CompSci Weekend SuperThread (August 07, 2020) Computer Science

CompSci Weekend SuperThread (August 07, 2020)
Meet Silq- The First Intuitive High-Level Language for Quantum Computers
ICYMI: State of the art in image-to-image translation!
[N] ArXiv’s 1.7M+ Research Papers Now Available on Kaggle
The Complete Guide on How to Learn Python For Beginners
What kind of OS/embedded specific interview questions did you get asked for a systems position?
[R] DeepMind & Google Explore Hyperparameter Selection for Offline RL
Best Machine Learning Courses Online

CompSci Weekend SuperThread (August 07, 2020)

Posted: 06 Aug 2020 06:04 PM PDT

/r/compsci strives to be the best online community for computer scientists. We moderate posts to keep things on topic.

This Weekend SuperThread provides a discussion area for posts that might be off-topic normally. Anything Goes: post your questions, ideas, requests for help, musings, or whatever comes to mind as comments in this thread.

Pointers

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If you're looking for answers, sort by top comment.
Upvote a question you've answered for visibility.
Downvoting is discouraged. Save it for discourteous content only.

Caveats

It's not truly "Anything Goes". Please follow Reddiquette and use common sense.
Homework help questions are discouraged.

submitted by /u/AutoModerator
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Meet Silq- The First Intuitive High-Level Language for Quantum Computers

Posted: 07 Aug 2020 05:11 AM PDT

submitted by /u/saik2363
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ICYMI: State of the art in image-to-image translation!

Posted: 06 Aug 2020 08:48 PM PDT

submitted by /u/MLtinkerer
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[N] ArXiv’s 1.7M+ Research Papers Now Available on Kaggle

Posted: 06 Aug 2020 01:11 PM PDT

To help make world's largest free scientific paper repository even more accessible, arXiv announced yesterday that all of its research papers are now available on Kaggle.

Here is a quick read: ArXiv's 1.7M+ Research Papers Now Available on Kaggle

submitted by /u/Yuqing7
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The Complete Guide on How to Learn Python For Beginners

Posted: 07 Aug 2020 12:11 AM PDT

submitted by /u/Matlabguru
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What kind of OS/embedded specific interview questions did you get asked for a systems position?

Posted: 06 Aug 2020 06:27 PM PDT

To those who have had interviews for systems level positions, what kind of OS/embedded specific questions were asked? Most of the ones I've seen online are theory based: defining semaphores, mutex and other simple stuff but I've heard it's pretty common to get asked to fix a racing issue. Any examples would be appreciated.

submitted by /u/CheapMountain9
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[R] DeepMind & Google Explore Hyperparameter Selection for Offline RL

Posted: 06 Aug 2020 08:45 AM PDT

Researchers from DeepMind and Google recently conducted a thorough empirical study of hyperparameter selection for offline RL, aiming to identify and develop more reliable and effective approaches.

The researchers' workflow for applying offline hyperparameter selection can be summarized as follows:

Use several different hyperparameter settings for offline RL policies training.
Summarize each policy's performance by scalar statistics to execute in the real environment.
Pick the top k best policies according to the summary statistics.

Here is a quick read: DeepMind & Google Explore Hyperparameter Selection for Offline RL

The paper Hyperparameter Selection for Offline Reinforcement Learning is on arXiv.

submitted by /u/Yuqing7
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Best Machine Learning Courses Online

Posted: 06 Aug 2020 06:20 AM PDT

submitted by /u/gamesbon
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