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pyg-team
torch-geometric

Graph Neural Network Library for PyTorch

1.8M 24K 4K
PASSIONLab
openequivariance

OpenEquivariance: a fast, open-source GPU JIT kernel generator for the Clebsch-Gordon Tensor Product.

184K 141 9
pyg-team
pyg-nightly

Graph Neural Network Library for PyTorch

171K 24K 4K
awslabs
dgllife

Python package for graph neural networks in chemistry and biology

55K 801 159
rusty1s
torch-cluster

PyTorch Extension Library of Optimized Graph Cluster Algorithms

29K 922 165
pypose
pypose

A library for differentiable robotics on manifolds.

18K 2K 124
rusty1s
torch-spline-conv

Implementation of the Spline-Based Convolution Operator of SplineCNN in PyTorch

12K 183 41
lab-cosmo
sphericart

Multi-language library for the calculation of spherical harmonics in Cartesian coordinates

8K 96 16
lab-cosmo
sphericart-torch

Multi-language library for the calculation of spherical harmonics in Cartesian coordinates

6K 96 16
a-r-j
graphein

Protein Graph Library

5K 1K 140
QUVA-Lab
escnn

Equivariant Steerable CNNs Library for Pytorch https://quva-lab.github.io/escnn/

5K 519 63
LukasZahradnik
neuralogic

PyNeuraLogic lets you use Python to create Differentiable Logic Programs

2K 307 24
lab-cosmo
sphericart-jax

Multi-language library for the calculation of spherical harmonics in Cartesian coordinates

2K 96 16
stellargraph
stellargraph

StellarGraph - Machine Learning on Graphs

2K 3K 440
avitai
avitai-artifex

A research-focused modular generative modeling library built on JAX/Flax NNX

1K 1 0
lucidrains
vn-transformer

A Transformer made of Rotation-equivariant Attention using Vector Neurons

1K 102 6
Sentinal4D
cellshape

3D shape analysis using deep learning

1K 31 6
EdisonLeeeee
graphgallery

GraphGallery is a gallery for benchmarking Graph Neural Networks

881 475 62
rubenwiersma
deltaconv

Implementation of DeltaConv: an anisotropic operator for geometric deep learning on point clouds (and other discretizations that will be added in the future).

865 148 10
microsoft
ptgnn

A PyTorch Graph Neural Network Library

724 375 39
colltoaction
nx-yaml

YAML as a human-readable Hypergraph Interchange Format (HIF) for NetworkX

676 4 0
adosar
aidsorb

Python package for deep learning on molecular point clouds.

575 6 2
PASSIONLab
openequivariance-extjax

OpenEquivariance: a fast, open-source GPU JIT kernel generator for the Clebsch-Gordon Tensor Product.

541 141 9
grapheneaffiliate
dhl-mm

Up to 913x faster Lie algebra products for all five exceptional algebras with differentiable PyTorch equivariant layers

505 1 0
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