clantigua/CAPA_Deviatio_Root_Cause_Classifier

CAPA / DeviationRoot Cause Classifier.

An NLP app that predicts the root cause categories of a manufacturing deviation from its text description, plus a dashboard

of historical root cause trends. How it works: text is cleaned and lemmatized with spaCY, converted to TF- IDF features

and classified with a scikit - learn model.