RVowpalWabbit: R Interface to the Vowpal Wabbit

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The 'Vowpal Wabbit' project is a fast out-of-core learning system sponsored by Microsoft Research (having started at Yahoo! Research) and written by John Langford along with a number of contributors. This R package does not include the distributed computing implementation of the cluster/ directory of the upstream sources. Use of the software as a network service is also not directly supported as the aim is a simpler direct call from R for validation and comparison.

Author
Dirk Eddelbuettel <edd@debian.org>
Date of publication
2016-10-17 11:09:23
Maintainer
Dirk Eddelbuettel <edd@debian.org>
License
GPL (>= 2)
Version
0.0.8
URLs

View on CRAN

Man pages

vw
Run the Vowpal Wabbit fast out-of-core learner

Files in this package

RVowpalWabbit
RVowpalWabbit/inst
RVowpalWabbit/inst/test
RVowpalWabbit/inst/test/models
RVowpalWabbit/inst/test/models/0002a.model
RVowpalWabbit/inst/test/models/0002c.model
RVowpalWabbit/inst/test/models/0001.model
RVowpalWabbit/inst/test/models/0002.model
RVowpalWabbit/inst/test/test-sets
RVowpalWabbit/inst/test/test-sets/ref
RVowpalWabbit/inst/test/test-sets/ref/0001.stderr
RVowpalWabbit/inst/test/test-sets/ref/0001.stdout
RVowpalWabbit/inst/test/test-sets/ref/0002b.stdout
RVowpalWabbit/inst/test/test-sets/ref/0002b.stderr
RVowpalWabbit/inst/test/test-sets/ref/0002c.stderr
RVowpalWabbit/inst/test/test-sets/ref/0002c.stdout
RVowpalWabbit/inst/test/test-sets/0001.dat
RVowpalWabbit/inst/test/RunTests
RVowpalWabbit/inst/test/train-sets
RVowpalWabbit/inst/test/train-sets/0002.dat
RVowpalWabbit/inst/test/train-sets/wiki1K.dat
RVowpalWabbit/inst/test/train-sets/ref
RVowpalWabbit/inst/test/train-sets/ref/0001.stderr
RVowpalWabbit/inst/test/train-sets/ref/0002a.stdout
RVowpalWabbit/inst/test/train-sets/ref/wiki1K.stdout
RVowpalWabbit/inst/test/train-sets/ref/0002a.stderr
RVowpalWabbit/inst/test/train-sets/ref/0001.stdout
RVowpalWabbit/inst/test/train-sets/ref/wiki1K.stderr
RVowpalWabbit/inst/test/train-sets/ref/0002.stderr
RVowpalWabbit/inst/test/train-sets/ref/0002c.stderr
RVowpalWabbit/inst/test/train-sets/ref/0002.stdout
RVowpalWabbit/inst/test/train-sets/ref/0002c.stdout
RVowpalWabbit/inst/test/train-sets/0001.dat
RVowpalWabbit/inst/test/train-sets/0001.dat.cache
RVowpalWabbit/inst/test/README
RVowpalWabbit/inst/test/README.R-package
RVowpalWabbit/inst/test/pred-sets
RVowpalWabbit/inst/test/pred-sets/ref
RVowpalWabbit/inst/test/pred-sets/ref/0001.predict
RVowpalWabbit/inst/test/pred-sets/ref/0002b.predict
RVowpalWabbit/inst/test/pred-sets/ref/0002c.predict
RVowpalWabbit/configure.in
RVowpalWabbit/tests
RVowpalWabbit/tests/test7.r
RVowpalWabbit/tests/test5.r
RVowpalWabbit/tests/test2.r
RVowpalWabbit/tests/test1.r
RVowpalWabbit/tests/test8.r
RVowpalWabbit/tests/test6.r
RVowpalWabbit/src
RVowpalWabbit/src/simple_label.cc
RVowpalWabbit/src/parse_args.h
RVowpalWabbit/src/parser.h
RVowpalWabbit/src/delay_ring.cc
RVowpalWabbit/src/cache.h
RVowpalWabbit/src/accumulate.h
RVowpalWabbit/src/noop.cc
RVowpalWabbit/src/parser.cc
RVowpalWabbit/src/parse_primitives.cc
RVowpalWabbit/src/loss_functions.h
RVowpalWabbit/src/noop.h
RVowpalWabbit/src/constant.h
RVowpalWabbit/src/accumulate.cc
RVowpalWabbit/src/comp_io.h
RVowpalWabbit/src/parse_regressor.h
RVowpalWabbit/src/io.cc
RVowpalWabbit/src/unused
RVowpalWabbit/src/unused/offset_tree.cc
RVowpalWabbit/src/unused/main.cc
RVowpalWabbit/src/hash.h
RVowpalWabbit/src/vw.h
RVowpalWabbit/src/gd_mf.h
RVowpalWabbit/src/allreduce.cc
RVowpalWabbit/src/gd.h
RVowpalWabbit/src/v_array.h
RVowpalWabbit/src/multisource.h
RVowpalWabbit/src/multisource.cc
RVowpalWabbit/src/parse_example.cc
RVowpalWabbit/src/unique_sort.cc
RVowpalWabbit/src/hash.cc
RVowpalWabbit/src/message_relay.cc
RVowpalWabbit/src/example.h
RVowpalWabbit/src/gd_mf.cc
RVowpalWabbit/src/network.cc
RVowpalWabbit/src/lda_core.cc
RVowpalWabbit/src/Makevars.in
RVowpalWabbit/src/allreduce.h
RVowpalWabbit/src/unique_sort.h
RVowpalWabbit/src/parse_regressor.cc
RVowpalWabbit/src/bfgs.cc
RVowpalWabbit/src/sender.h
RVowpalWabbit/src/lda_core.h
RVowpalWabbit/src/global_data.h
RVowpalWabbit/src/io.h
RVowpalWabbit/src/gd.cc
RVowpalWabbit/src/parse_primitives.h
RVowpalWabbit/src/simple_label.h
RVowpalWabbit/src/parse_example.h
RVowpalWabbit/src/vw.cc
RVowpalWabbit/src/bfgs.h
RVowpalWabbit/src/network.h
RVowpalWabbit/src/parse_args.cc
RVowpalWabbit/src/delay_ring.h
RVowpalWabbit/src/active_interactor.cc
RVowpalWabbit/src/loss_functions.cc
RVowpalWabbit/src/message_relay.h
RVowpalWabbit/src/sparse_dense.h
RVowpalWabbit/src/sparse_dense.cc
RVowpalWabbit/src/global_data.cc
RVowpalWabbit/src/cache.cc
RVowpalWabbit/src/sender.cc
RVowpalWabbit/src/R_vw.cpp
RVowpalWabbit/NAMESPACE
RVowpalWabbit/demo
RVowpalWabbit/demo/vw.R
RVowpalWabbit/demo/00Index
RVowpalWabbit/R
RVowpalWabbit/R/vw.R
RVowpalWabbit/README.md
RVowpalWabbit/MD5
RVowpalWabbit/DESCRIPTION
RVowpalWabbit/configure
RVowpalWabbit/ChangeLog
RVowpalWabbit/man
RVowpalWabbit/man/vw.Rd
RVowpalWabbit/cleanup