update "Lime and synthetic data" notebook
update "Lime and synthetic data" notebook

* added charts which show local vs global classifier predictions
  at different sigma values;
* fixed a bug: LogisticRegression was not able to
  handle data without bias and with too much regularization.

TeamHG-Memex/eli5,TeamHG-Memex/eli5,TeamHG-Memex/eli5