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Statistical package in Python based on Pandas

Python 1,655 141 Updated Dec 8, 2024

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

Python 44,067 18,083 Updated Dec 19, 2024

Algorithmic Feature Extraction of Respiratory Data

MATLAB 83 10 Updated Nov 7, 2022

Read and write EDF/EDF+ files.

Python 30 5 Updated Dec 3, 2024

Fast SHAP value computation for interpreting tree-based models

Python 525 33 Updated Jun 26, 2023

Greifswald Sleep Stage Classifier - a deep-learning based EEG sleep stage classifier

Python 10 1 Updated Dec 16, 2024

A scikit-learn compatible neural network library that wraps PyTorch

Jupyter Notebook 5,917 391 Updated Dec 19, 2024

PPG-beats is a Matlab library of algorithms to detect heartbeats in photoplethysmogram (PPG) signals.

MATLAB 55 10 Updated Sep 24, 2024

Deep learning-based prediction of sleep stages using wearable accelerometry and photoplethysmography

Python 27 3 Updated Jun 4, 2024

Platform for Heart Rate Variability analysis of human and animal data.

Python 33 9 Updated Jan 29, 2024

Analytical pipeline and R functions for testing the performance of sleep-tracking technology.

HTML 12 Updated Jan 5, 2024

A Julia package for fitting (statistical) mixed-effects models

Julia 411 48 Updated Dec 11, 2024

Matplotlib styles for scientific plotting

Python 7,257 714 Updated Oct 12, 2024

Sequence learning toolkit for Python

Python 691 101 Updated Mar 24, 2023

A high-performance implementation of Wilkinson formulas for Python.

Python 356 25 Updated Dec 17, 2024

Sleep stage detection using ECG

Python 108 25 Updated Dec 17, 2024

Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation

Python 774 83 Updated Oct 23, 2024

Deep learning software to decode EEG, ECG or MEG signals

Python 842 183 Updated Dec 15, 2024

Flexible time series feature extraction & processing

Python 406 26 Updated Sep 6, 2024

NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing

Python 1,625 429 Updated Dec 8, 2024

a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv)

Shell 6,404 403 Updated Dec 8, 2024

SpiSOP is free software for most commonly used basic sleep EEG analyses in one easy tool, and facilitates the fast replication of results on large data quanta, as well as enables others to share an…

MATLAB 34 8 Updated Mar 5, 2019

Python package for permutation tests, for statistics and machine learning.

Python 20 1 Updated Oct 11, 2024

U-Time: A Fully Convolutional Network for Time Series Segmentation

Python 259 68 Updated Aug 8, 2024

AntroPy: entropy and complexity of (EEG) time-series in Python

Python 303 55 Updated Dec 14, 2024
Python 62 21 Updated Jul 6, 2023

📦 Lempel-Ziv Complexity, fast implementations with 🐍 Python (naive, Numba or Cython for speedup), Open-Source (MIT) 👍 →

Jupyter Notebook 34 10 Updated Mar 31, 2021

EntroPy: complexity of time-series in Python (DEPRECATED)

Python 157 47 Updated Mar 29, 2021

YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.

Python 431 115 Updated Jul 4, 2024
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