/nn_playground

Experimental keras implementation of novel neural network structures

Primary LanguagePythonMIT LicenseMIT

binarynet

Binary Networks

xnornet

XNOR Networks

ternarynet

Ternary Networks

qrnn

Quasi-Recurrent Nueral Networks

vae

Variational Auto-Encoder

gcnn

Gated Convolutional Nueral Networks

weighnorm

Weight Normalization

layernorm

Layer Normalization

wgan

Wasserstein GAN

lsgan

Least Squares GAN

glsgan

Generalized Loss Sensitive GAN

focal_loss

Focal Loss

senet

Squeeze-and-Excitation Networks

Note: By default, all keras scripts run on tensorflow backend with image_data_format 'channels_first'.