geometric-deep-learning · GitHub Topics

#计算机科学#Graph Neural Network Library for PyTorch

PyTorch geometric-deep-learning graph-neural-networks 深度学习 graph-convolutional-networks

Python 22.47 k

2 天前

#自然语言处理#Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

机器学习深度学习深度神经网络 pattern-recognition 机器视觉 optimization visual-recognition reinforcement-learning deep-reinforcement-learning 自然语言处理 artificial-neural-networks artificial-intelligence-algorithms bayesian-statistics speech-recognition graph-neural-networks Medical imaging geometric-deep-learning explainable-ai probability

HTML 12.59 k

8 个月前

stellargraph / stellargraph

#计算机科学#StellarGraph - Machine Learning on Graphs

graphs 机器学习 graph-convolutional-networks networkx geometric-deep-learning saliency-map interpretability heterogeneous-networks graph-neural-networks graph-analysis gcn graph-data Python 深度学习数据科学

Python 3.01 k

1 年前

ranahanocka / MeshCNN

#计算机科学#Convolutional Neural Network for 3D meshes in PyTorch

PyTorch geometric-deep-learning convolutional-neural-networks 机器学习 mesh computer-graphics segmentation 3D

Python 1.68 k

1 年前

pypose / pypose

#学习与技能提升#A library for differentiable robotics.

Robotics PyTorch Python learning optimization 深度学习 computer-graphics geometric-deep-learning Physics slam control planning autonomous-robots kalman-filter pose-estimation pose-graph-optimization

Python 1.42 k

3 个月前

lightaime / deep_gcns_torch

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

graph-neural-networks geometric-deep-learning Point cloud data-mining PyTorch 机器视觉 Bioinformatics cheminformatics social-network 深度学习 graph-convolutional-networks

Python 1.16 k

3 年前

a-r-j / graphein

#计算机科学#Protein Graph Library

protein protein-structure 深度学习 PyTorch graph-neural-networks dgl computational-biology Bioinformatics geometric-deep-learning pytorch-geometric Python drug-discovery

Jupyter Notebook 1.1 k

3 个月前

rusty1s / pytorch_cluster

PyTorch Extension Library of Optimized Graph Cluster Algorithms

PyTorch geometric-deep-learning graph-neural-networks

C++ 874

16 天前

awslabs / dgl-lifesci

#计算机科学#Python package for graph neural networks in chemistry and biology

深度学习 graph-neural-networks dgl cheminformatics Bioinformatics geometric-deep-learning drug-discovery Molecule

Python 754

2 年前

AstraZeneca / chemicalx

#计算机科学#A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)

深度学习 PyTorch deep-chemistry graph-neural-network drug drug-pair polypharmacy drug-discovery pharma drug-interaction Chemistry biology 机器学习 torch geometric-deep-learning geometry

Python 743

2 年前

LPDI-EPFL / masif

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

geometric-deep-learning

Python 657

1 年前

lightaime / deep_gcns

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

geometric-deep-learning graph-neural-networks Point cloud

Python 630

5 年前

typedb / typedb-ml

#计算机科学#TypeDB-ML is the Machine Learning integrations library for TypeDB

grakn graql 机器学习人工智能 knowledge-graph knowledgebase relational-learning graph-convolutional-networks graph-networks 神经网络 Python Tensorflow graph graphs geometric-deep-learning

Python 550

2 年前

chaitjo / geometric-gnn-dojo

Geometric GNN Dojo provides unified implementations and experiments to explore the design space of Geometric Graph Neural Networks (ICML 2023)

geometric-deep-learning graph-neural-networks equivariance PyTorch pytorch-geometric

Jupyter Notebook 500

1 年前

EdisonLeeeee / GraphGallery

GraphGallery is a gallery for benchmarking Graph Neural Networks

graph-neural-networks models graph geometric-deep-learning PyTorch adversarial-machine-learning dgl

Python 469

2 年前

QUVA-Lab / escnn

#计算机科学#Equivariant Steerable CNNs Library for Pytorch https://quva-lab.github.io/escnn/

深度学习 equivariance PyTorch geometric-deep-learning geometry

Python 439

8 个月前

Yochengliu / Relation-Shape-CNN

#计算机科学#Relation-Shape Convolutional Neural Network for Point Cloud Analysis (CVPR 2019 Oral & Best paper finalist)

人工智能深度学习 geometric-deep-learning convolutional-neural-network 3d-convolutional-network Point cloud 3D

Python 423

4 年前

microsoft / ptgnn

#计算机科学#A PyTorch Graph Neural Network Library

graph-neural-networks 深度学习 PyTorch geometric-deep-learning gnn

Python 375

3 年前

FluxML / GeometricFlux.jl

#计算机科学#Geometric Deep Learning for Flux

geometric-deep-learning flux graph-neural-networks 机器学习深度学习

Julia 354

2 年前

Nicholasli1995 / EvoSkeleton

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

human-pose-estimation 3d-pose-estimation data-augmentation 深度学习 evolutionary-algorithms bias-correction dataset 3d-computer-vision cvpr2020 geometric-deep-learning synthetic-data 3d-human-pose smpl cvpr

Python 338

4 年前