mnist

README

Linear Regression, NN, and CNN on MNIST dataset

MNIST

• MNIST files can be obtained from this source and put in data/mnist from root folder of this project.

• Load MNIST data using helper function at vision sub-package

Linear Regression

• Run with go clean -cache -testcache && go run . -model="linear"

• Accuracy should be about 91.68%.

Neural Network (NN)

• Run with go clean -cache -testcache && go run . -model="nn"

• Accuracy should be about 94%.

Convolutional Neural Network (CNN)

• Run with go clean -cache -testcache && go run . -model="cnn"

• Accuracy should be about 99.3%.