Pinned Repositories
BrainNet-ML-ToolBox
Python Machine Learning Toolbox for Brain Network Classification. Source codes are included of the top 20 teams in the Kaggle competition.
DGL
Deep Graph-Based Learning Course (ICL, Computing)
DGN
How to fuse a population of graphs into a single one using graph neural networks?
FALCON
FALCON: Feature-Label Constrained Graph Net Collapse for Memory Efficient GNN
gGAN
Generative adversarial network for normalizing and predicting time-dependent graphs with respect to a fixed template.
GNNs-in-Network-Neuroscience
A review of papers proposing novel GNN methods with application to brain connectivity published in 2017-2020.
HUNet
Deep hypergraph U-Net (HUNet) for brain graph embedding and classification.
RegGNN
Regression Graph Neural Network (regGNN) for cognitive score prediction.
survey-multigraph-integration-methods
Comparative survey of multigraph integration methods
Journal-Club
The RISE Journal Club aims to create a friendly environment to discuss the latest state-of-the-art papers in the areas of medical image analysis, AI and computer vision. The moderators will briefly introduce the paper and then moderate a discussion where everyone is welcome to provide their thoughts and ask any questions on the paper.
basiralab's Repositories
basiralab/DGL
Deep Graph-Based Learning Course (ICL, Computing)
basiralab/DGN
How to fuse a population of graphs into a single one using graph neural networks?
basiralab/EvoGraphNet
EvoGraphNet for graph time-series forecasting from a single timepoint.
basiralab/GiNN-MICCAI24-Tutorial
"GNNs in Network Neuroscience" MICCAI 2024 Tutorial; October 10, 2024 — Marrakesh
basiralab/CQSIGN
Affordable GNN using Topological Contraction
basiralab/FedGmTE-Net-plus
basiralab/GraphGradIn
basiralab/Dif-GSR
Diffusion-based Graph Super-resolution
basiralab/RepNet
TODO
basiralab/UniFed
basiralab/AutoGPT
An experimental open-source attempt to make GPT-4 fully autonomous.
basiralab/DeltaGNN
todo
basiralab/DuoGNN
basiralab/FALCON
FALCON: Feature-Label Constrained Graph Net Collapse for Memory Efficient GNN
basiralab/FedGmTE-Net
Federated prediction of graph multi-trajectory evolution
basiralab/FMDGNN
TODO
basiralab/generative_adversarial_networks_101
Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.
basiralab/ManimML
ManimML is a project focused on providing animations and visualizations of common machine learning concepts with the Manim Community Library.
basiralab/mathematics-for-DL-book
Code for the book "Mathematical Introduction to Deep Learning: Methods, Implementations, and Theory"
basiralab/RepFL
Heterogeneous federated learning for graph super-resolution
basiralab/RepTreeFL
Federated learning from limited data using model replica.
basiralab/STP-GSR
basiralab/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
basiralab/DHSampling
basiralab/Awesome-Foundation-Models-in-Medical-Imaging
A curated list of foundation models for vision and language tasks in medical imaging
basiralab/DynGNN
basiralab/Gen-HNN
basiralab/gnn_logic_global_expl
Official repository of GLGExplainer (ICLR2023)
basiralab/math-lm
basiralab/TopoModelX
Topological Deep Learning