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R/callbacks.R

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#' for all embedding layers, string can be passed.
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#' @param embeddings_data Data to be embedded at layers specified in
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#' `embeddings_layer_names`. Array (if the model has a single input) or list
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#' of arrays (if the model has multiple inputs). Learn [more about embeddings](https://www.tensorflow.org/tutorials/text/word_embeddings)
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#' of arrays (if the model has multiple inputs). Learn [more about embeddings](https://www.tensorflow.org/text/guide/word_embeddings)
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#' @param update_freq `'batch'` or `'epoch'` or integer. When using `'batch'`, writes
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#' the losses and metrics to TensorBoard after each batch. The same
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#' applies for `'epoch'`. If using an integer, let's say `10000`,

R/model.R

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#' @param ragged Boolean, whether the placeholder created is meant to be ragged.
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#' In this case, values of 'NULL' in the 'shape' argument represent ragged
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#' dimensions. For more information about `RaggedTensors`, see this
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#' [guide](https://www.tensorflow.org/guide/ragged_tensors). Default to
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#' [guide](https://www.tensorflow.org/guide/ragged_tensor). Default to
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#' `FALSE`.
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#' @param type_spec A `tf$TypeSpec` object to create Input from. This
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#' `tf$TypeSpec` represents the entire batch. When provided, all other args
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#'
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#' @param object Keras model object
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#' @param generator A generator (e.g. like the one provided by
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#' [flow_images_from_directory()] or a custom R [generator function](https://rstudio.github.io/reticulate/articles/introduction.html#generators)).
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#' [flow_images_from_directory()] or a custom R
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#' [generator function](https://rstudio.github.io/reticulate/articles/calling_python.html#generators-1)).
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#'
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#' The output of the generator must be a list of one of these forms:
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#'

README.md

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[![R build status](https://github.com/rstudio/keras/workflows/R-CMD-check/badge.svg)](https://github.com/rstudio/keras/actions?workflow=R-CMD-check)
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[![CRAN_Status_Badge](https://www.r-pkg.org/badges/version/keras)](https://cran.r-project.org/package=keras)
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[![license](https://img.shields.io/github/license/mashape/apistatus.svg?maxAge=2592000)](https://github.com/fchollet/keras/blob/master/LICENSE)
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[![license](https://img.shields.io/github/license/mashape/apistatus.svg?maxAge=2592000)](https://github.com/keras-team/keras/blob/master/LICENSE)
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[Keras](https://keras.io/) is a high-level neural networks API developed with a focus on enabling fast experimentation. *Being able to go from idea to result with the least possible delay is key to doing good research.* Keras has the following key features:
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index.Rmd

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<div id="build-status">
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[![Travis-CI Build Status](https://travis-ci.org/rstudio/keras.svg?branch=master)](https://travis-ci.org/rstudio/keras)
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[![CRAN_Status_Badge](https://www.r-pkg.org/badges/version/keras)](https://cran.r-project.org/package=keras)
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[![license](https://img.shields.io/github/license/mashape/apistatus.svg?maxAge=2592000)](https://github.com/fchollet/keras/blob/master/LICENSE)
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[![license](https://img.shields.io/github/license/mashape/apistatus.svg?maxAge=2592000)](https://github.com/keras-team/keras/blob/master/LICENSE)
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</div>
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## R interface to Keras

man/callback_tensorboard.Rd

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man/fit_generator.Rd

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man/keras_model_sequential.Rd

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man/sequential_model_input_layer.Rd

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website/articles/guides/customizing_what_happens_in_fit.html

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