autoencoder

AutoEncoder

autoencoder.py - academic (idomatic)
autoencoder_c.py - production (composable)

Macro-Architecture

Micro-Architecture

Encoder

Decoder

Composable

Example Instantiate a AutoEncoder model

from autoencoder_c import AutoEncoder

# Create an AutoEncoder for 32x32x3 (CIFAR-10)
autoencoder = AutoEncoder()

# Create a custom AutoEncoder
autoencoder = AutoEncoder(input_shape=(128, 128, 3), layers=[128, 64, 32])