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tkipf/gcn

Implementation of Graph Convolutional Networks in TensorFlow for machine learning on graph-structured data.

7.4K
Archived
Python
ML Ops
Databases
TensorFlow
#machine-learning#graph-networks#tensorflow

PetarV-/GAT

A Python library that implements Graph Attention Networks, a powerful neural network architecture for graph-structured data.

3.5K
Archived
Python
Neural Networks
Graph-based AI
TensorFlow
#graph-attention-networks#self-attention#neural-networks

facebookresearch/PyTorch-BigGraph

A powerful graph embedding library for generating node embeddings from large-scale graph-structured data.

3.4K
Archived
Python
Agents & Orchestration
Vector Databases
PyTorch
#graph-embeddings#large-scale-data#data-science

spcl/graph-of-thoughts

An open-source implementation of the 'Graph of Thoughts' technique for solving complex problems with large language models.

2.6K
Archived
Python
LLM Frameworks
Agents & Orchestration
Python
#graph-structure#prompt-engineering#large-language-models

microsoft/DiskANN

A scalable, fast, and efficient approximate nearest neighbor search library written in Rust.

1.7K
Active
Rust
RAG & Vector
API Frameworks
#approximate-nearest-neighbor#vector-search#scalable

eliorc/node2vec

A Python implementation of the node2vec algorithm for learning embeddings from graph-structured data.

1.3K
Stable
Python
Embeddings
Machine Learning Algorithms
Python
#graph-embeddings#machine-learning#network-analysis

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

VeritasYin/STGCN_IJCAI-18

A Python library for spatio-temporal graph convolutional networks, a type of graph neural network for modeling graph-structured data.

1.2K
Archived
Python
ML Ops
Backend Frameworks
#graph-neural-network#spatio-temporal-modeling#machine-learning

seongjunyun/Graph_Transformer_Networks

An implementation of Graph Transformer Networks, a neural network architecture for graph-structured data.

1.1K
Archived
Jupyter Notebook
ML Ops
PyTorch
#graph-neural-networks#graph-transformers#pytorch

oss-bandb/GraphView

Android GraphView is a library for displaying data in graph structures on Android apps.

1.0K
Archived
Kotlin
Charts & Visualization
Android
#android#graph#graphview

PacktPublishing/Hands-On-Graph-Neural-Networks-Using-Python

A Python library for building and training graph neural networks, a powerful technique for modeling graph-structured data.

1.0K
Stable
Jupyter Notebook
Graph Neural Networks
Learning & Education
#graph-neural-networks#graph-data#machine-learning

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