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DESCRIPTION
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DESCRIPTION
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Package: automlr
Title: Automatic Machine Learning in R
Description: Package for interfacing mlr with algorithm configuration
optimization libraries, giving functionality for optimizing across different
ML algorithms.
Authors@R: c(person("mb706", role = c("aut", "cre"), email = "mb706@uni"))
URL: https://github.com/mlr-org/automlr
BugReports: https://github.com/mlr-org/automlr/issues
License: AGPL-3
Encoding: UTF-8
Depends:
R (>= 3.0.2),
mlr (>= 2.8),
ParamHelpers (>= 1.7),
utils,
stats
Imports:
BBmisc (>= 1.9),
checkmate (>= 1.7.1),
parallelMap (>= 1.3)
Suggests:
mlrMBO (>= 1.0),
smoof (>= 1.3),
irace (>= 1.05),
DiceKriging,
fastICA,
testthat,
FSelector,
randomForestSRC,
glmnet,
lqa,
stepPlr,
MASS,
DiscriMiner,
sparseLDA,
elasticnet,
rrlda,
klaR,
sda,
caret,
mda,
kknn,
class,
rknn,
FNN,
RWeka,
party,
nodeHarvest,
rpart,
randomForest,
extraTrees,
ranger,
rFerns,
rotationForest,
ada,
mboost,
adabag,
gbm,
xgboost,
SwarmSVM,
LiblineaR,
kernlab,
e1071,
deepnet,
nnet,
neuralnet,
earth,
pamr,
RSNNS,
C50,
bst,
RRF,
evtree,
penalized,
RFast
Roxygen: list(wrap = FALSE)
LazyData: yes
ByteCompile: yes
Version: 0.3.1
RoxygenNote: 6.0.1
Collate:
'CPO.R'
'abortHandler.R'
'amexowrapper.R'
'aminterface.R'
'autolearner.R'
'defaults.R'
'lsambackends.R'
'mlrLearners.R'
'automlr.R'
'buildLearners.R'
'buildSearchspace.R'
'buildWrapperSearchspace.R'
'failImputationWrapper.R'
'optDummy.R'
'optGeneric.R'
'optIRace.R'
'optMBO.R'
'optRandom.R'
'runwithtimeout.R'
'runwithtimeoutfork.R'
'shims.R'
'timeconstraintWrapper.R'
'utils.R'
'wrappers.R'
'zzz.R'