GitHub - ZeitzerLab/polysomnography23: This repo contains Python code for processing and running analysis on polysomnography data.

Polysomnography Analysis 2023

This repo contains Python code for processing and running analysis on polysomnography data.

Run pip install -r requirements.txt to install dependencies.

Parameters:

Name		Name	Last commit message	Last commit date
csvdata		csvdata
featureimpplots		featureimpplots
optimized_params		optimized_params
relative_stats		relative_stats
.gitignore		.gitignore
README.md		README.md
all_data_analysis.py		all_data_analysis.py
clustering.ipynb		clustering.ipynb
cv_results.csv		cv_results.csv
feat_imp_plotter.py		feat_imp_plotter.py
generate_append_WASO.py		generate_append_WASO.py
main.py		main.py
main_runner.py		main_runner.py
notes.txt		notes.txt
plots.zip		plots.zip
plottingcorell.ipynb		plottingcorell.ipynb
requirements.txt		requirements.txt
stats.zip		stats.zip
stats_swshiftsthresholded_LTDP10.csv		stats_swshiftsthresholded_LTDP10.csv
stats_swshiftsthresholded_REST10.csv		stats_swshiftsthresholded_REST10.csv
stats_wasothresholded_LTDP10.csv		stats_wasothresholded_LTDP10.csv
stats_wasothresholded_REST10.csv		stats_wasothresholded_REST10.csv
stats_wasothresholded_swshiftsthresholded_LTDP10.csv		stats_wasothresholded_swshiftsthresholded_LTDP10.csv
stats_wasothresholded_swshiftsthresholded_REST10.csv		stats_wasothresholded_swshiftsthresholded_REST10.csv