rnn: Recurrent Neural Network

Implementation of a Recurrent Neural Network in R.

Install the latest version of this package by entering the following in R:
install.packages("rnn")
AuthorBastiaan Quast [aut, cre], Dimitri Fichou [aut]
Date of publication2016-09-11 16:24:24
MaintainerBastiaan Quast <bquast@gmail.com>
LicenseGPL-3
Version0.8.0
http://qua.st/rnn
https://github.com/bquast/rnn

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Files

inst
inst/CITATION
inst/doc
inst/doc/GRU_units.html
inst/doc/sinus.html
inst/doc/GRU_units.R
inst/doc/sinus.Rmd
inst/doc/rnn_units.R
inst/doc/LSTM_units.Rmd
inst/doc/GRU_units.Rmd
inst/doc/rnn.Rmd
inst/doc/rnn_units.html
inst/doc/sinus.R inst/doc/LSTM_units.R
inst/doc/rnn.html
inst/doc/rnn_units.Rmd
inst/doc/rnn.R
inst/doc/LSTM_units.html
inst/shinyapps
inst/shinyapps/finance_demo
inst/shinyapps/finance_demo/www
inst/shinyapps/finance_demo/www/X.Rdata
inst/shinyapps/finance_demo/app.R
inst/shinyapps/rnn_demo
inst/shinyapps/rnn_demo/www
inst/shinyapps/rnn_demo/www/finance.Rdata
inst/shinyapps/rnn_demo/oscillation.R inst/shinyapps/rnn_demo/cosinus.R inst/shinyapps/rnn_demo/app.R inst/shinyapps/rnn_demo/binary.R inst/shinyapps/rnn_demo/finance.R
tests
tests/testthat.R
tests/testthat
tests/testthat/test_rnn.R
NAMESPACE
NEWS
R
R/backprop_r.R R/update_r.R R/loss_functions.R R/run.finance_demo.R R/run.rnn_demo.R R/epoch_functions.R R/init_r.R R/trainr.R R/clean_r.R R/predictr.R R/bin2int.R R/rnn.R R/int2bin.R
vignettes
vignettes/Oscilation_problem.R
vignettes/sinus.Rmd
vignettes/test_seq_to_seq_unsync.R
vignettes/LSTM_units.Rmd
vignettes/shakespear_character.R
vignettes/GRU_units.Rmd
vignettes/rnn.Rmd
vignettes/test_lstm.R
vignettes/rnn_units.Rmd
vignettes/LSTM.R
README.md
MD5
build
build/vignette.rds
DESCRIPTION
man
man/clean_rnn.Rd man/int2bin.Rd man/backprop_r.Rd man/init_r.Rd man/backprop_gru.Rd man/predict_rnn.Rd man/epoch_annealing.Rd man/clean_r.Rd man/run.rnn_demo.Rd man/init_gru.Rd man/loss_L1.Rd man/init_rnn.Rd man/clean_lstm.Rd man/update_r.Rd man/predictr.Rd man/update_sgd.Rd man/backprop_lstm.Rd man/epoch_print.Rd man/rnn.Rd man/run.finance_demo.Rd man/trainr.Rd man/predict_gru.Rd man/predict_lstm.Rd man/bin2int.Rd man/update_adagrad.Rd man/backprop_rnn.Rd man/init_lstm.Rd

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