This repo contains the 'FeSTE' python package which helps in the features management from the pre-filtering to the pre-processing and feature elimination.
To install it:
pip install cefesteThe .py package is stored in src and contains 3 sub-modules:
The main class of this module is FeatureSelection. It applies several filters that can be grouped in the following:
It is more a technical module which contains 3 classes useful for generating the production pipeline:
The main class of this module is FeatureElimination which is useful for selecting the most useful feature to keep in the model and optimize the hyperparams in the meanwhile.
It is a recursive method that at each iteration can:
FAQs
Feature Selection and Elimination
We found that cefeste demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 2 open source maintainers collaborating on the project.
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