Statistics for topic geometric-deep-learning

RepositoryStats tracks 643,405 Github repositories, of these 95 are tagged with the geometric-deep-learning topic. The most common primary language for repositories using this topic is Python (70). Other languages include: Jupyter Notebook (13)

Stargazers over time for topic geometric-deep-learning

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Most starred repositories for topic geometric-deep-learning (view more)

pyg-team
pytorch_geometric pyg-team
3.8k
22.3k
mit
255
Graph Neural Network Library for PyTorch
pytorch deep-learning graph-neural-networks geometric-deep-learning graph-convolutional-networks
Created 2017-10-06
7,787 commits to master branch, last one 3 days ago
kmario23
deep-learning-drizzle kmario23
3.0k
12.6k
unknown
604
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
probability optimization deep-learning explainable-ai computer-vision medical-imaging machine-learning speech-recognition visual-recognition bayesian-statistics pattern-recognition deep-neural-networks graph-neural-networks reinforcement-learning geometric-deep-learning artificial-neural-networks deep-reinforcement-learning natural-language-processing probabilistic-graphical-models artificial-intelligence-algorithms
Created 2018-11-26
154 commits to master branch, last one 6 months ago
stellargraph
stellargraph stellargraph
434
3.0k
apache-2.0
61
StellarGraph - Machine Learning on Graphs
gcn graphs python networkx graph-data data-science saliency-map deep-learning graph-analysis link-prediction interpretability machine-learning stellargraph-library graph-neural-networks graph-machine-learning heterogeneous-networks geometric-deep-learning machine-learning-algorithms graph-convolutional-networks
Created 2018-04-13
2,535 commits to develop branch, last one 3 years ago
ranahanocka
MeshCNN ranahanocka
330
1.7k
mit
45
Convolutional Neural Network for 3D meshes in PyTorch
3d mesh pytorch segmentation machine-learning computer-graphics geometric-deep-learning convolutional-neural-networks
Created 2019-05-06
37 commits to master branch, last one 3 years ago
pypose
pypose pypose
110
1.4k
apache-2.0
16
A library for differentiable robotics.
slam python control physics pytorch learning planning robotics lie-group optimization deep-learning kalman-filter pose-estimation autonomous-robots computer-graphics geometric-deep-learning pose-graph-optimization
Created 2021-11-11
1,307 commits to main branch, last one 28 days ago
lightaime
deep_gcns_torch lightaime
155
1.2k
mit
16
Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org
pytorch deep-gcns data-mining deep-learning bioinformatics social-network 3d-point-clouds cheminformatics computer-vision science-research graph-neural-networks geometric-deep-learning graph-convolutional-networks
Created 2019-07-30
312 commits to master branch, last one 2 years ago

Trending repositories for topic geometric-deep-learning (view more)

Last 3 days (new repositories)
no newly created repositories trending in the last 3 days
Last 3 days (absolute gain)
pyg-team
pyg-team/pytorch_geometric

Graph Neural Network Library for PyTorch

22,262 (+10)
mit
mims-harvard
mims-harvard/ATOMICA

ATOMICA: Learning Universal Representations of Intermolecular Interactions

128 (+3)
mit
pypose
pypose/pypose

A library for differentiable robotics.

1,383 (+1)
apache-2.0
Last 3 days (relative gain)
mims-harvard
mims-harvard/ATOMICA

ATOMICA: Learning Universal Representations of Intermolecular Interactions

128 (+2%)
mit
pypose
pypose/pypose

A library for differentiable robotics.

1,383 (+0.1%)
apache-2.0
pyg-team
pyg-team/pytorch_geometric

Graph Neural Network Library for PyTorch

22,262 (+0.0%)
mit
Last week (new repositories)
no newly created repositories trending in the last week
Last week (absolute gain)
pyg-team
pyg-team/pytorch_geometric

Graph Neural Network Library for PyTorch

22,262 (+26)
mit
mims-harvard
mims-harvard/ATOMICA

ATOMICA: Learning Universal Representations of Intermolecular Interactions

128 (+16)
mit
kmario23
kmario23/deep-learning-drizzle

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

12,550 (+5)
pypose
pypose/pypose

A library for differentiable robotics.

