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make only left subplots and bottom subplots (in MxN panels) contain x and y axis labels

The best solution is probably pyplot.subplots(). You can do like:

fig, axes = pyplot.subplots(nrows=3, ncols=4, sharex=True,

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and then only the left and bottom axes will have the labels displayed.

To access each subplot you can get it from axes like you do in a matrix: ax = axes[i,j]

To control the tick positions you can use:


To set an axis label you can do:


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