raphaelvallat
Sleep science, signal processing, machine-learning & statistics. Staff ML scientist, ŌURA. Former postdoctoral researcher, UC Berkeley.
ŌURALyon, France
Pinned Repositories
visbrain
A multi-purpose GPU-accelerated open-source suite for brain data visualization
antropy
AntroPy: entropy and complexity of (EEG) time-series in Python
conn_tools
Some tools for the extraction and plot of second-level ROI-to-ROI results from CONN Toolbox
entropy
EntroPy: complexity of time-series in Python (DEPRECATED)
pingouin
Statistical package in Python based on Pandas
Thesis
PhD thesis manuscript
yasa
YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.
yasa_classifier
Notebooks for training the classifier of YASA sleep staging
raphaelvallat's Repositories
raphaelvallat/pingouin
Statistical package in Python based on Pandas
raphaelvallat/yasa
YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.
raphaelvallat/antropy
AntroPy: entropy and complexity of (EEG) time-series in Python
raphaelvallat/entropy
EntroPy: complexity of time-series in Python (DEPRECATED)
raphaelvallat/conn_tools
Some tools for the extraction and plot of second-level ROI-to-ROI results from CONN Toolbox
raphaelvallat/yasa_classifier
Notebooks for training the classifier of YASA sleep staging
raphaelvallat/Thesis
PhD thesis manuscript
raphaelvallat/sleepecg
Sleep stage detection using ECG
raphaelvallat/raphaelvallat.github.io
Personal website
raphaelvallat/SleepViz
Sleep Visualization Tool for polysomnographic data
raphaelvallat/vallat2023_coupling_glucose
Python code to reproduce the results and figures of Vallat et al. 2023, "Coordinated human sleeping brainwaves map peripheral body glucose homeostasis." Cell Reports Medicine.
raphaelvallat/hrv
A Python package for heart rate variability analysis
raphaelvallat/tensorpac
Phase-Amplitude Coupling under Python
raphaelvallat/visbrain
A lightweight version of the Sleep module of the Visbrain package
raphaelvallat/pyActigraphy
Python-based open source package for actigraphy data analysis
raphaelvallat/pyedflib
pyedflib is a python library to read/write EDF+/BDF+ files based on EDFlib.
raphaelvallat/pyRiemann
Python package for covariance matrices manipulation and Biosignal classification with application in Brain Computer interface