1,383 (+3)
apache-2.0
pyg-team
pyg-team/pyg-lib

Low-Level Graph Neural Network Operators for PyG

192 (+2)
Last week (relative gain)
mims-harvard
mims-harvard/ATOMICA

ATOMICA: Learning Universal Representations of Intermolecular Interactions

128 (+14%)
mit
zaixizhang
zaixizhang/FLAG

Implementation of ICLR23 paper "Molecule Generation for Target Protein Binding with Structural Motifs"

66 (+2%)
pyg-team
pyg-team/pyg-lib

Low-Level Graph Neural Network Operators for PyG

192 (+1%)
vLAR-group
vLAR-group/GrowSP

🔥GrowSP in PyTorch (CVPR 2023)

177 (+0.6%)
chaitjo
chaitjo/geometric-rna-design

gRNAde: Geometric Deep Learning for 3D RNA inverse design (ICLR 2025 Spotlight)

194 (+0.5%)
mit
Last month (new repositories)
no newly created repositories trending in the last month
Last month (absolute gain)
pyg-team
pyg-team/pytorch_geometric

Graph Neural Network Library for PyTorch

22,262 (+163)
mit
mims-harvard
mims-harvard/ATOMICA

ATOMICA: Learning Universal Representations of Intermolecular Interactions

128 (+125)
mit
kmario23
kmario23/deep-learning-drizzle

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

12,550 (+23)
pypose
pypose/pypose

A library for differentiable robotics.

1,383 (+18)
apache-2.0
ranahanocka
ranahanocka/MeshCNN

Convolutional Neural Network for 3D meshes in PyTorch

1,657 (+11)
mit
Last month (relative gain)
VicFisher
VicFisher/DiffPhore

Knowledge-Guided Diffusion Model for 3D Ligand-Pharmacophore Mapping

31 (+19%)
mit
hanjq17
hanjq17/GeoTDM

[NeurIPS 2024] The implementation for the paper "Geometric Trajectory Diffusion Models".

27 (+8%)
mit
zaixizhang
zaixizhang/Awesome-SBDD

Papers about Structure-based Drug Design (SBDD)

110 (+8%)
Dynamics-of-Neural-Systems-Lab
Dynamics-of-Neural-Systems-Lab/MARBLE

Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portrait features. Includes specific example on dynamical systems, s...

63 (+7%)
mit
PASSIONLab
PASSIONLab/OpenEquivariance

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

50 (+6%)
bsd-3-clause
Last 12-months (new repositories)
PASSIONLab
PASSIONLab/OpenEquivariance

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

50
bsd-3-clause
atomicarchitects
atomicarchitects/DeNS

[TMLR 2024] Generalizing Denoising to Non-Equilibrium Structures Improves Equivariant Force Fields

33
mit
VicFisher
VicFisher/DiffPhore

Knowledge-Guided Diffusion Model for 3D Ligand-Pharmacophore Mapping

31
mit
hanjq17
hanjq17/GeoTDM

[NeurIPS 2024] The implementation for the paper "Geometric Trajectory Diffusion Models".

27
mit
Last 12-months (absolute gain)
pyg-team
pyg-team/pytorch_geometric

Graph Neural Network Library for PyTorch

22,262 (+2,136)
mit
kmario23
kmario23/deep-learning-drizzle

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

12,550 (+788)
pypose
pypose/pypose

A library for differentiable robotics.

1,383 (+213)
apache-2.0
mims-harvard
mims-harvard/TxGNN

TxGNN: Zero-shot prediction of therapeutic use with geometric deep learning and clinician centered design

195 (+144)
mit
zaixizhang
zaixizhang/PocketGen

PocketGen (Nature Machine Intelligence 24): Generating Full-Atom Ligand-Binding Protein Pockets

177 (+135)
mit
Last 12-months (relative gain)
PASSIONLab
PASSIONLab/OpenEquivariance

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

50 (+900%)
bsd-3-clause
timkartar
timkartar/DeepPBS

Geometric deep learning of protein–DNA binding specificity

64 (+540%)
bsd-3-clause
zaixizhang
zaixizhang/PocketGen

PocketGen (Nature Machine Intelligence 24): Generating Full-Atom Ligand-Binding Protein Pockets

177 (+321%)
mit
MinkaiXu
MinkaiXu/EGNO

ICML2024: Equivariant Graph Neural Operator for Modeling 3D Dynamics

56 (+300%)
mit
mims-harvard
mims-harvard/TxGNN

TxGNN: Zero-shot prediction of therapeutic use with geometric deep learning and clinician centered design

195 (+282%)
mit