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geometric-deep-learning

Here are 235 public repositories matching this topic...

pyg-team / pytorch_geometric

Graph Neural Network Library for PyTorch

deep-learning pytorch graph-convolutional-networks geometric-deep-learning graph-neural-networks

Updated Nov 18, 2024
Python

kmario23 / deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

machine-learning natural-language-processing deep-neural-networks reinforcement-learning computer-vision deep-learning optimization probability deep-reinforcement-learning medical-imaging speech-recognition artificial-neural-networks pattern-recognition probabilistic-graphical-models bayesian-statistics artificial-intelligence-algorithms visual-recognition geometric-deep-learning explainable-ai graph-neural-networks

Updated Oct 19, 2024
HTML

stellargraph / stellargraph

StellarGraph - Machine Learning on Graphs

python data-science machine-learning deep-learning graphs machine-learning-algorithms networkx graph-data graph-analysis graph-machine-learning link-prediction graph-convolutional-networks gcn saliency-map interpretability geometric-deep-learning graph-neural-networks heterogeneous-networks stellargraph-library

Updated Apr 10, 2024
Python

MeshCNN

ranahanocka / MeshCNN

Convolutional Neural Network for 3D meshes in PyTorch

machine-learning computer-graphics pytorch mesh segmentation convolutional-neural-networks 3d geometric-deep-learning

Updated Feb 7, 2024
Python

pypose / pypose

A library for differentiable robotics.

python learning control deep-learning robotics optimization physics computer-graphics pytorch planning lie-group slam kalman-filter pose-estimation pose-graph-optimization geometric-deep-learning autonomous-robots

Updated Sep 19, 2024
Python

lightaime / deep_gcns_torch

Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org

data-mining bioinformatics computer-vision deep-learning cheminformatics social-network pytorch 3d-point-clouds graph-convolutional-networks science-research geometric-deep-learning graph-neural-networks deep-gcns

Updated Jul 31, 2022
Python

graphein

a-r-j / graphein

Protein Graph Library

Updated Oct 23, 2024
Jupyter Notebook

rusty1s / pytorch_cluster

PyTorch Extension Library of Optimized Graph Cluster Algorithms

pytorch geometric-deep-learning graph-neural-networks cluster-algorithms

Updated Nov 14, 2024
C++

awslabs / dgl-lifesci

Python package for graph neural networks in chemistry and biology

bioinformatics deep-learning cheminformatics molecule drug-discovery geometric-deep-learning graph-neural-networks dgl

Updated Nov 1, 2023
Python

chemicalx

AstraZeneca / chemicalx

A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)

machine-learning deep-learning chemistry geometry biology torch pytorch drug-discovery drug smiles pharma geometric-deep-learning graph-neural-network drug-interaction polypharmacy smiles-strings deep-chemistry drug-pair torchdrug

Updated Sep 11, 2023
Python

lightaime / deep_gcns

Tensorflow Repo for "DeepGCNs: Can GCNs Go as Deep as CNNs?" ICCV2019 Oral https://www.deepgcns.org

3d-point-clouds geometric-deep-learning graph-neural-networks deep-gcns

Updated Jan 23, 2020
Python

LPDI-EPFL / masif

MaSIF- Molecular surface interaction fingerprints. Geometric deep learning to decipher patterns in molecular surfaces.

protein-surface molecular-surface geometric-deep-learning

Updated Jun 19, 2024
Python

typedb / typedb-ml

TypeDB-ML is the Machine Learning integrations library for TypeDB

python machine-learning ai neural-network graph tensorflow graphs ml artificial-intelligence knowledge-graph knowledgebase knowledge-graph-completion relational-learning link-prediction graph-convolutional-networks grakn graql geometric-deep-learning graph-networks

Updated Nov 18, 2023
Python

chaitjo / geometric-gnn-dojo

Geometric GNN Dojo provides unified implementations and experiments to explore the design space of Geometric Graph Neural Networks.

pytorch graph-isomorphism geometric-deep-learning graph-neural-networks pytorch-geometric equivariance geometric-graphs equivariant-networks e3nn

Updated May 22, 2024
Jupyter Notebook

EdisonLeeeee / GraphGallery

GraphGallery is a gallery for benchmarking Graph Neural Networks, From InplusLab.

graph models pytorch adversarial-machine-learning pyg geometric-deep-learning graph-neural-networks dgl graphgallery

Updated Aug 14, 2023
Python

Yochengliu / Relation-Shape-CNN

Relation-Shape Convolutional Neural Network for Point Cloud Analysis (CVPR 2019 Oral & Best paper finalist)

deep-learning artificial-intelligence convolutional-neural-network 3d-graphics 3d-point-clouds 3d-convolutional-network geometric-deep-learning normal-estimation 3d-shape-segmentation 3d-shape-recognition

Updated Sep 30, 2021
Python

microsoft / ptgnn

A PyTorch Graph Neural Network Library

deep-learning pytorch geometric-deep-learning graph-neural-networks gnn

Updated Feb 1, 2022
Python

QUVA-Lab / escnn

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

deep-learning geometry pytorch invariant geometric-deep-learning isometries equivariance rotations symmetries

Updated Oct 31, 2024
Python

FluxML / GeometricFlux.jl

Geometric Deep Learning for Flux

flux machine-learning deep-learning geometric-deep-learning graph-neural-networks juliagraphs

Updated Oct 29, 2023
Julia

Nicholasli1995 / EvoSkeleton

Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded deep monocular 3D human pose estimation wth evolutionary training data"

deep-learning dataset evolutionary-algorithms human-pose-estimation data-augmentation cvpr synthetic-data bias-correction 3d-human-pose 3d-computer-vision geometric-deep-learning 3d-pose-estimation 2d-to-3d smpl feed-forward-neural-networks kinematic-trees cvpr2020 generalization-on-diverse-scenes annotaton-tool

Updated Jul 10, 2021
Python

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