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avibryant's profile
Avi Bryant
Avi Bryant
Avi Bryant
@avibryant

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Avi Bryant

@avibryant

Happiest when working on Random Forests from random beaches.

Galiano Island
avibryant.com
Joined November 2006

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    Avi Bryant‏ @avibryant Mar 19

    https://github.com/ctongfei/nexus  from @ctongfei looks like a more serious, comprehensive attempt to do something similar to what I was playing with in https://github.com/avibryant/nda  - statically typed tensor shapes in Scala for deep learning.

    9:33 AM - 19 Mar 2018
    • 4 Retweets
    • 13 Likes
    • V Gerard de Melo Adil Akhter 💻🐴Ngnghm Debasish (দেবাশিস্) Ghosh 🇮🇳 Andrew Valencik Jorge M Steven Woodhouse James MacAulay
    4 replies 4 retweets 13 likes
      1. Avi Bryant‏ @avibryant Mar 19

        The key feature they both share is using named singleton types to represent axes, and making sure that tensor ops are on *semantically* compatible shapes vs just possibly-coincidentally-matching numeric shapes. IMO this is a key usability advance for tensor libs.

        0 replies 0 retweets 10 likes
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      2. Frank van Lankvelt‏ @fvanlankvelt Mar 19
        Replying to @avibryant @ctongfei

        nexus could be a backend to extend @stripe 's prob prog scala dsl to tensors? It is very promising indeed, though the research origins are still showing.

        1 reply 0 retweets 0 likes
      3. Avi Bryant‏ @avibryant Mar 19
        Replying to @fvanlankvelt @ctongfei

        Yes, I'll be keeping an eye on it with that in mind.

        0 replies 0 retweets 0 likes
      4. End of conversation
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      2.  💻 🐴Ngnghm‏ @Ngnghm Mar 19
        Replying to @avibryant @ctongfei

        For tensors, you may be interested in looking at how Egison does it.https://www.egison.org 

        1 reply 0 retweets 1 like
      3. Egison‏ @Egison_Lang Mar 19
        Replying to @Ngnghm @avibryant @ctongfei

        Hi! Thank you for introducing my work. Let me introduce my paper for importing tensor index notation into programming, additionally. https://arxiv.org/pdf/1702.06343.pdf …

        0 replies 0 retweets 1 like
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      1. ⛧ esoterik ⛧‏ @d6 Mar 19
        Replying to @avibryant @ctongfei

        yeah it was a great talk! i want to track down @ctongfei to see if he could use dagon for the GADT rewriting/optimization he's doing

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