gnn-learning

There are 2 repositories under gnn-learning topic.

gongchenghua / Awesome-Survey-Graphs-with-Heterophily
A Survey of Learning from Graphs with Heterophily
contrastive-learning deep-learning gnn-learning gnns heterophily self-supervised-learning survey
56
aravi11 / funcGNN
CFG based program similarity using Graph Neural Networks
gnn-framework graphsage mloncode python3 gnn-learning similarity-detection source-code-analysis
Language:Python 33
H4Y3J1N / Graph-Travel
with GUG, Let's explore the Graph Neural Network!
gnn gnn-algorithm gnn-architectures gnn-learning gnn-model
Language:Jupyter Notebook 14
Billy1900 / GNN-Learning-and-Integration
Awesome GNN Learning For beginners
gnn graph-neural-networks gnn-learning machine-learning pytorch batch-size graph-convolution
12
xiaomingaaa / GNNApp-Papers
Listing the research works related to risk control based on GNN and its interpretability. 1. we can learn the application of GNN in risk control (including fraud detection). 2. For possible prediction, we can use the interpretability of GNN to explaine how can we get such results.
deep-learning gnn-learning interpretability machine-learning
Language:Python 9
HamzaGbada / GCN-Numpy
An implementation from scratch of Graph Convolutional Networks (GCN) using Numpy
python numpy gnn-learning gnn-model graph
Language:Python 5
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
deep-learning gcn-architecture gnn-learning graph-attention-networks graph-convolutional-networks machine-learning pytorch torch-geometric msdlib adjacency-matrix graph-neural-networks molecular-property-prediction
Language:Python 4
lipinski / graph-neural-network
The repository is a collection of Jupyter notebooks showcasing various projects related to graph neural networks (GNNs). Each notebook provides a detailed explanation of the project and its implementation, making it easy for users to understand and replicate the results.
gnn gnn-learning gnn-model graph-algorithms graph-convolutional-network graph-neural-networks graph-problems graphs
Language:Jupyter Notebook 4
aravi11 / EAGNN
Official PyTorch Implementation of paper 'Edge-Based Graph Neural Networks for Cell-Graph Modeling and Prediction'
ai-healthcare digital-pathology edge-detection gnn-learning graph-neural-networks cell-graphs tissue-analysis
Language:Python 2
axyz1288 / GNN
Implement GNN models (GAT, GCN)
gnn graph deep-learning gnn-learning gcn pytorch
Language:Jupyter Notebook 2
elias-ba / gnn-workshop-galsenai
A collection of GNN projects
machine-learning deep-learning graph-algorithms gnn-learning tensorflow pytorch
Language:Jupyter Notebook 1
rvdb7345 / ArticleClassifier
Literature indexing using Graph Neural Networks and label-guided text embeddings.
gnn-learning label-guided-embeddings laha literature-classification literature-mining scibert
Language:Jupyter Notebook 1
BenceV / Honours-PushesAndGNNs
In this project I explore an potential approach to estimate a human’s intention in a dyadic collaborative manipulation task by learning to predict the intended future trajectory of the co-manipulated object via the latent graph representation of the system.
python pandas tensorflow tensorflow2 sonnet gnn gnn-model gnn-learning
0
jhyun0919 / Project_EE394V_SPR2021
code & report files for Project of EE394V SPR 2021
dc-opf gnn-learning graph uncertainty-realization
Language:Jupyter Notebook 0
shubhamkrpandey19 / Message-Passing-Neural-Network-MPNN-for-Regression
SMILES converted into Graphs that contains atomic information, bonding informatics. Graphs considered as input for the NN to Predict Melting Pont of Liquid Crystals (LCs)
gnn-learning liquid-crystals melting-point-prediction mpnn-model smiles-strings
Language:Python

gnn-learning

gongchenghua / Awesome-Survey-Graphs-with-Heterophily

aravi11 / funcGNN

H4Y3J1N / Graph-Travel

Billy1900 / GNN-Learning-and-Integration

xiaomingaaa / GNNApp-Papers

HamzaGbada / GCN-Numpy

abdullah-al-masud / graph-convolutional-network

lipinski / graph-neural-network

aravi11 / EAGNN

axyz1288 / GNN

elias-ba / gnn-workshop-galsenai

rvdb7345 / ArticleClassifier

BenceV / Honours-PushesAndGNNs

jhyun0919 / Project_EE394V_SPR2021

shubhamkrpandey19 / Message-Passing-Neural-Network-MPNN-for-Regression