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
