cleaned Makefigures.py

MakeFigures.py

@@ -3,7 +3,7 @@ import scipy.io as sio
 from brian2 import *
 
 #specify where the images must be saved
-outputdir = '/home/Nina/Documents/SBI_project/Output/Paper_Figures_ver1/'
+outputdir = '/home/yourdir'
 
 def rasterplot(APs, savetitle, dt, start, stop, color):
     figure(figsize=(8.5, 2.2), dpi=300)
@@ -25,15 +25,8 @@ def Marginaldiffplot(samples1, samples2, numparams, priorlimits, parlabels, save
         vals, xvals = np.histogram(samples2[:, ind], bins=30)
         two, = ax.plot(xvals[1:], vals, color='#9A98B5')
         ax.set_xlim(priorlimits[ind])
-        # ax.set_xticks(priorlimits[ind])
         ax.set_xlabel(parlabels[ind])
         ax.spines[['right', 'top']].set_visible(False)
-        # ax.set_ylabel("Count")
-        # ax.set_title('{0:.6f}'.format(Pvals[ind])) #ax.set_title(str(Pvals[ind]))
-        # ax.set_xticks(priorlimits[ind])
-        # ax.legend([one, two], ["Most efficient 2%", "Least efficient 2%"], ncol=3, loc=((0.0, 1)))
-        # ax.set_ylim(bottom=0)
-        # ax.set_ylim([0, 250])
         tight_layout()
         plt.savefig(savetitle + parlabels[ind] + '.png', dpi=400, format='png',
                     bbox_inches="tight", transparent=True)