Dunia Pino Del Carpio's repositories
Repo-2017
Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano
parsnip
A tidy unified interface to models
hrbrthemes
:lock_with_ink_pen: Opinionated, typographic-centric ggplot2 themes and theme components
cheapml
Machine Learning algorithms coded from scratch
yardstick
Tidy methods for measuring model performance
genetic-algorithm-feature-selection
Script to select the best subset of variables based on genetic algorithm in R
ratervar
R package for the analyses of rater variability and trait contribution to horticultural quality
object-size
Measure size of an object (height and width) using a reference object
Plant-diseases-classifier
Artificial Intelligence app that detects diseases in plants using a deep learning model
ldsc-corrplot-rg
corrplot of LDSC genetic correlation results
DC-ML-2019
Materials for the Applied Machine Learning Workshop in Washington DC
BASS-Net
Band-Adaptive Spectral-Spatial Feature Learning Deep Neural Network for Hyperspectral Image Classification
JuliaWorkshopDec2018
Julia for whole-genome analyses
Hyperspectral
Deep Learning for Land-cover Classification in Hyperspectral Images.
shiny_histogram
histogram with selectize
shiny_boxplot
testing data visualization
AAfun
ASReml-R Added functions
stat479-machine-learning-fs18
Course material for STAT 479: Machine Learning (FS 2018) at University Wisconsin-Madison
Deep-Chemometrics
Using deep learning approaches and convolutional neural networks (CNN) for spectroscopical data (deep chemometrics)
BGGE
Package to genomic prediction focused on GE genomic models
octane-NIR
Example of NIR spectrogram processing for regression using Python
deep-belief-network
A Python implementation of Deep Belief Networks built upon NumPy and TensorFlow with scikit-learn compatibility
Keras_Deep_Clustering
How to do Unsupervised Clustering with Keras
stability
Stability Analysis of Genotype by Environment Interaction
PS
R functions used in Rincent et al. for evaluating the predictive abilities of SNP and NIRS through cross-validations
genomic_index_selection
Genomic index selection R scripts