Requirements: SKlearn SK-opt pandas numpy
Module for the hyperparameter optimization of sklearn algorithms in predicting NMR shifts
Requires pandas dataframes as inputs with the columns containing 'atomic_rep' and 'shift'
use in tandem with mol_translator (https://github.com/Buttsgroup/mol_translator/tree/master/mol_translator) to generate the required dataframes from nmr log files.