% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/create_model_utils.R
\name{reshape_input}
\alias{reshape_input}
\title{Replace input layer}
\usage{
reshape_input(model, input_shape)
}
\arguments{
\item{model}{A keras model.}

\item{input_shape}{The new input shape vector (without batch size).}
}
\value{
A keras model with changed input shape of input model.
}
\description{
Replace first layer of model with new input layer of different shape. Only works for sequential models that
use CNN and LSTM layers.
}
\examples{
\dontshow{if (reticulate::py_module_available("tensorflow")) (if (getRversion() >= "3.4") withAutoprint else force)(\{ # examplesIf}
model_1 <-  create_model_lstm_cnn(
  maxlen = 50,
  kernel_size = c(10, 10),
  filters = c(64, 128),
  pool_size = c(2, 2),
  layer_lstm = c(32),
  verbose = FALSE,
  layer_dense = c(64, 2))
model <- reshape_input(model_1, input_shape = c(120, 4))
model
\dontshow{\}) # examplesIf}
}