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torch-geometric

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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

machine-learning deep-learning tabular-data pytorch classification object-detection open3d pytorch-lightning icevision torch-geometric tasks-flash fiftyone pytorch-video

UpdatedOct 8, 2023
Python

sangyx /gtrick

Bag of Tricks for Graph Neural Networks.

graph-neural-networks dgl torch-geometric

UpdatedJul 19, 2024
Jupyter Notebook

ytchx1999 /PyG-OGB-Tricks

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

graph-convolutional-networks gnns node-classification graph-neural-networks torch-geometric ogb open-graph-benchmark residual-connections

UpdatedAug 11, 2021
Python

fpichi /gca-rom

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

machine-learning deep-learning pytorch neural-networks model-order-reduction graph-neural-networks torch-geometric parametric-pdes

UpdatedJun 26, 2024
Jupyter Notebook

Ascend-Research /AIO-P

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

deep-learning tensorflow pytorch object-detection human-pose-estimation semantic-segmentation aaai instance-segmentation neural-architecture-search panoptic-segmentation torch-geometric aaai2023

UpdatedJun 7, 2024
Python

nnaakkaaii /g2-MLP

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

deep-learning pytorch graph-convolutional-networks gcn graph-neural-networks gnn torch-geometric gmlp

UpdatedNov 12, 2022
Shell

Ascend-Research /GENNAPE

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

deep-learning tensorflow pytorch image-classification aaai neural-architecture-search torch-geometric aaai2023

UpdatedJun 7, 2024
Python

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

python deep-neural-networks deep-learning pytorch data-augmentation meta-learning graph-classification few-shot-learning graph-neural-networks maml-algorithm few-shot-classifcation torch-geometric

UpdatedNov 9, 2022
Python

mabdolali /GNN_bootcamp

Graph Neural Networks: From Zero To Hero

graph-neural-networks torch-geometric gnn-tutorial gnn-bootcamp

UpdatedSep 28, 2024
Jupyter Notebook

taindp98 /ConAN-FGW

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

optimal-transport molecular-prediction graph-neural-networks torch-geometric message-passing-neural-network

UpdatedFeb 22, 2025
Python

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

machine-learning deep-learning pytorch graph-convolutional-networks adjacency-matrix graph-attention-networks graph-neural-networks gcn-architecture gnn-learning torch-geometric molecular-property-prediction msdlib

UpdatedMay 30, 2024
Python

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

deep-learning neural-network tensorflow graphs community-detection torch networkx semi-supervised-learning unsupervised-learning attention-mechanism torch-geometric

UpdatedFeb 3, 2023

taxi-forecast

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.

nyc deep-learning time-series pytorch lstm rnn mlp taxi nyc-taxi-dataset arimax gnn torch-geometric

UpdatedAug 29, 2024
Jupyter Notebook

theadamsabra /node_embedders

Torch geometric compatible node embedders

deepwalk graph-machine-learning node2vec graph-embeddings torch-geometric

UpdatedDec 19, 2023
Python

Deceptrax123 /Drug-Drug-Interaction-Dataloader

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

deep-learning graphs pytorch dataset dataloader chemical-reactions gnns graph-neural-networks drug-drug-interaction graph-datasets torch-geometric

UpdatedDec 3, 2023
Python

evandiewald /helium-arango-analysis

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

networkx arangodb helium-blockchain torch-geometric

UpdatedNov 17, 2021
Python

LakhderAmine99 /Graph_Neural_Networks

An introduction to graph neural networks with pytorch

python deep-learning pytorch neural-networks graph-theory graph-convolutional-networks gcn graph-neural-networks gnn torch-geometric pygeometric

UpdatedApr 8, 2023
Jupyter Notebook

sophiaas /transform-datasets

Datasets for modeling transformations in data.

numpy pytorch torch-geometric

UpdatedDec 8, 2023
Jupyter Notebook

DragonChen-TW /SPGIE_thesis

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

computer-vision deep-learning graph pytorch explainable-ai graph-neural-networks torch-geometric

UpdatedJan 14, 2025
Jupyter Notebook

pratzohol /GPPT-working

Rebased the code for GPPT

dgl torch-geometric graph-prompt

UpdatedSep 14, 2023
Python

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