[自分用]記事書きたいトピックまとめ

Affine Transformation

https://qiita.com/yuba/items/7fb6a49adfda8fa466d8
https://qiita.com/yuba/items/7fb6a49adfda8fa466d8

Weight Decay

https://qiita.com/supersaiakujin/items/97f4c0017ef76e547976
https://stats.stackexchange.com/questions/273189/what-is-the-weight-decay-loss/273190

Hololens

https://www.microsoft.com/ja-jp/hololens/apps/roboraid
https://qiita.com/guitar_char/items/0ed5c0dc36de596422d8
https://www.youtube.com/watch?v=jI0cIXskuY0

Seq2seq

my article but not finished yet.
https://qiita.com/Rowing0914/items/73d6882cf2ba35c78443
https://www.tensorflow.org/tutorials/seq2seq

Wide&Deep Learning

https://qiita.com/Rowing0914/items/5df9666772d292fc2ab1
https://qiita.com/Rowing0914/items/65775f1a8b21c0a0de2f
https://qiita.com/nukky-s/items/3846fc658b325cdb2fa7

Training of RNN is difficult: explanation by Bengio!

http://ai.dinfo.unifi.it/paolo/ps/tnn-94-gradient.pdf

Distributed Tensorflow

tutorial
https://www.tensorflow.org/deploy/distributed
intuitive instruction
https://medium.com/clusterone/how-to-write-distributed-tensorflow-code-with-an-example-on-tensorport-70bf3306adcb

Software pattern Design

https://en.wikipedia.org/wiki/Software_design_pattern
https://qiita.com/ichi-nakashima/items/ee09c9341f85c18f748a
https://qiita.com/irxground/items/d1f9cc447bafa8db2388

Sphinx: efficient documentation tool

https://qiita.com/irxground/items/d1f9cc447bafa8db2388

Optimisation algorithms

http://cs231n.github.io/optimization-1/

NIPS research papers

https://papers.nips.cc/

Read Tensorflow code

hard......