NaimahmedNesaragi

eeg-gcnn

Code to reproduce results reported in the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network". Accepted for publication (with an oral spotlight!) at ML4H Workshop, NeurIPS 2020.

TM-GCN

Pytorch code for TM-GCN, a Dynamic Graph Convolutional Networks Using the Tensor M-Product

FL-DPDM

PHASE 1- Generating DP Synthetic Data without Training

Frechet-Inception-Distance

CPU/GPU/TPU implementation of the Fréchet Inception Distance

NeuroKit

NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing

transdim

Machine learning for transportation data imputation and prediction.

ANTs

Advanced Normalization Tools (ANTs)

awesome-ai-ml-dl

Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.

awesome-beamer

Creating presentation slides by using Beamer in LaTeX.

awesome-community-detection

A curated list of community detection research papers with implementations.

awesome-graph-classification

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

aws-machine-learning-university-accelerated-cv

Machine Learning University: Accelerated Computer Vision Class

Challenge2021_firstunofficial

datagene

DataGene - Identify How Similar TS Datasets Are to One Another (by @firmai)

Deep-learning-books

Books for machine learning, deep learning, math, NLP, CV, RL, etc

DL4MI

Workshop Deep Learning for Medical Imaging

Early-Sepsis-Classification-Analysis

Analysis and prediction of Sepsis in patients

GEM

hi-GCN

Code of hi-GCN

hidden-stratification

Combating hidden stratification with GEORGE

johannfaouzi.github.io

Personal website

KDEpy

Kernel Density Estimation in Python

large-language-models

mit-15-003-data-science-tools

Study guides for MIT's 15.003 Data Science Tools

NTURGB-D

Info and sample codes for "NTU RGB+D Action Recognition Dataset"

Reservoir-Computing-framework-for-multivariate-time-series-classification

Library for implementing multivariate time series classifiers based on reservoir computing (echo state network)

siml

Machine Learning algorithms implemented from scratch

TAME

tensor_classification

Code for tensor classification.

TLBCI

Matlab source code of the paper "D. Wu, R. Peng, J. Huang and Z. Zeng, Transfer Learning for Motor Imagery Based Brain-Computer Interfaces: A Complete Pipeline, Information Sciences, 2020, submitted."