* output parameter in dict "RSS" changed into "score" because various scoring statistics can be chosen.
1.2.8
* Added possibility to use different scoring statistics. The parameter "stats" is to be used to define the scoring statistic: RSS, wasserstein, Kolmogorov-Smirnov statistic (ks) or energy
1.2.7
* Fitting of discrete non-negative integer data is possible now using the binomial distribution! * Updated sphinx pages * Updated readme * Updated notebook
from distfit import distfit dist = distfit(method='discrete') dist.fit_transform(X)
1.2.6
* Improved speed * Iutputs time duration for fitting distribution * Dataframe is not a default output anymore. Nevertheless, it can be returned using to todf=True setting during initialization * Removed unsupported distributions: frechet_r and frechet_l * Update docs and readme * Smoothline function integrated instead of seperate file.
1.1.6
* pypickle used * pep styling * tested for python 3.8
1.1.5
* removed levy_l and stable from full list of distributions because it is too slow.