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GitHub topics: torch-geometric

mathLab/PINA

Physics-Informed Neural networks for Advanced modeling

Language: Python - Size: 131 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 493 - Forks: 75

NCMBianchi/DrugRepurposing Fork of carmenreep/DrugRepurposing

Automated drug repurposing pipeline for rare diseases – using Jupyter Notebook, Docker-compose, Flask, Monarch API, DGIdb API, RDkit, Node2vec, XGboost and Torch-geometric.

Language: Python - Size: 107 MB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 0 - Forks: 1

sangyx/gtrick

Bag of Tricks for Graph Neural Networks.

Language: Jupyter Notebook - Size: 693 KB - Last synced at: 2 days ago - Pushed at: 10 months ago - Stars: 293 - Forks: 19

Sh-31/Relational-Group-Activity-Recognition

A modern implementation of ECCV 2018 paper: "Hierarchical Relational Networks for Group Activity Recognition and Retrieval".

Language: Python - Size: 27.6 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

fpichi/gca-rom

GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.

Language: Jupyter Notebook - Size: 526 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 35 - Forks: 10

Lightning-Universe/lightning-flash 📦

Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains

Language: Python - Size: 12.8 MB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 1,741 - Forks: 212

taindp98/ConAN-FGW Fork of duyhominhnguyen/conan-fgw

🧬 Official implementation of Structure-Aware E(3)-Invariant Molecular Conformer Aggregation Networks [ICML 2024]

Language: Python - Size: 23.8 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 5 - Forks: 0

DragonChen-TW/SPGIE_thesis

Code of my master thesis - Local Image Explainer based on Superpixel Algorithms and Graph Neural Networks

Language: Jupyter Notebook - Size: 80 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

machinelearningzuu/everything-about-graph-neural-nets

In this repo I have implement different applications of GNN which covers Node Level, Edge level, Graph level tasks with different GNN variants such as GCN, GAT, Graph SAGE

Size: 15.2 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

quy-ng/GASubgraph

using GA to find an important subgraph

Language: Jupyter Notebook - Size: 1.36 MB - Last synced at: 6 days ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

edwarddramirez/taxi-forecast

Forecast NYC taxi activity with deep learning. We compare the performances of models based on MLPs, RNNs, LSTMs, GNNs, and ARIMAX. Additionally, our code provides users with an easy-to-use pipeline for producing custom time series datasets of taxi activity from publicly available NYC TLC data.

Language: Jupyter Notebook - Size: 130 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

Ascend-Research/GENNAPE

Code repo for the paper "GENNAPE: Towards Generalized Neural Architecture Performance Estimators", accepted to AAAI-23.

Language: Python - Size: 120 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 8 - Forks: 1

Ascend-Research/AIO-P

Code repo for the paper "AIO-P: Expanding Neural Performance Predictors Beyond Image Classification", accepted to AAAI-23.

Language: Python - Size: 201 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 10 - Forks: 1

abdullah-al-masud/graph-convolutional-network

This repository is a brief tutorial about how Graph convolutional networks and message passing networks work with example code demonstration using pytorch and torch_geometric

Language: Python - Size: 1.34 MB - Last synced at: 12 months ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 0

pratzohol/GPPT-working

Rebased the code for GPPT

Language: Python - Size: 12.5 MB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

theadamsabra/node_embedders

Torch geometric compatible node embedders

Language: Python - Size: 40 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Deceptrax123/GNN-Dataloader-For-Chemical-Interaction-Applications

PyTorch code for an effective way of making a Molecular Graph Dataset in Torch Geometric involving a pair of graphs from chemical SMILE strings

Language: Python - Size: 77.1 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

RianBrug/gcn_for_covid_sc_brazil

This project optimizes a Graph Convolutional Network (GCN) model with Optuna to predict COVID-19 cases in various regions, incorporating additional features alongside historical data for improved accuracy.

Language: Python - Size: 419 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

LouisStefanuto/icecube_kaggle

Kaggle competition (2023). Predict neutrino particle direction with Deep Graph Neural Networks.

Language: Jupyter Notebook - Size: 6.35 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

lmriccardo/few-shot-graph-classification

Project for Deep Learning And Applied AI course at the University of "La Sapienza" in Master in Computer Science A.A. 2021/2022

Language: Python - Size: 61.7 MB - Last synced at: about 1 hour ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 0

ytchx1999/PyG-OGB-Tricks

Bags of Tricks in OGB (node classification) with GCNs.

Language: Python - Size: 1.01 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 30 - Forks: 4

sophiaas/transform-datasets

Datasets for modeling transformations in data.

Language: Jupyter Notebook - Size: 8.05 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

nnaakkaaii/g2-MLP

g2-MLP: State-of-the-Art Model for Node Classification on Graphs (PPI Dataset)

Language: Shell - Size: 960 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 1

evandiewald/helium-arango-analysis

Tools for querying, visualizing, and modeling network graphs on the Helium blockchain.

Language: Python - Size: 30.3 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

Related Keywords
torch-geometric 24 pytorch 15 deep-learning 13 graph-neural-networks 11 machine-learning 5 graph-convolutional-networks 3 tensorflow 3 networkx 3 python 3 lstm 2 computer-vision 2 dgl 2 numpy 2 node2vec 2 graph 2 graphs 2 graph-attention-networks 2 neural-network 2 pytorch-lightning 2 gnns 2 neural-architecture-search 2 torch 2 aaai2023 2 aaai 2 neural-networks 2 gnn 2 object-detection 2 msdlib 1 molecular-property-prediction 1 graph-prompt 1 deepwalk 1 graph-embeddings 1 gnn-learning 1 gcn-architecture 1 adjacency-matrix 1 semantic-segmentation 1 panoptic-segmentation 1 instance-segmentation 1 human-pose-estimation 1 image-classification 1 time-series 1 taxi 1 rnn 1 nyc-taxi-dataset 1 helium-blockchain 1 arangodb 1 gmlp 1 gcn 1 residual-connections 1 open-graph-benchmark 1 ogb 1 node-classification 1 meta-learning 1 maml-algorithm 1 graph-classification 1 few-shot-learning 1 few-shot-classifcation 1 deep-neural-networks 1 data-augmentation 1 icecube 1 scikit-learn 1 pyenv 1 predictive-modeling 1 pandas 1 optuna 1 open-source 1 historical-data 1 graph-datasets 1 dataset 1 dataloader 1 chemical-reactions 1 graph-machine-learning 1 temporal-modeling 1 resnet-50 1 paper-implementations 1 multi-person-activity 1 group-activity-recognition 1 eccv2018 1 xgboost-model 1 rdkit-chem 1 monarchinitiative 1 jupyter-notebook 1 flask-web 1 drug-repurposing 1 docker-compose 1 bioinformatics 1 pinn 1 physics-informed-neural-networks 1 physics-informed 1 pde 1 ode 1 neural-operators 1 modeling 1 lightining 1 hacktoberfest 1 equation-learning 1 differential-equations 1 nyc 1 mlp 1 arimax 1