raphaelvallat

raphaelvallat's Stars

• garrettj403/SciencePlots

  Matplotlib styles for scientific plotting

  Language:Python7.2k6295712

• pyenv/pyenv-virtualenv

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

  Language:Shell6.4k75343403

• skorch-dev/skorch

  A scikit-learn compatible neural network library that wraps PyTorch

  Language:Jupyter Notebook5.9k81514391

• raphaelvallat/pingouin

  Statistical package in Python based on Pandas

  Language:Python1.6k31302139

• neuropsychology/NeuroKit

  NeuroKit2: The Python Toolbox for Neurophysiological Signal Processing

  Language:Python1.6k30503423

• braindecode/braindecode

  Deep learning software to decode EEG, ECG or MEG signals

  Language:Python82419277180

• deeptime-ml/deeptime

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

  Language:Python764207484

• larsmans/seqlearn

  Sequence learning toolkit for Python

  Language:Python6904028101

• linkedin/FastTreeSHAP

  Fast SHAP value computation for interpreting tree-based models

  Language:Python52273032

• raphaelvallat/yasa

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

  Language:Python42719110115

• JuliaStats/MixedModels.jl

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

  Language:Julia4081931348

• predict-idlab/tsflex

  Flexible time series feature extraction & processing

  Language:Python40285026

• matthewwardrop/formulaic

  A high-performance implementation of Wilkinson formulas for Python.

  Language:Python3451211025

• raphaelvallat/antropy

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

  Language:Python301121953

• perslev/U-Time

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

  Language:Python25786167

• raphaelvallat/entropy

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

  Language:Python15691547

• cbrnr/sleepecg

  Sleep stage detection using ECG

  Language:Python10347125

• zelanolab/breathmetrics

  Algorithmic Feature Extraction of Respiratory Data

  Language:MATLAB822810

• JanCBrammer/biopeaks

  A graphical user interface for feature extraction from heart- and breathing biosignals.

  Language:Python654236

• elyiorgos/sleeppy

  Language:Python601621

• peterhcharlton/ppg-beats

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

  Language:MATLAB545310

• Frederik-D-Weber/spisop

  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 and communicate the exact methods.

  Language:MATLAB34408

• Naereen/Lempel-Ziv_Complexity

  :package: Lempel-Ziv Complexity, fast implementations with :snake: Python (naive, Numba or Cython for speedup), Open-Source (MIT) :+1: →

  Language:Jupyter Notebook344610

• physiozoo/physiozoo

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

  Language:Python333279

• the-siesta-group/edfio

  Read and write EDF/EDF+ files.

  Language:Python306184

• MADSOLSEN/SleepStagePrediction

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

  Language:Python25333

• qbarthelemy/PyPermut

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

  Language:Python20221

• SRI-human-sleep/sleep-trackers-performance

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

  Language:HTML12110

• jshanna100/gssc

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

  Language:Python10311

• SRI-human-sleep/sleep_tracker_menu

  Language:Python5201