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gcn-architecture

Here are 14 public repositories matching this topic...

FedeCana00 / GNN

GNN to classify breast cancer patients in LUMINAL A / LUMINAL B

mlp-classifier gnn gcn-architecture gnn-model

Updated Oct 26, 2023
Jupyter Notebook

NitinPrasad5 / Active-Learning_Graph-Convolution-Network

In this project, I implemented an active learning framework utilizing the GCN query technique. The objective was to train a ResNet18 model on CIFAR-10 with reduced data, achieving accuracy comparable to full dataset training.

machine-learning cifar10 active-learning resnet-18 gcn-architecture

Updated Jun 29, 2024
Jupyter Notebook

aaaastark / graph-convolution-network-with-dimensional-redaction-and-differential-algorithms-python

Graph Convolution Network GCN with Dimensional Redaction and Differential Algorithms using Python

python tensorflow ipython numpy sklearn pandas networkx dimensionality-reduction matplotlib differential-evolution gcn cora gcn-architecture pymoo stellargraph pubmad

Updated Aug 15, 2022

o-Senpai-o / Graph_neural_networks

Zero-to-hero for Graph Neural Networks

deepwalk knowledge-graph node2vec randomwalk gat gcn-architecture nodeclassification edgeanalysis

Updated Mar 1, 2023
Jupyter Notebook

FaceInCake / 4740_Project_GCN

Something to do with Math I think

python pytorch superpixels coco-dataset panoptic-segmentation gcn-architecture gnn-model

Updated Apr 21, 2024
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

Updated May 30, 2024
Python

sna-hm / DLM

Combining Long-term Recurrent Convolutional and Graph Convolutional Networks to Detect Phishing Sites using URL and HTML

url html deep-learning lrcn-network phishing-detection gcn-architecture

Updated Jun 19, 2022
Python

SmartData-Polito / gnn-for-darknet

This repo contains the codes and the notebooks used for the paper "Exploring Temporal GNN Embeddings for Darknet Traffic Analysis".

nlp word2vec embeddings darknet gnn gcn-architecture

Updated Sep 7, 2023
Jupyter Notebook

andreabac3 / NLP-Semantic-Role-Labeling

NLP - Semantic Role Labeling using GCN, Bert and Biaffine Attention Layer. Developed in Pytorch

nlp natural-language-processing neural-network crf pytorch neural bert gcn srl semantic-role-labeling biaffine graph-convolutional-network attention-layer gcn-architecture graph-deep-learning conditional-random-field biaffine-attention-layer

Updated Sep 12, 2020
Python

basiralab / HADA

HADA (Hiearachical Adversarial Domain Alignment) for brain graph prediction and classification.

graph-convolutional-networks graph-classification geometric-deep-learning gnns network-neuroscience graph-neural-networks gcn-architecture graph-alignment hierarchical-domain-alignment deep-graph-alignment brain-graphs adversarial-graph-prediction graph-synthesis graph-prediction hada

Updated Jun 2, 2020
Python

C-opt / GCN-tutorial

Introductory tutorial on Graph Convolutional Networks with Keras

neural-network graph keras tutorial-code gcn gcn-architecture

Updated Aug 1, 2019
Jupyter Notebook

Bachfischer / COMP90051-StatML-Assignment-1

Source code for Assignment 1 of COMP90051 (Semester 2 2020)

gcn-architecture pytorch-biggraph fastgae-graph-autoencoder

Updated Apr 19, 2021
Jupyter Notebook

Yvanali / TGNet

TGNet: Geometric Graph CNN on 3-D Point Cloud Segmentation

point-cloud segmentation semantic-segmentation 3d-deep-learning gcn-architecture

Updated Nov 29, 2021
Python

SConsul / Global_Convolutional_Network

Pytorch implementation of GCN architecture for semantic segmentation

semantic-segmentation gcn global-convolution-network pytorch-implmention gcn-architecture

Updated Apr 1, 2019
Python

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