I am try to answer about plotting (your ax[0], ax[1]).
ax here comes from Matplotlib’s subplots.
example: a single figure with two axes:
fig, ax = plt.subplots(2)
ax[0].plot(something)
ax[1].plot(something)
Please read [1] for the refence:
[1] Creating multiple subplots using plt.subplots — Matplotlib 3.6.0 documentation
plt.subplots
returns a tuple that consist of a figure and axes where the number of axes depends on the first and second arguments of the plt.subplots
takes which are nrows
and ncols
for example
fig, ax = plt.subplots(1, 2)
returns a figure that consist of 1 row
and 2 columns
so to draw on the first axis you just need to index the ax
like this ax[0]
.
and you can use it as
ax[0].plot(...)
for the first axis.
ax[1].plot(...)
for the second axis.