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> and Matt A. Taddy <taddy@chicagobooth.edu> and Christoforos Anagnostopoulos <christoforos.anagnostopoulos06@imperial.ac.uk>
Date of publication2016-06-06 23:33:06
MaintainerRobert B. Gramacy <rbgramacy@chicagobooth.edu>
LicenseLGPL
Version1.2-9
http://bobby.gramacy.com/r_packages/dynaTree/

View on CRAN

Files in this package

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/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

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