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The Top 23 Geometric Deep Learning Open Source Projects

Open source projects categorized as Geometric Deep Learning
Categories > Geometric Deep Learning
Pytorch_geometric ⭐ 20,456
Graph Neural Network Library for PyTorch
dependent packages 120total releases 40most recent commit 16 days agopypi torch-geometric} Downloads
Deep Learning Drizzle ⭐ 10,767
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
most recent commit 2 years ago
Stellargraph ⭐ 2,768
StellarGraph - Machine Learning on Graphs
dependent packages 6total releases 24most recent commit 10 months agopypi stellargraph} Downloads
Meshcnn ⭐ 1,211
Convolutional Neural Network for 3D meshes in PyTorch
most recent commit 2 years ago
Pypose ⭐ 1,103
A library for differentiable robotics.
total releases 23most recent commit 5 months ago
Deep_gcns_torch ⭐ 940
Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org
most recent commit 2 years ago
Graphein ⭐ 932
Protein Graph Library
dependent packages 1total releases 29most recent commit 6 months agopypi graphein} Downloads
Pytorch_cluster ⭐ 700
PyTorch Extension Library of Optimized Graph Cluster Algorithms
dependent packages 29total releases 43most recent commit 9 months agopypi torch-cluster} Downloads
Chemicalx ⭐ 657
A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)
total releases 10most recent commit 10 months ago
Dgl Lifesci ⭐ 558
Python package for graph neural networks in chemistry and biology
dependent packages 4total releases 17most recent commit a year agopypi dgllife} Downloads
Typedb Ml ⭐ 550
TypeDB-ML is the Machine Learning integrations library for TypeDB
total releases 7most recent commit 8 months ago
Graphgallery ⭐ 440
GraphGallery is a gallery for benchmarking Graph Neural Networks.
total releases 23most recent commit a year ago
Geometricflux.jl ⭐ 334
Geometric Deep Learning for Flux
most recent commit 10 months ago
Geometric Gnn Dojo ⭐ 307
Geometric GNN Dojo provides unified implementations and experiments to explore the design space of Geometric Graph Neural Networks.
most recent commit a year ago
Ptgnn ⭐ 305
A PyTorch Graph Neural Network Library
total releases 18most recent commit 2 years ago
Pyneuralogic ⭐ 261
PyNeuraLogic lets you use Python to create Differentiable Logic Programs
total releases 44most recent commit 6 months ago
Torch Quiver ⭐ 256
PyTorch Library for Low-Latency, High-Throughput Graph Learning on GPUs.
total releases 7most recent commit a year ago
Relation Shape Cnn ⭐ 252
Relation-Shape Convolutional Neural Network for Point Cloud Analysis (CVPR 2019 Oral & Best paper finalist)
most recent commit 4 years ago
Escnn ⭐ 251
Equivariant Steerable CNNs Library for Pytorch https://quva-lab.github.io/escnn/
dependent packages 1total releases 16most recent commit 7 months agopypi escnn} Downloads
Difformer ⭐ 204
The official implementation for ICLR23 spotlight paper "DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion"
most recent commit a year ago
Evoskeleton ⭐ 198
Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded deep monocular 3D human pose estimation wth evolutionary training data"
most recent commit 3 years ago
Masif ⭐ 196
MaSIF- Molecular surface interaction fingerprints. Geometric deep learning to decipher patterns in molecular surfaces.
most recent commit 3 years ago
Deviant ⭐ 176
[ECCV 2022] Official PyTorch Code of DEVIANT: Depth Equivariant Network for Monocular 3D Object Detection
most recent commit 7 months ago
The 9 Most Depended On Geometric Deep Learning Open Source Projects
Pytorch_geometric ⭐ 20,456
Graph Neural Network Library for PyTorch
dependent packages 120total releases 40latest release October 12, 2023most recent commit 16 days agopypi torch-geometric} Downloads
Pytorch_cluster ⭐ 700
PyTorch Extension Library of Optimized Graph Cluster Algorithms
dependent packages 29total releases 43latest release October 12, 2023most recent commit 9 months agopypi torch-cluster} Downloads
Pytorch_spline_conv ⭐ 160
Implementation of the Spline-Based Convolution Operator of SplineCNN in PyTorch
dependent packages 17total releases 13latest release February 22, 2021most recent commit 8 months agopypi torch-spline-conv} Downloads
Stellargraph ⭐ 2,768
StellarGraph - Machine Learning on Graphs
dependent packages 6total releases 24latest release February 22, 2021most recent commit 10 months agopypi stellargraph} Downloads
Dgl Lifesci ⭐ 558
Python package for graph neural networks in chemistry and biology
dependent packages 4total releases 17latest release December 21, 2022most recent commit a year agopypi dgllife} Downloads
Pyg Lib ⭐ 137
Low-Level Graph Neural Network Operators for PyG
dependent packages 1total releases 1latest release April 13, 2023most recent commit 6 months agopypi pyg-library} Downloads
Escnn ⭐ 251
Equivariant Steerable CNNs Library for Pytorch https://quva-lab.github.io/escnn/
dependent packages 1total releases 16latest release April 01, 2022most recent commit 7 months agopypi escnn} Downloads
Graphein ⭐ 932
Protein Graph Library
dependent packages 1total releases 29latest release October 27, 2023most recent commit 6 months agopypi graphein} Downloads
Sphericart ⭐ 48
Multi-language library for the calculation of spherical harmonics in Cartesian coordinates
dependent packages 1total releases 1latest release April 27, 2023most recent commit 5 months agopypi sphericart-torch} Downloads
The 10 Latest Releases In Geometric Deep Learning Open Source Projects
Pyneuralogic ⭐ 261
PyNeuraLogic lets you use Python to create Differentiable Logic Programs
total releases 44latest release November 14, 2023most recent commit 6 months ago
Pypose ⭐ 1,103
A library for differentiable robotics.
total releases 23latest release November 07, 2023most recent commit 5 months ago
Graphein ⭐ 932
Protein Graph Library
dependent packages 1total releases 29latest release October 27, 2023most recent commit 6 months agopypi graphein} Downloads
Pytorch_geometric ⭐ 20,456
Graph Neural Network Library for PyTorch
dependent packages 120total releases 40latest release October 12, 2023most recent commit 16 days agopypi torch-geometric} Downloads
Pytorch_cluster ⭐ 700
PyTorch Extension Library of Optimized Graph Cluster Algorithms
dependent packages 29total releases 43latest release October 12, 2023most recent commit 9 months agopypi torch-cluster} Downloads
Haiku Geometric ⭐ 26
A collection of graph neural networks implementations in JAX
total releases 7latest release September 26, 2023most recent commit 7 months ago
Sphericart ⭐ 48
Multi-language library for the calculation of spherical harmonics in Cartesian coordinates
dependent packages 1total releases 1latest release April 27, 2023most recent commit 5 months agopypi sphericart-torch} Downloads
Pyg Lib ⭐ 137
Low-Level Graph Neural Network Operators for PyG
dependent packages 1total releases 1latest release April 13, 2023most recent commit 6 months agopypi pyg-library} Downloads
Dgl Lifesci ⭐ 558
Python package for graph neural networks in chemistry and biology
dependent packages 4total releases 17latest release December 21, 2022most recent commit a year agopypi dgllife} Downloads
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