stillmatic / mnist Goto Github PK

Chris Hua / [email protected]

Produces the MNIST image recognition data as dataframes in R. Look at the vignettes for examples of how to work with the MNIST data, using tensorflow and neuralnet packages.

install.packages("devtools")
devtools::install_github("stillmatic/MNIST")

Data is exported as MNIST::mnist_train and MNIST::mnist_test.

MNIST::mnist_train %>% dim

## [1] 60000   785

table(MNIST::mnist_test$y)

## 
##    0    1    2    3    4    5    6    7    8    9 
##  980 1135 1032 1010  982  892  958 1028  974 1009

MNIST::show_digit(MNIST::mnist_train[42,])

Credit belongs to Yann Lecun, etc.