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1d_conv

1D CNN for rsfmri timecourses classification

3dgroupconv

3D Group Convolutions

3dgroupconv_

3dgroupconvnet

3D Group Convolutions for MRI classification/regression

ahmedelgazzar0.github.io

Ahmed's personal website

ali

Adversarially Learned Inference

awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

brain-image-analysis

Paper list and resources on machine learning for brain image (e. g. fMRI and sMRI) analysis.

cnn4brca

Using Convolutional Neural Networks (CNN) for Semantic Segmentation of Breast Cancer Lesions (BRCA). Master's thesis

computation-thru-dynamics

Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.

conditional_vae

conditional variational autoencoder written in Keras

cutpastemed

dast-gcn

Official Pytorch Implementation of the paper Dynamic Adaptive Spatio-temporal Graph Convolution for fMRI Modelling

deep-reinforcement-learning-hands-on

Hands-on Deep Reinforcement Learning, published by Packt

diffrax

Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable.

dope_paper_summaries

Summaries and highlights of insightful papers in AI.

elgazzarr.github.io

fmri-gnns

Implementation of several GNN models for fMRI psychaitric disorders classification.

fmri-s4

A verstaile classifier of phenotypes and psychiatric disorders from fMRI timecourses.

fmrignns

Benchmarking GNNs for fMRI analysis

fpi

Code for FPI submission to MOOD 2020

fun_rl

Using Deep Reinforcment Learning to solve fun tasks.

hemis

ml-foundations

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

neural_si

Modelling and control of neural systems with neural differential equations

random

ElGazzar's personal website

tf-dagmm

Tensorflow Implementation of dagmm: Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection, Zong et al, 2018

the-gan-zoo

A list of all named GANs!

unet