fancytools.stats package

Submodules

fancytools.stats.findBestDistribution module

fancytools.stats.findBestDistribution.findBestDistribution(data, disttype='continuous')

find best statistical distribution,see: http://docs.scipy.org/doc/scipy-0.14.0/reference/stats.html

currently only continuous distributions embedded

returns scipy.stats[DIST], fitparams

fancytools.stats.inverseHistogram module

fancytools.stats.inverseHistogram.inverseHistogram(hist, bin_range)

sample data from given histogram and min, max values within range

Returns:data that would create the same histogram as given Return type:np.array