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rtensorflowkerasmnist

Downloading of mnist data using Keras and Tensorflow

I need to download Mnist data in order to work with it later. How can I do this? Should I have install Python on my device? I have tried to use such code and I receive an errors first error:

install.packages("tensorflow") 
library(tensorflow) 
#reticulate::install_miniconda()
install_tensorflow()

install.packages("keras") 
library(keras) 
install_keras()

mnist <- dataset_mnist()
X_train <- mnist$train$x
X_test <- mnist$test$x
y_train <- mnist$train$y
y_test <- mnist$test$y

Second error How can I do this installation in a right way?

Solution

  • I am a bit confused, if you have a problem downloading the dataset, you can use the following code:

    #install.packages("dslabs")
library(dslabs)
mnist <- read_mnist()