ann

Artificial Neural Networks for CapyMOA.

Classes

Perceptron	A simple feedforward neural network with one hidden layer.
LeNet5	LeNet-5 [Lecun1998] convolutional neural network for 28x28 grayscale images.

Functions

capymoa.ann.resnet20_32x32(num_classes: int)

A small ResNet20 (0.27M parameters) variant for 32x32 images.

For more information visit the source implementation.

capymoa.ann.resnet32_32x32(num_classes: int)

A small ResNet32 (0.46M parameters) variant for 32x32 images.

For more information visit the source implementation.

capymoa.ann.resnet44_32x32(num_classes: int)

A small ResNet44 (0.66M parameters) variant for 32x32 images.

For more information visit the source implementation.

capymoa.ann.resnet56_32x32(num_classes: int)

A small ResNet56 (0.85M parameters) variant for 32x32 images.

For more information visit the source implementation.

capymoa.ann.resnet110_32x32(num_classes: int)

A small ResNet110 (1.7M parameters) variant for 32x32 images.

For more information visit the source implementation.

capymoa.ann.resnet1202_32x32(num_classes: int)

A small ResNet1202 (19.4M parameters) variant for 32x32 images.

For more information visit the source implementation.