Package: rnn 1.9.0
rnn: Recurrent Neural Network
Implementation of a Recurrent Neural Network architectures in native R, including Long Short-Term Memory (Hochreiter and Schmidhuber, <doi:10.1162/neco.1997.9.8.1735>), Gated Recurrent Unit (Chung et al., <arxiv:1412.3555>) and vanilla RNN.
Authors:
rnn_1.9.0.tar.gz
rnn_1.9.0.zip(r-4.5)rnn_1.9.0.zip(r-4.4)rnn_1.9.0.zip(r-4.3)
rnn_1.9.0.tgz(r-4.4-any)rnn_1.9.0.tgz(r-4.3-any)
rnn_1.9.0.tar.gz(r-4.5-noble)rnn_1.9.0.tar.gz(r-4.4-noble)
rnn_1.9.0.tgz(r-4.4-emscripten)rnn_1.9.0.tgz(r-4.3-emscripten)
rnn.pdf |rnn.html✨
rnn/json (API)
NEWS
| # Install 'rnn' in R: |
| install.packages('rnn', repos = c('https://bquast.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/bquast/rnn/issues
Last updated 2 years agofrom:5ff9327ec1. Checks:OK: 1 NOTE: 6. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 05 2024 |
| R-4.5-win | NOTE | Nov 05 2024 |
| R-4.5-linux | NOTE | Nov 05 2024 |
| R-4.4-win | NOTE | Nov 05 2024 |
| R-4.4-mac | NOTE | Nov 05 2024 |
| R-4.3-win | NOTE | Nov 05 2024 |
| R-4.3-mac | NOTE | Nov 05 2024 |
Exports:bin2intepoch_annealingepoch_printint2binloss_L1predictrtrainr
Dependencies:attentionsigmoidtransformer
Basic Recurrent Neural Network
Rendered frombasic_rnn.Rmdusingknitr::rmarkdownon Nov 05 2024.Last update: 2019-05-19
Started: 2018-06-22
GRU units
Rendered fromGRU_units.Rmdusingknitr::rmarkdownon Nov 05 2024.Last update: 2016-09-11
Started: 2016-09-08
LSTM units
Rendered fromLSTM_units.Rmdusingknitr::rmarkdownon Nov 05 2024.Last update: 2016-09-11
Started: 2016-09-08
Recurrent Neural Network
Rendered fromrnn.Rmdusingknitr::rmarkdownon Nov 05 2024.Last update: 2019-05-19
Started: 2015-12-11
RNN units
Rendered fromrnn_units.Rmdusingknitr::rmarkdownon Nov 05 2024.Last update: 2016-09-11
Started: 2016-09-08
Simple Self-Attention from Scratch
Rendered fromsimple_attention.Rmdusingknitr::rmarkdownon Nov 05 2024.Last update: 2022-07-13
Started: 2022-07-13
Sinus and Cosinus
Rendered fromsinus.Rmdusingknitr::rmarkdownon Nov 05 2024.Last update: 2019-05-19
Started: 2016-04-21
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| backprop_gru | backprop_gru |
| backprop_lstm | backprop_lstm |
| backprop_r | backprop_r |
| backprop_rnn | backprop_rnn |
| Binary to Integer | b2i bin2int |
| clean_lstm | clean_lstm |
| init_r | clean_r |
| clean_rnn | clean_rnn |
| epoch annealing | epoch_annealing |
| epoch printing for trainr | epoch_print |
| init_gru | init_gru |
| init_lstm | init_lstm |
| init_r | init_r |
| init_rnn | init_rnn |
| Integer to Binary | i2b int2bin |
| L1 loss | loss_L1 |
| gru prediction function | predict_gru |
| gru prediction function | predict_lstm |
| Recurrent Neural Network | predict_rnn |
| Recurrent Neural Network | predictr |
| Recurrent Neural Network | rnn |
| Recurrent Neural Network | trainr |
| update_adagrad | update_adagrad |
| update_r | update_r |
| update_sgd | update_sgd |
