MateusMaiaDS

gpbart

Implementation of GP-BART algorithm.

rmachines

Random Machines: a package for a support vector ensemble based on random kernel space

subart

Implementation of the suBART.

randomMachines

rspBART21

Version of Splines-BART without the centered-basis approach and Z = BD'(DD')^(-1)

spBART

A version that uses a fixed basis function and a single parameter for each basis.

cbart_experiments

Playing around to replicate some structures of CBART paper.

mateusmaia

My personal website.

mvnbart3

A repository with MVN-BART approach based on the variance. Initially for a 2d case.

mvnbart4

Implementation of MVNBART with extra features.

mvnbart5

Multivariate Bayesian Additive Regression Trees implementation to be submitted to CRAN.

mvnbart7

Include the 1-d cases.

rcpp_notes

Personal notes over rcpp aspects

rspBART10

Treating interactions properly.

rspBART11

Version with Keefe Sampler

rspBART12

A version that allows the removal of the main effect, if there's an interaction, into the predictive model.

rspBART13

This version works with the additive version of spBART so reduces the burden of inverting (p*k) matrices

rspBART14

Keefe's idea add/prune/change variables arbitraly

rspBART16

This version uses all predictors within terminal nodes and estimates \tau_beta_j within each terminal node as well. The interactions must be pre-specified.

rspBART18

Updating each \tau_beta_j and using the master variable approach.

rspBART19

In this setting I using the same idea of the current rspBART17. The main difference is to discard the 'master-variable' approach and allow the model to add remove or change varialve/intearction.

rspBART20

Adding centered Basis functions

rspBART22

A version with penalised and intercept.

rspBART23

Adding Penalised Basis to avoid inversion

rspBART24

Creating a basis accordingly to the tree splits

rspBART25

Adding the model with intercept and basis generation by terminal node

rspBART26

Version that includes the precision at the tree level too

rspBART28

Removing the main effect and leaving only the intercept.

rspBART29

Allowing only :

rspBART8

adding penalised version