Sökning: "Karthik Nair"

Hittade 1 uppsats innehållade orden Karthik Nair.

1. 1. Optimisation of autoencoders for prediction of SNPs determining phenotypes in wheat

   Master-uppsats, Uppsala universitet/Institutionen för biologisk grundutbildning; Uppsala universitet/Institutionen för informationsteknologi

   Författare :Karthik Nair; [2021]
   Nyckelord :Deep Learning; Machine Learning; Convolutional Neural Networks; Convolutional Variational Autoencoders; Autoencoders; SNP-Phenotype relationships; Genetics; Agricultural Bioinformatics; Neural Networks; Unsupervised Learning;

   Sammanfattning : The increase in demand for food has resulted in increased demand for tools that help streamline plant breeding process in order to create new varieties of crops. Identifying the underlying genetic mechanism of favourable characteristics is essential in order to make the best breeding decisions. LÄS MER