dynaTree: Dynamic Trees for Learning and Design

Inference by sequential Monte Carlo for dynamic tree regression and classification models with hooks provided for sequential design and optimization, fully online learning with drift, variable selection, and sensitivity analysis of inputs. Illustrative examples from the original dynamic trees paper are facilitated by demos in the package; see demo(package="dynaTree").

AuthorRobert B. Gramacy <rbgramacy@chicagobooth.edu>, Matt A. Taddy <taddy@chicagobooth.edu> and Christoforos Anagnostopoulos <christoforos.anagnostopoulos06@imperial.ac.uk>
Date of publication2017-03-15 14:54:54
MaintainerRobert B. Gramacy <rbg@vt.edu>
LicenseLGPL
Version1.2-10
http://bobby.gramacy.com/r_packages/dynaTree/

View on CRAN

Functions

alc Man page
alcalc Man page
alc.dynaTree Man page
alc,dynaTree-method Man page
alc-methods Man page
alcX Man page
alcX.dynaTree Man page
alcX,dynaTree-method Man page
alcX-methods Man page
classprobs Man page
classprobs.dynaTree Man page
classprobs,dynaTree-method Man page
classprobs-methods Man page
coef.dynaTree Man page
copy Man page
copy.dynaTree Man page
copy,dynaTree-method Man page
copy-methods Man page
deletecloud Man page
deleteclouds Man page
dynaTree Man page
dynaTree-class Man page
dynaTree-package Man page
dynaTrees Man page
elec2 Man page
entropyX Man page
entropyX.dynaTree Man page
entropyX,dynaTree-method Man page
entropyX-methods Man page
getBF Man page
ieci Man page
ieci.dynaTree Man page
ieci,dynaTree-method Man page
ieci-methods Man page
intervals Man page
intervals.dynaTree Man page
intervals,dynaTree-method Man page
intervals-methods Man page
plotal Man page
plot.dynaTree Man page
plotprogress Man page
predict.dynaTree Man page
qEI Man page
qEI.dynaTree Man page
qEI,dynaTree-method Man page
qEntropy Man page
qEntropy.dynaTree Man page
qEntropy,dynaTree-method Man page
rejuvenate Man page
rejuvenate.dynaTree Man page
rejuvenate,dynaTree-method Man page
rejuvenate-methods Man page
relevance Man page
relevance.dynaTree Man page
relevance,dynaTree-method Man page
relevance-methods Man page
retire Man page
retire.dynaTree Man page
retire,dynaTree-method Man page
retire-methods Man page
sameleaf Man page
sameleaf.dynaTree Man page
sameleaf,dynaTree-method Man page
sameleaf-methods Man page
sens Man page
sens.dynaTree Man page
sens,dynaTree-method Man page
sens-methods Man page
treestats Man page
treestats.dynaTree Man page
treestats,dynaTree-method Man page
treestats-methods Man page
update.dynaTree Man page
varproptotal Man page
varproptotal.dynaTree Man page
varproptotal,dynaTree-method Man page
varproptotal-methods Man page
varpropuse Man page
varpropuse.dynaTree Man page
varpropuse,dynaTree-method Man page
varpropuse-methods Man page

Files

dynaTree
dynaTree/src
dynaTree/src/matrix.c
dynaTree/src/Makevars
dynaTree/src/pall.c
dynaTree/src/rhelp.c
dynaTree/src/linalg.c
dynaTree/src/tree.cc
dynaTree/src/cloud.h
dynaTree/src/lh.c
dynaTree/src/tree.h
dynaTree/src/lh.h
dynaTree/src/rhelp.h
dynaTree/src/particle.cc
dynaTree/src/cloud.cc
dynaTree/src/linalg.h
dynaTree/src/particle.h
dynaTree/src/pall.h
dynaTree/src/init.c
dynaTree/src/dynaTree.cc
dynaTree/src/matrix.h
dynaTree/NAMESPACE
dynaTree/demo
dynaTree/demo/fried.R
dynaTree/demo/class2d.R
dynaTree/demo/elec2.R
dynaTree/demo/online.R
dynaTree/demo/design.R
dynaTree/demo/00Index
dynaTree/demo/reg1d.R
dynaTree/data
dynaTree/data/elec2.rda
dynaTree/R
dynaTree/R/000.R dynaTree/R/plot.R dynaTree/R/predict.R dynaTree/R/dynaTree.R
dynaTree/MD5
dynaTree/DESCRIPTION
dynaTree/ChangeLog
dynaTree/man
dynaTree/man/retire.dynaTree.Rd dynaTree/man/elec2.Rd dynaTree/man/sens.dynaTree.Rd dynaTree/man/relevance.dynaTree.Rd dynaTree/man/rejuvenate.dynaTree.Rd dynaTree/man/plot.dynaTree.Rd dynaTree/man/update.dynaTree.Rd dynaTree/man/varpropuse.Rd dynaTree/man/getBF.Rd dynaTree/man/deletecloud.Rd dynaTree/man/dynaTree-internal.Rd dynaTree/man/alcX.dynaTree.Rd dynaTree/man/dynaTree.Rd dynaTree/man/dynaTree-package.Rd dynaTree/man/predict.dynaTree.Rd dynaTree/man/dynaTree-class.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.