Plotting 2d slices of 3d data in python (preferably using matplotlib)

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I want to plot 2d slices of 3d data as shown in this figure (2d slices of 3d data goes here). Is it possible to do it in python, preferably using matplotlib? I am hoping to have someone provide me with guidance, or a sample code is even better. I appreciate any help anyone can provide.

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