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Gnn Python Packages

Python packages with the GitHub topic gnn. Sorted by relevance, with stars and monthly downloads.
benedekrozemberczki
torch-geometric-temporal

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

10K 3K 406
tensorflow
tensorflow-gnn

TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.

3K 2K 198
SherylHYX
torch-geometric-signed-directed

PyTorch Geometric Signed Directed is a signed/directed graph neural network extension library for PyTorch Geometric. The paper is accepted by LoG 2023.

2K 147 21
c2g-dev
city2graph

Transform geospatial relations into graphs for Graph Neural Networks and network analysis

2K 1K 128
CrawlScript
tf-geometric

Efficient and Friendly Graph Neural Network Library for TensorFlow 1.x and 2.x.

2K 508 92
TorchSpatiotemporal
torch-spatiotemporal

A PyTorch library for spatiotemporal data processing

1K 379 36
realrate
causing

Causing: CAUsal INterpretation using Graphs

991 62 9
kyzhouhzau
fennlp

1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.

990 336 66
apache
hugegraph-python

The integration of HugeGraph with AI/LLM & GraphRAG

742 131 77
unravelsports
unravelsports

The unravelsports package aims to aid researchers, analysts and enthusiasts by providing intermediary steps in the complex process of turning raw sports data into meaningful information and actionable insights.

711 240 32
thecharlieblake
solitairenet

Solitaire deep learning library.

691 0 0
andresprados
spiga

SPIGA: Shape Preserving Facial Landmarks with Graph Attention Networks.

649 343 42
YGZWQZD
lamda-ssl

30 Semi-Supervised Learning Algorithms

598 210 16
pritampanda15
pandadock

Molecular docking with SE(3)-equivariant GNN scoring - achieves R=0.88 on PDBbind

575 96 18
vinayhpandya
mlx-cluster

High-performance graph algorithms optimized for Apple's MLX framework. Features random walks, biased random walks (Node2Vec), and neighbor sampling

517 6 0
microsoft
ptgnn

A PyTorch Graph Neural Network Library

476 375 39
ModSSC
modssc

ModSSC: A Modular Framework for Semi Supervised Classification

476 32 6
willyfh
graph-transformer

An unofficial implementation of Graph Transformer (Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification) - IJCAI 2021

454 35 6
DBraun
jraphx

Graph Neural Networks with JAX/NNX

383 13 1
alibaba
graph-learn

An Industrial Graph Neural Network Framework

372 1K 266
apache
hugegraph-llm

The integration of HugeGraph with AI/LLM & GraphRAG

238 131 77
theislab
ncem

ncem. Learning cell communication from spatial graphs of cells.

235 118 13
jiangnanboy
gnn4lp

gnn for link prediction,图神经网络用于链接预测。

231 52 3
PengBoXiangShang
torchsketch

TPAMI 2022

217 184 21
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