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Book Review – Deep Learning for the Life Sciences: Applying Deep Learning to Genomics, Microscopy, Drug Discovery & More

by GCBC Ventures | Nov 14, 2019 | Bioinformatics, Book Reviews, Cheminformatics, Machine Learning

Our Summary While our review is certainly not very positive, it is not entirely negative. Our impression is that the book was a missed opportunity. Given the knowledge and experience of the authors, we expected a book that was filled with the type of details such as...

Peptide Binding – Part 2: Recurrent Neural Networks

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...

Peptide Binding – Part 1: 1D Convolutional Neural Network

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,...

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