Data Science by ODS.ai 🦜

25 August 2017 17:33

Comparison of 13 classic ML algorithms on 165 datasets.

https://arxiv.org/pdf/1708.05070.pdf

#meta #arxiv #ml

Data Science by ODS.ai 🦜

21 August 2017 17:02

Neural net for removing copyright marks.

https://www.theverge.com/2017/8/18/16162108/google-research-algorithm-watermark-removal-photo-protection

#cv #dl #google

Data Science by ODS.ai 🦜

20 August 2017 11:38

2900 members, hoooray!

Thank you all for sharing posts, for suggesting content throught @opendatasciencebot. Hope that our channel is useful for you and your research / study / work.

Data Science by ODS.ai 🦜

18 August 2017 21:26

Tutorial on Building a Facial Recognition Pipeline with Deep Learning in Tensorflow
https://hackernoon.com/building-a-facial-recognition-pipeline-with-deep-learning-in-tensorflow-66e7645015b8

#facerecognition #dl #tensorflow #cv #tutorial

Data Science by ODS.ai 🦜

17 August 2017 16:42

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

Data Science by ODS.ai 🦜

11 August 2017 02:37

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

#nlp #dl #where2start

Data Science by ODS.ai 🦜

09 August 2017 19:20

Andrew Ng has announced new Deep Learning course on Coursera:

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

#coursera #deep_learning earning #dl #andrewng

Data Science by ODS.ai 🦜

08 August 2017 13:59

Non-NLP application of Word2Vec

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

#nlp #w2v @word2vec

Data Science by ODS.ai 🦜

07 August 2017 12:01

https://www.technologyreview.com/s/603007/robot-cars-can-learn-to-drive-without-leaving-the-garage/

Data Science by ODS.ai 🦜

20 July 2017 16:01

How semantic changes over time

Data Science by ODS.ai 🦜

24 June 2017 20:53

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

#CV #pix2pix #tensorflow

Data Science by ODS.ai 🦜

09 June 2017 16:04

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

Data Science by ODS.ai 🦜

22 May 2017 07:36

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

Data Science by ODS.ai 🦜

19 May 2017 06:08

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

Data Science by ODS.ai 🦜

12 May 2017 17:27

A Neural Representation of Sketch Drawings

https://arxiv.org/abs/1704.03477

#deeplearning #sketch

Data Science by ODS.ai 🦜

23 August 2017 14:21

Architecture for real-time scene annotation (BlitzNet)


http://thoth.inrialpes.fr/research/blitznet/

ArxiV: https://arxiv.org/abs/1708.02813
GitHub: https://github.com/dvornikita/blitznet

#ICCV #github #dl #video

Data Science by ODS.ai 🦜

20 August 2017 12:48

Beautiful thematic maps with ggplot2

https://timogrossenbacher.ch/2016/12/beautiful-thematic-maps-with-ggplot2-only/

#viz #ggplot #maps

Data Science by ODS.ai 🦜

19 August 2017 23:56

Tutorial on how to launch Jupyter Notebook in Google GPU cloud.

https://hackernoon.com/launch-a-gpu-backed-google-compute-engine-instance-and-setup-tensorflow-keras-and-jupyter-902369ed5272

#tutorial #jupyter #google

Data Science by ODS.ai 🦜

18 August 2017 12:37

STMVis - Visual Analysis for Recurrent Neural Networks

LSTMVis a visual analysis tool for recurrent neural networks with a focus on understanding these hidden state dynamics. The tool allows a user to select a hypothesis input range to focus on local state changes, to match these states changes to similar patterns in a large data set, and to align these results with structural annotations from their domain. We provide data for the tool to analyze specific hidden state properties on dataset containing nesting, phrase structure, and chord progressions, and demonstrate how the tool can be used to isolate patterns for further statistical analysis.

http://lstm.seas.harvard.edu/

#harvard #video #dl #rnn

Data Science by ODS.ai 🦜

17 August 2017 09:17

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

Data Science by ODS.ai 🦜

11 August 2017 02:28

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

Data Science by ODS.ai 🦜

09 August 2017 11:45

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

Data Science by ODS.ai 🦜

08 August 2017 13:11

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

#cv #photoes

Data Science by ODS.ai 🦜

26 July 2017 18:49

https://twitter.com/odsai_en/status/888741521893335040

Data Science by ODS.ai 🦜

19 July 2017 11:32

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

Data Science by ODS.ai 🦜

09 June 2017 16:06

I’m also glad to state that there are 2016 members on the channel!

Thank you for reading it, and our editors team hopes that you really benefited from links and ideas we shared with you.

We also want to remind you that you can suggest any news you think worthy posting to this channel via bot @opendatasciencebot.

Also we eternally gratefull to those of you who spread the word: feel free to share links and content to your friends, channels and chats.

Spread the word: growth of subscribers is the best way you can express your gratitude.

Data Science by ODS.ai 🦜

26 May 2017 18:32

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

https://arxiv.org/abs/1705.07962

Data Science by ODS.ai 🦜

19 May 2017 06:08

Notes on effectively Using Matplotlib:

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

#python #vizualization

Data Science by ODS.ai 🦜

15 May 2017 07:39

Using Deep Learning at Scale in Twitter’s Timelines



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

Data Science by ODS.ai 🦜

11 May 2017 19:48

Learning Deep Learning with Keras

http://p.migdal.pl/2017/04/30/teaching-deep-learning.html

#keras