Other Functionnalities

Aikit offers other functionnalities that might be usefull for the DataScientist job.

Model Json

A function to back and forth between a json-like object and a sklearn-like model that can be fitted. This can be used to store the definition of a complete model into a json file for your projects.

• ModelJson

Stacking

Tools to do stacking easily without having to re-code everything from scratch.

• Model Stacking

Data Structure Helper

You also have tools to help you with things like :

• conversion of datatypes
• concatenation of heterogenous datatypes
• guess of type of columns
• …

See :

• Data Structure Helper

Block Manager

A special data storage that is able to contains several data of different types (but same number of observation) into one single object that is indexable

• Block Selector
• Block Manager