How to normalize matplotlib colormap on Natural Logarithm scale

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I would like to use imshow for plotting a matrix whose elements are in [1, 64]. To normalise the colormap, I could only find "LogNorm", however, I need something like "LnNorm", normalising the matrix elements on natural logarithm scale. Is there a way that I could do this?

Thanks for your help.

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