ANLP: Build Text Prediction Model

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Library to sample and clean text data, build N-gram model, Backoff algorithm etc.

Author
Achal Shah
Date of publication
2016-07-11 08:44:37
Maintainer
Achal Shah <achalshah20@gmail.com>
License
GPL-3
Version
1.3

View on CRAN

Man pages

ANLP-package
\Sexpr[results=rd,stage=build]{tools:::Rd_package_title("ANLP")}
buildNgramModel
Build N gram model
cleanTextData
Clean and tokenize string data
generateTDM
Generate term document frequency table from corpus
predict_Backoff
Predict next word using backoff method
readTextFile
Read text files in binary mode
sampleTextData
Sample text data
twitter.data
Twitter dataset

Files in this package

ANLP
ANLP/inst
ANLP/inst/doc
ANLP/inst/doc/ANLP_Documentation.html
ANLP/inst/doc/ANLP_Documentation.Rmd
ANLP/inst/doc/ANLP_Documentation.R
ANLP/tests
ANLP/tests/testthat.R
ANLP/NAMESPACE
ANLP/data
ANLP/data/datalist
ANLP/data/twitter.data.rda
ANLP/R
ANLP/R/ANLP.R
ANLP/vignettes
ANLP/vignettes/ANLP_Documentation.Rmd
ANLP/MD5
ANLP/build
ANLP/build/vignette.rds
ANLP/build/partial.rdb
ANLP/DESCRIPTION
ANLP/man
ANLP/man/readTextFile.Rd
ANLP/man/ANLP-package.Rd
ANLP/man/sampleTextData.Rd
ANLP/man/predict_Backoff.Rd
ANLP/man/twitter.data.Rd
ANLP/man/generateTDM.Rd
ANLP/man/buildNgramModel.Rd
ANLP/man/cleanTextData.Rd