MNIST: MNIST digit recognizer data

In TimoMatzen/RBM: Package for fitting RBM and DBN models in R.

Description

This is the famous MNIST handwritten digits dataset. It has been seperated in a train and test set and train and test labels. It was downloaded from Kaggle. The pixels have been normalized so that they lie between 0 and 1 and can be used in the RBM() function. The shape of the data, trainX and testX, is of shape (samples * features). The labels, testY and trainY are a vector with the labels.

Usage

data(MNIST)

Format

An object of class list of length 4.

Source

Kaggle

Examples

# Load the data
data(MNIST)
# Use MNIST train set (x) for fitting RBM model
modelRBM <- RBM(MNIST$trainX)

TimoMatzen/RBM documentation built on June 1, 2019, 8:35 a.m.