by GCBC Ventures | Jan 5, 2020 | Cheminformatics, Machine Learning
Previous articles in this series: Prediction of Small Molecule Lipophilicity: Part 1 – Data Exploration Prediction of Small Molecule Lipophilicity: Part 2 – TPOT (Tree-based Pipeline Optimization Tool) With Morgan (Circular) Fingerprints Introduction Neural Network...
by GCBC Ventures | Oct 17, 2019 | Bioinformatics, Machine Learning
Peptide Binding – Part 1: 1D Convolutional Neural Network Introduction Recurrent Neural Networks Data & Code Results 1. Introduction In this article, we continue our exploration of the peptide binding problem described in Peptide Binding – Part 1: 1D...
by GCBC Ventures | Sep 29, 2019 | Bioinformatics, Machine Learning
Introduction Data Simple 1D CNN Simple 1D CNN With Cross Validation And Early Stopping Code 1. Introduction In Deep Learning for Cancer Immunotherapy, Leon Eyrich Jessen used various machine learning algorithms to classify peptide binding strength into three classes,...