notebook with ann inference example added

[monkey0head]

added example of ALS inference with nmslib library

• als training
• making prediction with predict method
• building index on item vectors with default parameters
• evaluating quality of prediction with- and without seen filtering
• building more complex index on item vectors for better quality

[monkey0head]

added ids conversion with StringIndexer instead of protected ._convert_index()