Accelerated Design and Discovery of Perovskites with High Conductivity for Energy applications through Machine Learning

Predicted_Data_NPJ.xlsx: Conductivity and Charge Carrier data predicted for :i) Type I undopedii) Type II undopediii) Type I A-site dopediv) Type II A-site dopedv) Type I B-site doped vi)Type II B-site doped perovskites DataJournal_NPJ.xlsx: Conductivity and charge carrier type collected from literature for perovskite XGB_Final.py : Script for the final Machine Learning regression and classification models. Conductivity_TargetFeaturesSet.csv: File containing the targets and feature set used by the Machine Learning model.