Stochastic Gradient

Here is an implementation of Stochastic Gradient with sigmoid loss fuction. Sampling is not linearly separative, so algorithm works bad. But I hope my view of an algorithm is right.
You recommended me to use number data so csv file contains four numerical characteristics of person (it is written in txt file).