Fixing notebooks with recent numpy and sklearn #326
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The notebooks failed to run because the referenced libs had breaking changes.
fit_transformwantsnp.arraydoesn't work withlistanymore.np.histogrammust not have the parameter 'normed' anymore because it was broken and deprecated