Dask

@dask_dev

Dask natively scales Python Dask provides advanced parallelism for analytics, enabling performance at scale for the tools you love

dask.org
Připojil se červenec 2017
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  1. Retweetnuto uživatelem
    před 19 hodinami

    Incredibly satisfying to watch the dashboard! These are several cross-validation jobs (100s model fit + score) running on a 36 core workstation (from home through SSH). Models are equivalent layers from the Harmonica library

    Screenshot of the Dask dashboard showing 36 cores working at full capacity to run several cross-validation steps (fit + score + combine with a mean).
    13 retweetů 58lajků
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  2. Retweetnuto uživatelem
    před 23 hodinami
    Odpověď uživatelům a

    NumPy itself doesn’t support GPUs, TPUs or parallel computing. But awesome projects like , and implement the same API as NumPy for these other platforms, which means that if you know NumPy you have a great head start.

    5 retweetů 12lajků
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  3. Retweetnuto uživatelem
    16. 9.
    Odpověď uživatelům

    We were busy, there were always bugs to fix, docs to write, features to add, users to help out, and new releases to be made 🤷.

    22 retweetů 324lajků
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  4. Retweetnuto uživatelem
    16. 9.

    The NumPy paper is out!

    A screenshot of the NumPy article from the Nature homepage.
    68 replies 2 946 retweetů 10 270lajků
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  5. Retweetnuto uživatelem
    11. 9.

    Introducing Dask-Optuna for scaling Optuna with Dask! This project provides a Dask-compatible Optuna storage class that helps improve integration between and This was a pleasure to work on thanks to Optuna’s thoughtful design

    17 retweetů 67lajků
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  6. Retweetnuto uživatelem
    11. 9.

    Dask provides advanced parallelism for analytics, enabling performance at scale for the tools you love. Sponsored Project since 2019

    3 retweety 7lajků
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  7. Retweetnuto uživatelem
    8. 9.

    napari 0.3.7 is out! With this release, we are launching an experimental standalone app that can be directly downloaded! We have also improved our nD-scrolling, coordinate system, labels coloring, and added a new opt-in asynchronous rendering mode

    41 retweetů 130lajků
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  8. 11. 9.

    Nice work team.

    With , , & we show how to scale state of the art . ! Over 2x faster than prior implementations, 450x faster subword tokenizer, & most importantly better accuracy. Learn more & try it today!
    1 reply 5 retweetů 44lajků
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  9. Retweetnuto uživatelem
    10. 9.

    🔥🔥🔥All it took was and (with some ) to crush the . Improving featuring engineering 500x is game changer! Congrats!

    Congratulations to our NVIDIA team for winning 1st place in this year's , a competition between over 500 experts who present the latest research in recommendation systems. Learn more about our winning recipe.
    17 retweetů 51lajků
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  10. Retweetnuto uživatelem
    10. 9.

    🏆 Today's trending post is Getting started w/ large-scale ETL jobs using Dask () & AWS EMR by from - More projects w/ Dask - Aleksey's portfolio (15+ projects):

    15 retweetů 53lajků
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  11. 10. 9.

    Dask's annual update during the SciPy 2020 Maintainer's track: Thanks to for presenting!

    5 retweetů 23lajků
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  12. Retweetnuto uživatelem
    4. 9.

    dask-image 0.4.0 is now available! Highlights include a new local threshold function, and GPU support combining with for the ndfilters and imread sub-packages. See the latest at

    1 reply 19 retweetů 49lajků
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  13. Retweetnuto uživatelem
    6. 9.
    Odpověď uživatelům

    Hm I wonder which...Satpy! I'm also a fan of the rioxarray project () which can be helpful for rasterio related tasks. Both use xarray and dask which are invaluable.

    1 retweet 9lajků
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  14. 2. 9.

    Reminder: the next free online Dask tutorial will take place this Friday, hosted by Martin Durant and Tom Augspurger. Tickets are still available, so register now at

    6 retweetů 25lajků
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  15. 31. 8.

    Working with large volumes of images? Check out Dask's Image Processing example at It's a binder application too, so you can run a notebook by clicking the link at the top.

    1 reply 21 retweetů 76lajků
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  16. 31. 8.

    Dask has a shiny new Helm chart: dask/daskhub. Use it to deploy JupyterHub and Dask Gateway for multi-user, scalable, interactive computing. Announcement: Install: Special thanks to for being trailblazers here.

    20 retweetů 78lajků
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  17. 27. 8.

    The next free online dask tutorial is coming on Friday September 4. We are picking a later time slot, which should be more convenient for NAmerica west. Sign up:

    1 reply 15 retweetů 39lajků
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  18. Retweetnuto uživatelem
    21. 8.

    Have you seen my tutorial materials here: It's a good way to learn something new!

    18 retweetů 82lajků
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  19. Retweetnuto uživatelem
    18. 8.

    This week is with , maintainer of & . He'll be chatting // coding w/ & about *Deploying and Scaling Tools on Distributed Systems* and they may even make a real-time PR!

    1 reply 14 retweetů 36lajků
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  20. 14. 8.

    Full release notes are available at

    1 retweet 6lajků
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