CaTransDecodingCode/GenerateDecodePlotsScript.py at master · rweaton/CaTransDecodingCode · GitHub

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#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""
Created on Sat Oct 5 15:38:09 2019

@author: thugwithyoyo
"""
importnumpyasnp
importpandasaspd
fromPeriEventTraceFuncLibimport*
fromcollectionsimportdefaultdict
importos
importtkinterastk
fromtkinter.filedialogimportaskopenfilename

#RestoreFilePath = SavePath +'.dat'
root=tk.Tk()
RestoreFilePath=askopenfilename()
root.withdraw()

# Open workspace.
#exec(open('./RestoreShelvedWorkspaceScript.py').read())
try:

exec(open('./RestoreShelvedWorkspaceScript.py').read())

except:

print('Unshelving error. Will attempt to continue...')

drive, path_and_file=os.path.splitdrive(RestoreFilePath)
path, file=os.path.split(path_and_file)

FigureTitle=file[0:19]

# Initialize figure
fig1, axs1=plt.subplots()
fig1.suptitle(FigureTitle)

# Plot performance and performance control plots
PlotSpecDict= {'measure': 'performance',
'measure_median': 'performance_median',
# 'measure_bars': 'performance_CLs',
'measure_bars': 'performance_SE_bounds',
'color':'orange'}

GenerateConfIntsPlot(ConfInts, Performance, PlotSpecDict,
axs1, 'fw_sliding')

PlotSpecDict= {'measure': 'performance_median',
'measure_median': 'performance_median',
# 'measure_bars': 'performance_CLs',
'measure_bars': 'performance_SE_bounds',
'color':'gray'}

GenerateConfIntsPlot(EventsShuffled, EventsShuffled, PlotSpecDict,
axs1, 'fw_sliding')

axs1.set_xbound(lower=ParamsDict['BoundaryWindow'][0],
upper=ParamsDict['BoundaryWindow'][1])
axs1.set_ybound(lower=0., upper=1.)
axs1.set_yticks([0., 0.5, 1.])
axs1.set_yticklabels(['0', '50', '100'])

# Save figure
PerfFigSavePath= (path+os.sep+file[0:19] +'_Perf_'+'SW_w'+
str(int(1000.*ParamsDict['WindowWidth'])) +'ms_i'+
str(int(1000.*ParamsDict['StepWidth'])) +'ms.svg')

fig1.savefig(PerfFigSavePath)

# Plot mutual information and mutual information control plots
fig2, axs2=plt.subplots()
fig2.suptitle(FigureTitle)

PlotSpecDict= {'measure': 'mutual_info',
'measure_median': 'mutual_info_median',
# 'measure_bars': 'mutual_info_CLs',
'measure_bars': 'mutual_info_SE_bounds',
'color':'orange'}

GenerateConfIntsPlot(ConfInts, Performance, PlotSpecDict,
axs2, 'fw_sliding')

PlotSpecDict= {'measure': 'mutual_info_median',
'measure_median': 'mutual_info_median',
# 'measure_bars': 'mutual_info_CLs',
'measure_bars': 'mutual_info_SE_bounds',
'color':'gray'}

GenerateConfIntsPlot(EventsShuffled, EventsShuffled, PlotSpecDict,
axs2, 'fw_sliding')

axs2.set_xbound(lower=ParamsDict['BoundaryWindow'][0],
upper=ParamsDict['BoundaryWindow'][1])
axs2.set_ybound(lower=0., upper=1.)

# Save figure
MutInfFigSavePath= (path+os.sep+file[0:19] +'_MutInf_'+'SW_w'+
str(int(1000.*ParamsDict['WindowWidth'])) +'ms_i'+
str(int(1000.*ParamsDict['StepWidth'])) +'ms.svg')

fig2.savefig(MutInfFigSavePath)