Aikit offers other functionnalities that might be usefull for the DataScientist job.
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.
Tools to do stacking easily without having to re-code everything from scratch.
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
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