Cyprusky / awesome-deep-learning-chainer-examples-list

Chainer example codes list

Awesome Chainer examples

This is Chainer example codes list Chainer is a library for deep learning. https://github.com/pfnet/chainer

DeepPose

https://twitter.com/masvsn/status/613296357881704448

R-CNN

https://twitter.com/sinhrks/status/617691587850579968

Fast R-CNN

https://twitter.com/satoshi2373/status/742643691102298112

Faster art style transfer

https://twitter.com/ChainerOfficial/status/745380291879985152

illustration2vec

https://twitter.com/ChainerOfficial/status/659117198384828417

waifu2x

https://twitter.com/ChainerOfficial/status/623958160680861696

artificial Gogh/Picasso machine

https://twitter.com/ChainerOfficial/status/638777386205585408

Gogh (and Picasso)

https://twitter.com/ChainerOfficial/status/643843270511099904

VGG-net

https://twitter.com/ChainerOfficial/status/694233870430920704

image caption generation

https://twitter.com/ChainerOfficial/status/699656747028516864

covnet benchmark

https://twitter.com/ChainerOfficial/status/685276348936404993

ResDrop

https://twitter.com/ChainerOfficial/status/720333029218983937

PredNet (http://arxiv.org/abs/1605.08104 )

https://twitter.com/ChainerOfficial/status/745380032554557440

Recurrent Language Model

https://twitter.com/ChainerOfficial/status/638770043594113024

encoder-decoder MT

https://twitter.com/odashi_t/status/638821225943334912

RNN文章学習

https://twitter.com/ChainerOfficial/status/638775522198200320

LSTM variants

https://twitter.com/chrisemoody/status/723203917610250240

char-embedding

https://twitter.com/ChainerOfficial/status/697155799068446720

BinaryNet

https://twitter.com/ChainerOfficial/status/699014173728989184

Deep Networks with Stochastic Depth

https://twitter.com/ChainerOfficial/status/720331597828894721

Siamese

https://twitter.com/ChainerOfficial/status/659239233044029440

VAE, GAN

https://twitter.com/ChainerOfficial/status/692460820446498816

Generative Adversarial Nets

https://twitter.com/rezoolab/status/623105655839199232

fauxtorgaph to make generative fonts with GANs

https://twitter.com/Teejosaur/status/694588057023037440

DCGAN

https://twitter.com/mattya1089/status/676730414875054080

Deep Q-Network

https://twitter.com/movingsloth/status/619728767133454336

Deep Q-Network

https://twitter.com/ChainerOfficial/status/623956273801863168

support vector machine

https://twitter.com/ChainerOfficial/status/659145163797753856

流体計算

https://twitter.com/ChainerOfficial/status/638772138338557953

Convolutional Autoencoder

https://twitter.com/kotone_nyt/status/616538719449821184

introduced Chainer as "looks extremely promising". Really?

https://twitter.com/ChainerOfficial/status/630784523135877120

Selective Search

https://twitter.com/ChainerOfficial/status/630783258356113409

RNN to write Russian literature by modifying Chainer-user's code

https://twitter.com/ChainerOfficial/status/631190227701207041

(speed)Caffe reinforces its dominance, Torch7 and Keras move forward, Chainer appears.

https://twitter.com/fchollet/status/635891305084796929

Official wiki page (some examples list)

https://github.com/pfnet/chainer/wiki/External-examples

Multi-thread Chainer?

https://twitter.com/astrobiased/status/674649276853583872

Autoencoder (Visualize)

https://twitter.com/Kenmatsu4/status/617493238031618048

stacked denoising auto-encode

https://twitter.com/ChainerOfficial/status/659105662668947456

(recommend)Habel now recommends Chainer as an alternative

https://twitter.com/ChainerOfficial/status/659146123416760321

Chainer Advent Calendar

https://twitter.com/ChainerOfficial/status/664712204478865408

(introduce?) TJ Torres (@Teejosaur) wrote a detailed introduction to Chainer

https://twitter.com/ChainerOfficial/status/674683429141680128

Playing around with a spatial transformer layer in Chainer.

https://twitter.com/Teejosaur/status/717778980175159296

v5-PR will be merged into v1.8.1+. Unfortunately, it only supports Winograd, not LSTM yet

https://twitter.com/ChainerOfficial/status/720062307477250048

Jupyter notebook for Chainer hands-on.

https://twitter.com/ChainerOfficial/status/725026959105908736

Awesome DIY guide to Chainer by Jason Xie

https://twitter.com/ChainerOfficial/status/729560851053584384

Really like Chainer's type check for tensors.

https://twitter.com/plusepsilon/status/742881317205876736

Mnih's Recurrent Attention Model implemented with Chainer by masaki-y.

https://twitter.com/ChainerOfficial/status/745382840406147072

Jumpで穴を飛び越えろゲーム（自作）を強化学習できるか？

https://twitter.com/mokemokechicken/status/622706500696281088

はじめてのアニメ顔認識 with Chainer

http://qiita.com/homulerdora/items/9a9af1481bf63470731a