sandhu-wsu Goto Github PK

active-learning-plant-phenotyping

analysis-pipeline

bglr-r

bip

UAS image batch processing for MicaSense RedEdge and Altum cameras

blups_heritability

ceris-jgra-workshop

deep-scoping

deepgp

A tool to implement Genomic Prediction Experiments using Deep Learning

dl_gwas

dl_wheat

envrtype

Provide tools for collecting environmental data from GIS-based platforms,enabling environmental characterization studies, providing environmental relatedness kinships and kernels for genomic prediction of reaction norms

genomic-selection-tutorial

gmstool

helixer

Using Deep Learning to predict gene annotations

heritability

Heritability in plant breeding - R and SAS code examples

imageprocessing

MicaSense RedEdge and Altum image processing tutorials

lectures

Lectures, documents and presentations

maize_early_yield_prediction

Repository with the code for predicting the yield of crop varieties using deep learning and early phenotype data.

napb-r-workshops

napb_experimentaldesign

Experimental Design Workshop for NAPB Youtube

nimbus

Nimbus is a Ruby gem to implement Random Forest algorithms in a genomic selection context

pkgdown

Generate static html documentation for an R package

ps

R functions used in Rincent et al. for evaluating the predictive abilities of SNP and NIRS through cross-validations

ready-steady-go-ai

rr-blup-with-fixed-effects

Supplementary Material forEvaluation of Genomic Prediction Models that Incorporates Peak GWAS Signals in Maize and Sorghum Diversity Panels

rrblup

:exclamation: This is a read-only mirror of the CRAN R package repository. rrBLUP — Ridge Regression and Other Kernels for Genomic Selection. Homepage: http://potatobreeding.cals.wisc.edu/software

sommer

traitextraction

plot-level trait extraction through geo-processing

trisocieties-amplicon-workshop

yield-prediction-dnn

This repository contains my code for the "Crop Yield Prediction Using Deep Neural Networks" paper.