Using Deep Learning at Scale in Twitter’s Timelines



https://blog.twitter.com/2017/using-deep-learning-at-scale-in-twitter-s-timelines

Picasso: A free open-source visualizer for Convolutional Neural Networks:

https://medium.com/merantix/picasso-a-free-open-source-visualizer-for-cnns-d8ed3a35cfc5

#vizualization #deeplearning

Notes on effectively Using Matplotlib:

http://pbpython.com/effective-matplotlib.html

#python #vizualization

Data Science:
“Deep adversarial learning is finally ready 🚀 and will radically change the game”

https://medium.com/intuitionmachine/deep-adversarial-learning-is-finally-ready-and-will-radically-change-the-game-f0cfda7b91d3

Pix2code: Generating Code from a Graphical User Interface Screenshot. Front-end developer​s might start getting scared.

https://arxiv.org/abs/1705.07962

Microsoft released new version of High-Performance, Open-Source, Deep Learning Toolkit

https://news.developer.nvidia.com/microsoft-releases-new-version-of-high-performance-open-source-deep-learning-toolkit/

#microsoft #nvidia #news

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https://affinelayer.com/pixsrv/ stunning demo for turning your hand drawing pictures into actual photoes.

#CV #pix2pix #tensorflow

Russian Search Engine has opened sources of the CatBoost — library which claims to be replacement of Yandex’s famous MatrixNet. Researches claim that CatBoost results are comparable with XGboost.

https://techcrunch.com/2017/07/18/yandex-open-sources-catboost-a-gradient-boosting-machine-learning-librar/

#opensource #yandex #xgboost #catboost

How semantic changes over time

https://www.wired.com/story/googles-new-algorithm-perfects-photos-before-you-even-take-them/

#cv #photoes

Non-NLP application of Word2Vec

https://medium.com/towards-data-science/a-non-nlp-application-of-word2vec-c637e35d3668

#nlp #w2v @word2vec

Research group at MIT discovered new way of tracking sleep phase. WiFi can interfere, but they used deep learning to clear the signal and to achieve 80% accuracy in sleep stage prediction, compapable with a lab equipment.


http://news.mit.edu/2017/new-ai-algorithm-monitors-sleep-radio-waves-0807

#timeseries #eeg #deep_learning #mit #sleep

Andrew Ng has announced new Deep Learning course on Coursera:

“deeplearning.ai: Announcing new Deep Learning courses on Coursera” https://medium.com/@andrewng/deeplearning-ai-announcing-new-deep-learning-courses-on-coursera-43af0a368116

#coursera #deep_learning earning #dl #andrewng

DeepMind is pushing the boundaries to build better game AI. Python bindings are available.

https://deepmind.com/blog/deepmind-and-blizzard-open-starcraft-ii-ai-research-environment/

#rl #deepmind #blizzard #python

Nice place to start with text mining with neural networks.
http://ruder.io/deep-learning-nlp-best-practices/

#nlp #dl #where2start

Google purchased scene segmentation technology.

https://techcrunch.com/2017/08/16/google-acquires-aimatter-maker-of-the-fabby-computer-vision-app/

#dl #segmentation #cv #google

Deep Bilateral Learning for Real-Time Image Enhancement

Video about image auto-enhancing with neural networks.

https://www.youtube.com/watch?v=GAe0qKKQY_I

#cv #dl #autoenhance #mit #youtube #video