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ŌURA
- Lyon, France
- https://raphaelvallat.com
- @RaphaelVallat
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Statistical package in Python based on Pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Algorithmic Feature Extraction of Respiratory Data
Fast SHAP value computation for interpreting tree-based models
Greifswald Sleep Stage Classifier - a deep-learning based EEG sleep stage classifier
A scikit-learn compatible neural network library that wraps PyTorch
PPG-beats is a Matlab library of algorithms to detect heartbeats in photoplethysmogram (PPG) signals.
Deep learning-based prediction of sleep stages using wearable accelerometry and photoplethysmography
Platform for Heart Rate Variability analysis of human and animal data.
Analytical pipeline and R functions for testing the performance of sleep-tracking technology.
A Julia package for fitting (statistical) mixed-effects models
Matplotlib styles for scientific plotting
A high-performance implementation of Wilkinson formulas for Python.
Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation
Deep learning software to decode EEG, ECG or MEG signals
Flexible time series feature extraction & processing
NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing
a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv)
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…
Python package for permutation tests, for statistics and machine learning.
U-Time: A Fully Convolutional Network for Time Series Segmentation
AntroPy: entropy and complexity of (EEG) time-series in Python
📦 Lempel-Ziv Complexity, fast implementations with 🐍 Python (naive, Numba or Cython for speedup), Open-Source (MIT) 👍 →
EntroPy: complexity of time-series in Python (DEPRECATED)
YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.