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Experimental implementation of novel neural network structures

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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

Note: By default, all keras scripts run on tensorflow backend with image_dim_order 'th'.

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Experimental implementation of novel neural network structures

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  • Python 89.8%
  • Perl 10.2%