Data Science by ODS.ai 🦜

13 November 2017 00:42

Google's open source candy for all ML community:

Source-to-Source Debuggable Derivatives


https://opensource.googleblog.com/2017/11/tangent-source-to-source-debuggable.html?m=1

#opensource #nn #python #google

Data Science by ODS.ai 🦜

11 November 2017 11:08

The State of Data Science & Machine Learning 2017 by Kaggle.

Very informative article about age, job titles, most popular languages and everything related to DS / ML.

Not to mention that source data is included.

https://www.kaggle.com/surveys/2017

#kaggle #statistics

Data Science by ODS.ai 🦜

30 October 2017 10:21

Winning approaches for solving Advanced Driver Assistance System challenge on Kaggle:

https://blog.getnexar.com/how-a-22-year-old-from-shanghai-won-a-global-deep-learning-challenge-76f2299446a1

#deeplearning #kaggle #cv

Data Science by ODS.ai 🦜

03 October 2017 02:16

https://twitter.com/pleonard/status/914671877146206208

Data Science by ODS.ai 🦜

21 September 2017 02:30

NLP for beginners

http://blog.kaggle.com/2017/08/25/data-science-101-getting-started-in-nlp-tokenization-tutorial/

#tutorial #nlp

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 🦜

12 November 2017 21:22

Release of a nice NLP-processing library.

https://www.techleer.com/articles/404-spacy-20-released-natural-language-processing-with-python/

#nlp #python

Data Science by ODS.ai 🦜

08 November 2017 14:17

Great example of feature visualisation

https://distill.pub/2017/feature-visualization/

Data Science by ODS.ai 🦜

10 October 2017 14:23

ARkit Sudoku solver built with CoreML

https://blog.prototypr.io/behind-the-magic-how-we-built-the-arkit-sudoku-solver-e586e5b685b0

#ar #cv #keras #coreml

Data Science by ODS.ai 🦜

03 October 2017 02:16

Another breakthrough with generative models.

BEGAN: Boundary Equilibrium Generative Adversarial Networks

https://arxiv.org/abs/1703.10717

#gan #cv

Data Science by ODS.ai 🦜

05 September 2017 10:11

Netflix shared its recommendation engine scheme:

https://medium.com/netflix-techblog/distributed-time-travel-for-feature-generation-389cccdd3907

#ml #rs #spark #hadoop

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