Suggestion - use sklearn.cluster class

[PeterPirog]

My suggestion is to create sklearn like class with methods:

fit - saving data from dataset as class atributes, this atributes can be use to create tsv files when call predict or transform methods
predict - to return cluster number
transform - to return probailities of belonging to every class

[pierrepo]

Thanks for suggestion @PeterPirog, having something similar to the Scikit-learn api would be nice.
I'm unfortunately running out of time now, but I'll keep it in mind.