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18 stars written in Python
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Regression Graph Neural Network (regGNN) for cognitive score prediction.

Python 67 17 Updated Apr 19, 2023

How to fuse a population of graphs into a single one using graph neural networks?

Python 24 13 Updated Oct 24, 2023

MultiGraphGAN for predicting multiple target graphs from a source graph using geometric deep learning.

Python 21 4 Updated Apr 2, 2023

EvoGraphNet for graph time-series forecasting from a single timepoint.

Python 16 7 Updated Dec 4, 2023

Federated time-dependent graph evolution prediction with missing timepoints.

Python 4 3 Updated Mar 23, 2023

StairwayGraphNet for inter- and inter-modality graph superresolution.

Python 3 Updated Apr 7, 2023

Federated Multimodal and Multiresolution Graph Integration

Python 3 Updated Sep 8, 2023

Template-based federated multiview domain alignment

Python 2 Updated Oct 23, 2023
Python 2 1 Updated Oct 31, 2023

ManimML is a project focused on providing animations and visualizations of common machine learning concepts with the Manim Community Library.

Python 1 Updated Nov 4, 2023

Federated prediction of graph multi-trajectory evolution

Python 1 1 Updated Oct 27, 2023

Diffusion-based Graph Super-resolution

Python 1 Updated Oct 24, 2023

TODO

Python 1 Updated Oct 30, 2023

Message Passing Neural Networks for Molecule Property Prediction

Python 1 Updated Oct 3, 2023

Leaf: A Benchmark for Federated Settings

Python 1 Updated Mar 24, 2023

Heterogeneous federated learning for graph super-resolution

Python 1 1 Updated Nov 16, 2023
Python 1 1 Updated Jan 14, 2024

Tool to anonymize DICOM data headers.

Python 1 Updated Jul 11, 2023