Iamisara's repositories
multitaper_toolbox
A multitaper spectral estimation toolbox implemented in Matlab, Python, and R
mne-python
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
tutorials
MONAI Tutorials
RTML
Deep Learning (a.k.a. Recent Trends in Machine Learning) course at dsai.asia
EEG_Meditation
Recording-Resting State by SUNSUN
Deep-Learning-for-BCI
Resources for Book: Deep Learning for EEG-based Brain-Computer Interface: Representations, Algorithms and Applications
EEG-Datasets
A list of all public EEG-datasets
Python-for-EEG
A basic demonstration how to use Python-MNE to analyze EEG signal. For the sake of simplicity, I just use my personal P300 signal.
Python-for-Data-Science
This is the repository for the course Python for Data Science, covering basic python, scientific libraries (e.g., numpy, pandas, sklearn), ML from scratch, PyTorch, and NLP.
MedicalZooPytorch
A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
Lempel-Ziv-Complexity
Notebooks for analysis or experimentation