Investigating Active Learning and Meta-Learning for Iterative Peptide Design

no code implementations • 20 Nov 2019 • Rainier Barrett, Andrew D. White

One way this method can be improved is by ensuring that each experiment provides the best improvement in both peptide properties and predictive modeling accuracy.

Active Learning Binary Classification +2

Classifying Antimicrobial and Multifunctional Peptides with Bayesian Network Models

1 code implementation • 17 Apr 2018 • Rainier Barrett, Shaoyi Jiang, Andrew D. White

Bayesian network models are finding success in characterizing enzyme-catalyzed reactions, slow conformational changes, predicting enzyme inhibition, and genomics.