'2024] "OpenGraph: Towards Open Graph Foundation Models"
★ 337
DRL-urban-planning
A deep reinforcement learning (DRL) based approach for spatial layout of land use and roads in urban…
★ 306
🔗 Familles voisines
Mesuré à partir des topics GitHub communs aux deux projets, pondérés par leur rareté.