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def force_aspect(ax, aspect=1):
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im = ax.get_images()
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extent = im[0].get_extent()
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ax.set_aspect(abs((extent[1]-extent[0])/(extent[3]-extent[2]))/aspect)
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def mpl_matshow(ax, data, shape):
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ax.matshow(data.reshape(shape, shape), cmap='hot', aspect='auto')
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ax.set_xticks([])
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ax.set_yticks([])
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force_aspect(ax)
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