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pyg-team/pytorch_geometric

Graph Neural Network library for PyTorch

23.5K
Active
Python
Computer Vision
PyTorch
#graph-neural-networks#deep-learning#pytorch

benedekrozemberczki/awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations for vibe coders.

4.8K
Archived
Python
Graph Embedding
Graph Classification
Python
#graph-embedding#graph-classification#graph-representation-learning

open-mmlab/mmskeleton

A Python library for human pose estimation, skeleton-based action recognition, and action synthesis.

3.1K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#computer-vision#pose-estimation#action-recognition

benedekrozemberczki/pytorch_geometric_temporal

A PyTorch library for processing spatiotemporal graph data using neural machine learning models.

3.0K
Stable
Python
Graph Neural Networks
Caching
PyTorch
#graph-neural-networks#spatiotemporal-analysis#caching

alibaba/euler

A distributed graph deep learning framework for building graph-based AI models and applications.

2.9K
Archived
C++
GCN & Graph Embedding
#graph-learning#graph-neural-networks#graph-embedding

safe-graph/graph-fraud-detection-papers

A curated list of Graph/Transformer-based papers and resources for fraud, anomaly, and outlier detection.

1.8K
Active
Machine Learning
Data Mining
#academic-publications#anomaly-detection#data-science

yao8839836/text_gcn

A graph convolutional network for text classification, useful for NLP tasks and AI-powered applications.

1.4K
Archived
Python
LLM Frameworks
API Frameworks
Python
#text-classification#graph-convolutional-networks#deep-learning

dair-ai/GNNs-Recipe

A comprehensive guide to learning about Graph Neural Networks (GNNs), a powerful deep learning technique for processing graph-structured data.

1.3K
Archived
LLM Frameworks
Tutorials & Courses
React
#graph-neural-networks#deep-learning#machine-learning

dsgiitr/graph_nets

PyTorch implementation and explanation of popular graph representation learning papers.

1.2K
Experimental
Jupyter Notebook
Graph Representation Learning
PyTorch
#graph-neural-networks#node-embedding#graph-convolutional-networks

lightaime/deep_gcns_torch

A PyTorch library for Deep Graph Convolutional Networks (DeepGCNs) and other graph neural network models.

1.2K
Archived
Python
Graph Neural Networks
Databases
PyTorch
#graph-neural-networks#geometric-deep-learning#3d-point-clouds

DSE-MSU/DeepRobust

A PyTorch library for attacking and defending deep learning models against adversarial examples.

1.1K
Experimental
Python
Deep Learning
Testing
PyTorch
#adversarial-attacks#adversarial-examples#deep-learning

tsinghua-fib-lab/GNN-Recommender-Systems

A library of recommendation algorithms based on Graph Neural Networks for information retrieval and recommendation systems.

1.1K
Archived
Graph Neural Networks
API Frameworks
#gcn#gnn#graph-neural-networks

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