fer-rplazas / feature-extractor

Installation

Install dependencies

• dask
• numba
• xarray
• jaxtyping

With conda (recommended):

conda install -c conda-forge dask numba xarray
pip install jaxtyping

Install package into environment in editable/development mode

pip install -e /path/to/this/folder

Usage

Import into your scripts

from feature_extractor import FeatureExtractor


extractor = FeatureExtractor(n_jobs=-1, fs = 4096)
extractor = calculate_features(X) # X is an array of shape (n_epochs x n_channels x n_samples)
features = extractor.features