MVPA tutorial - Rogers lab brain imaging unit
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Updated
Mar 24, 2017 - MATLAB
MVPA tutorial - Rogers lab brain imaging unit
Advanced Regression Techniques to predict housing prices.
glmnet for python
Comparison between the implementations of the Lasso algorithm between the Spark MLib library and the R glmnet package.
Accurate estimation and robust modelling of translation dynamics at codon resolution
A multi-response Gaussian model capable of accurately estimating the composition of blood samples from their gene expression profiles. Fit on Affymetrix Gene ST gene expression profiles using the glmnet R package.
This project was in collaboration with University Hospital Birmingham
Understand what influences bike rental usage. 🚲
Elastic Net, Lasso and Ridge models can be analyzed by the formula format.
Trabajo Especialización 2018 (ALR)
We use machine learning techniques for identification of the best cognitive markers for cocaine dependence.
Feature Selection using Elastic net function in the glmnet R package
stress detection in social networks
Multivariate linear regression, CART and Random Forest dataset analysis
A GAUSS wrapper of the glmnet package for fitting generalized linear models via penalized maximum likelihood.
LASSO, elastic net, Adaptive LASSO, SCAD methods for determining top predictors for each method
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