I have a set of PDF that I need to plot for a certain section of the PDF domain. However, when I plot my lines on a 3d plot I get tails for each PDF,
Is there a clean way to not plot the tails that happen outside my plot limits? I know I can change the data to NaNs to achieve the same effect but I want to do this in matplotlib. Here is my current workaround code,
`# trim the data
y = np.ones(PDF_x.shape)*PDF_x
y[y>95]= np.nan
y[y<75]= np.nan
# plot the data
fig = plt.figure()
ax = fig.gca(projection='3d')
for i in range(PDF_capacity.shape[1]):
ax.plot(life[i]*np.ones((PDF_x.shape)),y,PDF_capacity[:,i], label='parametric curve')
# set the axis limits
ax.set_ylim(75,95)
# add axis labels
ax.set_xlabel('charge cycles to failure point of 75% capacity')
ax.set_ylabel('capacity at 100 charge cycles')
ax.set_zlabel('probability')`
After trimming I can make the following plot,
