graph-neural-networks

20 projects share this GitHub topic

graph-neural-networks — pytorch_geometric ★23.9kgraph-neural-networksdgl — ★14.3kRecBole — ★4.5kSuperGluePretrainedNetwork — ★4kspektral — ★2.4kogb — ★2.1kawesome-semi-supervised-learning — ★1.9kawesome-self-supervised-gnn — ★1.7kgraph4nlp — ★1.7ktorchdrug — ★1.6kktrain — ★1.3kgraphtransformer — ★1kawesome-graph-transformer — ★933GraphGPT — ★835DL4Proteins-notebooks — ★703GlueStick — ★674RLMRec — ★462End-to-end-DRL-for-FJSP — ★397Awesome-LLM4Graph-Papers — ★370DRL-urban-planning — ★306dgl★ 14.3kRecBole★ 4.5kSuperGluePretrainedNetwo…★ 4kspektral★ 2.4kogb★ 2.1kawesome-semi-supervised-…★ 1.9kawesome-self-supervised-…★ 1.7kgraph4nlp★ 1.7ktorchdrug★ 1.6kktrain★ 1.3kgraphtransformer★ 1kawesome-graph-transforme…★ 933GraphGPT★ 835DL4Proteins-notebooks★ 703GlueStick★ 674RLMRec★ 462End-to-end-DRL-for-FJSP★ 397Awesome-LLM4Graph-Papers★ 370DRL-urban-planning★ 306

Lines connect members that are measurably related to each other. Dot size reflects stars.

🧬 Members
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
RecBole
A unified, comprehensive and efficient recommendation library
★ 4.5k
SuperGluePretrainedNetwork
SuperGlue: Learning Feature Matching with Graph Neural Networks (CVPR 2020, Oral)
★ 4k
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-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
graphtransformer
Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs",…
★ 1k
awesome-graph-transformer
Papers about graph transformers.
★ 933
GraphGPT
[SIGIR'2024] "GraphGPT: Graph Instruction Tuning for Large Language Models"
★ 835
DL4Proteins-notebooks
Colab Notebooks covering deep learning tools for biomolecular structure prediction and design
★ 703
GlueStick
Joint Deep Matcher for Points and Lines 🖼️💥🖼️ (ICCV 2023)
★ 674
RLMRec
[WWW'2024] "RLMRec: Representation Learning with Large Language Models for Recommendation"
★ 462
End-to-end-DRL-for-FJSP
This is the official code of the publised paper 'A Multi-action Deep Reinforcement Learning Framework for…
★ 397
Awesome-LLM4Graph-Papers
[KDD'2024] "LLM4Graph: A Survey of Large Language Models for Graphs"
★ 370
DRL-urban-planning
A deep reinforcement learning (DRL) based approach for spatial layout of land use and roads in urban…
★ 306
🔗 Related families

Measured from GitHub topics shared by both projects, weighted by how rare each topic is.