NicholasHattrup / linear_regression

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linear_regression

Written with python 3.7.3

The 'gen_identifiers', 'gen_rxn_data', and 'gen_descriptors' excel files contain information on the kraken phosphorus ligand library (https://chemrxiv.org/engage/chemrxiv/article-details/60c757f9702a9bdb7018cbd4). and the ligands employed in the study described in https://pubs.acs.org/doi/full/10.1021/jacs.1c08399.

gen_linear_regression.ipynb: code for univariate correlations and a predictive workflow employing forward stepwise linear regression. Requires 'ForwardStepCandidates_updated.py' and 'loo_q2.py'.

gen_threshold_and_multidescriptor_plot.ipynb: code for the threshold analysis and visualization of stereoelectronic space.

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