KIRUBHANANDAN

braindecode

Deep learning software to decode EEG or MEG signals

AttnSleep

The code for TNSRE work: "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"

mneflow

Neural networks for EEG-MEG decoding with MNE-python and Tensorflow.

Seizure-Detection-Tutorials

A series of tutorials teaching the use of Python for epileptic seizure detection on open-source datasets

eeg-analyse

Scripts and functions to analyse various paradigms and experiments in EEG signal processing literature

vizgradcam

vizgradcam is the fastest way to visualize GradCAM with your Keras models.

Epileptic-Seizure-Detection

Deep Learning, Wavelet Analysis and Fourier Transforms for identification of abnormal EEG in Epilepsy patients

VG_CommunityDetection

Visibility Graph Community Detection code and data for manuscript

pyvisgraph

Given a list of simple obstacle polygons, build the visibility graph and find the shortest path between two points

BTP_Seizure_Pred

EEG-Datasets

A list of all public EEG-datasets

vgspectra

Visibility graphs for robust harmonic similarity measures between audio spectra

pyeeg

Python + EEG/MEG = PyEEG

physionet

A convolutional neural network to detect atrial fibrillation from a single-lead ECG

code

ECG Classification

pytorch-lstm

Pytorch implemntation of "Lstm: A search space odyssey" paper

STGCN-PyTorch

🚗 Implementation of spatio-temporal graph convolutional network with PyTorch

feature-selection

Controls-BootCamp

Control systems presentations covering the boot camp lectures by steve brunton ref: https://www.youtube.com/watch?v=Pi7l8mMjYVE&list=PLMrJAkhIeNNR20Mz-VpzgfQs5zrYi085m

EEG

Python toolbox for EEG analysis

ROC-CURVES-FOR-MACHINE-LEARNING-ALGORITHMS

hello-world

numpy tutorial

time-series-medicine

Code and documentation for seizure prediction from EEG data