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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

dmlc/dgl

A Python package for deep learning on graphs, built to ease existing DL frameworks.

14.2K
Experimental
Python
React
#deep-learning#graph-neural-networks#open-source

kmario23/deep-learning-drizzle

A comprehensive collection of deep learning, reinforcement learning, and machine learning resources for vibe coders.

12.8K
Archived
HTML
Machine Learning
#deep-learning#machine-learning#computer-vision

yzhao062/anomaly-detection-resources

A comprehensive collection of resources for anomaly detection, including books, papers, videos, and toolboxes.

9.2K
Stable
Python
LLM Frameworks
Computer Vision
Python
#anomaly-detection#outlier-detection#fraud-detection

RUCAIBox/RecBole

A unified, comprehensive and efficient recommendation library for building recommendation systems.

4.3K
Experimental
Python
Recommendation System
API Frameworks
PyTorch
#collaborative-filtering#ctr-prediction#deep-learning

magicleap/SuperGluePretrainedNetwork

A PyTorch implementation of the SuperGlue graph neural network for feature matching and pose estimation.

4.0K
Archived
Python
Computer Vision
ML Ops
PyTorch
#feature-matching#pose-estimation#graph-neural-networks

cbamls/AI_Tutorial

A curated collection of AI and machine learning learning resources and tutorials for vibe coders

3.6K
Archived
Machine Learning Tutorials
Tutorials & Courses
#artificial-intelligence#machine-learning#deep-learning

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

ruvnet/ruvector

High-performance vector graph neural network database in Rust for real-time AI inference and graph ML.

2.9K
Active
Rust
Inference
Vector Databases
Rust
#vector-database#gnn#graph-neural-networks

danielegrattarola/spektral

A library for building graph neural networks using Keras and TensorFlow 2.

2.4K
Archived
Python
Graph Neural Networks
API Frameworks
Keras
#deep-learning#graph-neural-networks#tensorflow

divelab/DIG

A Python library for graph deep learning research, focused on 3D graphs, explainable ML, and self-supervised learning.

2.0K
Archived
Python
Graph Neural Network
Graph Databases
Python
#graph-deep-learning#explainable-ml#3d-graph

youngfish42/Awesome-FL

Comprehensive collection of federated learning resources (papers, frameworks, datasets, tutorials, etc.)

2.0K
Stable
Python
LLM Frameworks
Databases
#federated-learning#machine-learning#artificial-intelligence

FighterLYL/GraphNeuralNetwork

This project provides a code repository for the book "Dive into Graph Neural Networks: Understanding GNN Principles".

1.9K
Archived
Jupyter Notebook
Graph Neural Network
#gnn#graph-neural-network#machine-learning

yassouali/awesome-semi-supervised-learning

A curated list of awesome papers, methods, and resources for semi-supervised learning, a powerful machine learning technique.

1.9K
Archived
Machine Learning
Tutorials & Courses
#machine-learning#deep-learning#semi-supervised-learning

THUDM/CogDL

CogDL is a comprehensive library for graph deep learning, providing state-of-the-art models and utilities for graph-based tasks.

1.8K
Archived
Python
Graph Neural Networks
Graph Databases
PyTorch
#graph-neural-networks#graph-embedding#node-classification

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

ChandlerBang/awesome-self-supervised-gnn

A repository of papers on pretraining and self-supervised learning for graph neural networks.

1.7K
Archived
Python
Graph Neural Networks
Graph Databases
Python
#graph-neural-networks#self-supervised-learning#graph-mining

graph4ai/graph4nlp

Graph4nlp is a library for easy use of Graph Neural Networks for Natural Language Processing (NLP) tasks.

1.7K
Archived
Python
LLM Frameworks
API Frameworks
PyTorch
#graph-neural-networks#natural-language-processing#deep-learning

PaddlePaddle/PGL

An efficient and flexible graph learning framework based on PaddlePaddle, with support for heterogeneous graphs and meta-path learning.

1.6K
Archived
Python
Graph Neural Network
Graph Databases
PaddlePaddle
#graph-learning#heterogeneous-graph#meta-path
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