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adversarial-autoencoder

A Lasagne and Theano implementation of the paper Alireza Makhzani, Jonathon Shlens, Navdeep Jaitly, and Ian Goodfellow.

adversarial-autoencoder-1

Chainer implementation of adversarial autoencoder (AAE)

artistic-videos

Torch implementation for the paper "Artistic style transfer for videos"

autoencoding_beyond_pixels

Generative image model with learned similarity measures

cnnmrf

code for paper "Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis"

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

cppn-gan-vae-tensorflow

Train CPPNs as a Generative Model, using Generative Adversarial Networks and Variational Autoencoder techniques to produce high resolution images.

cvae

Conditional variational autoencoder implementation in Torch

dcgan-tensorflow

A tensorflow implementation of Deep Convolutional Generative Adversarial Networks

dcgan_code

Deep Convolutional Generative Adversarial Networks

difnet

draw

TensorFlow Implementation of "DRAW: A Recurrent Neural Network For Image Generation"

face_autoencoder

A 10x10 pixels portrait faces autoencoder with pybrain

fast-neural-style

Fast neural style in tensorflow based on http://arxiv.org/abs/1603.08155

fast-neural-style-1

Feedforward style transfer

featuremapinversion

Feature Map Inversion to visualize what feature a filter extract from input image in CNNs

flownet

flownet-1

Modified Version of FlowNet, specifically for adversed environment optical flow

generative-moment-matching-networks

magenta

Magenta: Music and Art Generation with Machine Intelligence

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

neural

neural-art-mini

Lightweight version of mxnet neural art implementation

neural-doodle

Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.)

neural-photo-editor

A simple interface for editing natural photos with generative neural networks.

neural-style

neural-style-transfer

Keras Implementation of Neural Style Transfer from the paper "A Neural Algorithm of Artistic Style" (http://arxiv.org/abs/1508.06576) in Keras 1.1.1

nn

nnets-and-diffeqns

jupyter notebooks for the neural nets and differential equation paper

online-neural-doodle

Feedforward neural doodle