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Alhanai_Interspeech-2018.pdf

More on that model in the Wired article: https://thenextweb.com/artificial-intelligence/2018/09/05/mits-depression-detecting-ai-might-be-its-scariest-creation-yet/

The article notes that the best advantage of suggesting approach is that it is context-free.

The Next Web

MIT’s depression-detecting AI might be its scariest creation yet

MIT recently developed an AI named "Norman" built on data taken from the darkest pits of Reddit. This one is much, much scarier.

4.45K views23:06

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Those who want to understand #GAN s better can now play with them in the browser with GAN lab.

https://towardsdatascience.com/gan-lab-train-gans-in-the-browser-21a423585460

Medium

GAN Lab: Train GANs in the Browser!

There are many browser visualization tools that help machine learning learners gain intuition for neural network training concepts such as…

4.62K views23:16

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#Google introduced Conceptual Captions, a new dataset and challenge for image captioning consisting of ~3.3 million image/caption pairs for the machine learning community to train and evaluate their own image captioning models.

Link: https://ai.googleblog.com/2018/09/conceptual-captions-new-dataset-and.html

#dataset

Google AI Blog

Conceptual Captions: A New Dataset and Challenge for Image Captioning

Posted by Piyush Sharma, Software Engineer and Radu Soricut, Research Scientist, Google AI The web is filled with billions of images, help...

3.87K views17:19

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Upcoming spolitght at #NIPS2018 «Realistic Evaluation of Deep Semi-Supervised Learning Algorithms»

Link: https://arxiv.org/abs/1804.09170

3.95K views17:19

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OpenAI’s Long Pursuit of Dota 2 Mastery

Full story of the project on medium

https://medium.com/syncedreview/openais-long-pursuit-of-dota-2-mastery-1d3a861472bd

#OpenAI

Medium

OpenAI’s Long Pursuit of Dota 2 Mastery

A hearty round of applause arose from the crowd packing the Vancouver Rogers Centre on August 22 when a team of unassuming scientists…

4.02K views17:21

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#netflixresearch has published a YouTube playlist to make people learn about how they improve various aspects of Netflix including personalized algorithms, content valuation, and streaming optimization:

https://www.youtube.com/playlist?list=PL_S_WRR3d9p2J5IILdSS2OGCF8s3E0kjQ

YouTube

Netflix Research

Share your videos with friends, family, and the world

4.48K views17:22

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And #Google also launched #DataSet search. This is a huge breakthrough for the DS community, because now it will be easier to access some interesting data.

https://toolbox.google.com/datasetsearch

4.61K views17:24

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Predicting Popularity of The New York Times Comments (Part 1)

Article with the #NLP research of NYT comments. Nice example of the applied #research job.

Link: https://towardsdatascience.com/predicting-popularity-of-the-new-york-times-comments-part-1-d32f26261f6f
Github: https://github.com/sakshi716/nyt-nlp-capstone

Medium

Hello everyone! I just finished my capstone project for my big data certification from Ryerson University in Toronto. This project was…

4.65K views10:57

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How to Create Animated Graphs in Python

Short tutorial on how to create animated graphs, which also works in #jupyter notebooks.

Link: https://towardsdatascience.com/how-to-create-animated-graphs-in-python-bb619cc2dec1
Youtube link with #visualization: https://youtu.be/7xrvuSDLHiY|

#novice #beginner

Medium

How to Create Animated Graphs in Python

Matplotlib and Seaborn are some nice libraries in Python to create great looking plots. But these plots are all static and it’s hard to…

5.3K views10:57

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Medium

Hello everyone! I just finished my capstone project for my big data certification from Ryerson University in Toronto. This project was…

4.62K views09:24

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Healthcare Dataset with #PySpark

Back to some #BigData stuff: article about quick-and-dirty development of prediction algorithm using #Spark engine.

Link: https://towardsdatascience.com/healthcare-dataset-with-spark-6bf48019892b

Medium

Healthcare Dataset with Spark

Spark is an open source project from Apache. It is also the most commonly used analytics engine for big data and machine learning.

5.37K views09:24

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Multimodal Unsupervised Image-to-Image Translation (MUNIT)

Arxiv: https://arxiv.org/abs/1804.04732
Github: https://github.com/NVlabs/MUNIT

GitHub

GitHub - NVlabs/MUNIT: Multimodal Unsupervised Image-to-Image Translation

Multimodal Unsupervised Image-to-Image Translation - NVlabs/MUNIT

4.26K views11:20

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Note how posture and scene proportions are retained after transition.

4.77K views11:20

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There is a chart for CS research citation rate: http://www.iro.umontreal.ca/~bengioy/citation-rate-CS-1sept2018.html

Looks like the #dl is eating the world of software atm.

#academy #chart

4.72K views23:59

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Useful tool for #crowdsourcing annotation and labeling: https://prodi.gy

prodi.gy

Prodigy · An annotation tool for AI, Machine Learning & NLP

A downloadable annotation tool for LLMs, NLP and computer vision tasks such as named entity recognition, text classification, object detection, image segmentation, evaluation and more.

5.17K views00:02

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Something on #SoftwareDevelopment

5K views11:21

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Data Types From A Machine Learning Perspective With Examples

This is a really #beginner level article about how different data types can be categorized.

Link: https://towardsdatascience.com/scala-for-data-science-engineering-part-1-6a0a5738d7b0

Medium

Scala for Data Science Engineering — Part 1

Data Science is an interesting field to work in, a combination of statistics and real world programming. There are number of programming…

4.24K views16:23