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Source code and associated materials for resting-state individual alpha frequency estimation in EEGLAB

MATLAB 28 5 Updated Jul 28, 2022

TorchEEG is a library built on PyTorch for EEG signal analysis.

Python 357 47 Updated Jun 22, 2024

selfEEG: a Python library for Self-Supervised Learning on Electroencephalography (EEG) data

Python 35 11 Updated Jul 12, 2024

A library with tools for EEG analysis

Python 59 14 Updated Jun 7, 2024

Code associated with my Interpretable AI Book (https://www.manning.com/books/interpretable-ai)

Jupyter Notebook 56 23 Updated Dec 6, 2021

دوره‌ی مقدمه‌ای بر یادگیری ماشین، برای دانشجویان

Jupyter Notebook 311 98 Updated Sep 12, 2024

A collection of research materials on explainable AI/ML

1,382 187 Updated Aug 16, 2024

Applied Machine Learning Explainability Techniques, published by Packt

Jupyter Notebook 235 96 Updated Sep 20, 2023

Analysis of Transformer attention in EEG signal classification

Jupyter Notebook 40 8 Updated Sep 1, 2024

i. A practical application of Transformer (ViT) on 2-D physiological signal (EEG) classification tasks. Also could be tried with EMG, EOG, ECG, etc. ii. Including the attention of spatial dimension…

Python 245 27 Updated Mar 23, 2023

pyGlobalPlatform is a free open source GlobalPlatform library that can be used to JavaCard and other smartcards. You can use it to write python scripts for card resource management of GlobalPlatfor…

C 18 9 Updated Jul 20, 2017

Curated list of open-source Java Card applets and related applications for cryptographic smartcards

407 87 Updated Sep 6, 2024