alvesand
I am broadly interested in the development and application of efficient statistical methods and machine learning in quantitative genomics.
University of Wisconsin-Madison
Pinned Repositories
alvesand.github.io
ANSCI-610
CPP_stuff
Curso-R
CV
easymanh
a simple and flexible function for displaying manhattan plots using any kind of score
gdrive_upload
qmtsvr
simdom
A simple non-optimized R script for generating simulated datasets with dominance effects using QMSim outputs
sound-analysis-with-librosa
alvesand's Repositories
alvesand/qmtsvr
alvesand/simdom
A simple non-optimized R script for generating simulated datasets with dominance effects using QMSim outputs
alvesand/sound-analysis-with-librosa
alvesand/alvesand.github.io
alvesand/ANSCI-610
alvesand/CPP_stuff
alvesand/Curso-R
alvesand/CV
alvesand/easymanh
a simple and flexible function for displaying manhattan plots using any kind of score
alvesand/gdrive_upload
alvesand/My-Curriculum-Vitae
alvesand/mydist
R function for building an Euclidean distance matrix using high density data
alvesand/optimized-SVR-cross-validation-in-kernlab
an example code for running time-optimized cross validation for a SVR model in Kernlab using a user-defined Kernel matrix .
alvesand/pyga
A simple genetic algorithm for hyperparameter tuning of sklearn models
alvesand/rs_capture
alvesand/SISG_Labs_Modules_9_and_12
alvesand/train.nn
A simplified R function for training a MLP (Multi-layer Perceptron) with Gradient Descent optmization and L2-norm regularization for regression analysis (Only for didactic purposes)