gpkg.mnist 0.6.1

CNN and multinomial logistic regression classifiers for MNIST digits (Guild AI)

gpkg.mnist

CNN and multinomial logistic regression classifiers for MNIST digits (Guild AI)

Models

cnn

CNN classifier for MNIST

Operations

evaluate

Evaluate a trained CNN

train

Train the CNN

Flags

batch-size

Number of images to include in a training batch (default is 100)

epochs

Number of epochs to train (default is 5)

learning-rate

Learning rate (default is 0.0001)

logreg

Multinomial logistic regression classifier for MNIST

Operations

evaluate

Evaluate a trained logistic regression

train

Train the logistic regression

Flags

batch-size

Number of images to include in a training batch (default is 100)

epochs

Number of epochs to train (default is 5)

learning-rate

Learning rate (default is 0.5)

samples

Sample MNIST images

Operations

prepare

Generate a set of sample MNIST images

Flags

count

Number of images to generate (default is 100)

_check

Operations

all

cnn

logreg