Adding Support for Categorical Features
- Mentors
- fkiraly, Anirban Ray
- Organization
- sktime
- Technologies
- python, numpy, pandas
- Topics
- machine learning, time series
sktime in its current state does not support categorical variables in input data and this has been an often requested feature from its users.
This project aims to add categorical support (for exogeneous input) to the forecasting and transformation modules by reworking the base framework layer and datatypes module. Another objective is to ensure categorical data works when used in sktime pipelines and relevant compositors.