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Interface to 'Keras' <https://keras.io>, a high-level neural networks 'API'. 'Keras' was developed with a focus on enabling fast experimentation, supports both convolution based networks and recurrent networks (as well as combinations of the two), and runs seamlessly on both 'CPU' and 'GPU' devices.
Version: | 2.15.0 |
Depends: | R (≥ 3.6) |
Imports: | generics (≥ 0.0.1), reticulate (≥ 1.31), tensorflow (≥ 2.13.0.9000), tfruns (≥ 1.0), magrittr, zeallot, glue, methods, R6, rlang |
Suggests: | ggplot2, testthat (≥ 2.1.0), knitr, rmarkdown, callr, tfdatasets, withr, png, jpeg |
Published: | 2024-04-20 |
DOI: | 10.32614/CRAN.package.keras |
Author: | Tomasz Kalinowski [ctb, cph, cre], Daniel Falbel [ctb, cph], JJ Allaire [aut, cph], François Chollet [aut, cph], RStudio [ctb, cph, fnd], Google [ctb, cph, fnd], Yuan Tang [ctb, cph], Wouter Van Der Bijl [ctb, cph], Martin Studer [ctb, cph], Sigrid Keydana [ctb] |
Maintainer: | Tomasz Kalinowski <tomasz at posit.co> |
BugReports: | https://github.com/rstudio/keras/issues |
License: | MIT + file LICENSE |
URL: | https://tensorflow.rstudio.com/, https://github.com/rstudio/keras/tree/r2 |
NeedsCompilation: | no |
Materials: | NEWS |
In views: | HighPerformanceComputing, ModelDeployment |
CRAN checks: | keras results |
Package source: | keras_2.15.0.tar.gz |
Windows binaries: | r-devel: keras_2.15.0.zip, r-release: keras_2.15.0.zip, r-oldrel: keras_2.15.0.zip |
macOS binaries: | r-release (arm64): keras_2.15.0.tgz, r-oldrel (arm64): keras_2.15.0.tgz, r-release (x86_64): keras_2.15.0.tgz, r-oldrel (x86_64): keras_2.15.0.tgz |
Old sources: | keras archive |
Reverse depends: | DeepPINCS, deepregression, deeptrafo, GenProSeq, LDNN, MantaID, ttgsea, VAExprs |
Reverse imports: | animl, ARMALSTM, autokeras, codacore, codez, CRISPRseek, criticality, decompDL, deepredeff, EEMDlstm, forecasteR, FuncNN, gnn, imageseg, iSubGen, janus, LilRhino, MBMethPred, ML2Pvae, mnda, neuralGAM, orthos, PLEXI, ProcData, processpredictR, roseRF, rTLsDeep, snap, soundClass, SpatialDDLS, SPORTSCausal, tfaddons, tfNeuralODE, tfprobability, TraceAssist, TSdeeplearning, TSLSTM, TSLSTMplus, tsLSTMx, TSPred |
Reverse suggests: | AnnotationHub, bamlss, bundle, cloudml, condvis2, counterfactuals, CytoMethIC, dimRed, drake, embed, flowml, iml, infinityFlow, innsight, lime, mlflow, mrbin, nn2poly, parsnip, pdp, PhysicalActivity, qeML, regtools, RNAmodR.ML, seriation, survivalmodels, targets, tfhub, vetiver, vivid |
Please use the canonical form https://CRAN.R-project.org/package=keras to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.