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citnaj's profile
Jason Antic
Jason Antic
Jason Antic
@citnaj

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Jason Antic

@citnaj

Obsessively pursuing the perfection of image and video colorization/restoration using deep learning. Creator of DeOldify.

Ocean Beach, San Diego
deoldify.ai
Joined January 2010

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    Jason Antic‏ @citnaj 20 Dec 2019
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    Jason Antic Retweeted François Chollet

    1/ I’ve thought for many years that strong verbal skills probably contribute to strong coding skills. “Code should read like a book!” was something a mentor told me that really stuck. Perhaps surprisingly- I’m not great with math- especially linear algebra of all things.https://twitter.com/fchollet/status/1208079432373563392 …

    Jason Antic added,

    François CholletVerified account @fchollet
    Reading well-factored code feels like reading a concise, clearly articulated essay. It's a joy. Meanwhile, reading convoluted, laborious code feels like reading an incoherent rant.
    8:35 PM - 20 Dec 2019
    • 1 Retweet
    • 38 Likes
    • Aman Dalmia Louis Maddox A.N.A.K.I.N. Magnus Engelsen bakerboi Piyush Bagad Evan Pete Walsh Suzana Ilić Gustavo de M. Seabra
    3 replies 1 retweet 38 likes
      1. New conversation
      2. Jason Antic‏ @citnaj 20 Dec 2019
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        2/ I took two linear algebra courses in college and quite frankly I still can’t tell you confidently what an eigenvector or eigenvalue is. Calculus I thought was easier and more intuitive. Writing and reading (especially Philosophy)- loved it. Easy A.

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      3. Jason Antic‏ @citnaj 20 Dec 2019
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        3/ I do think writing skills overlap quite a bit in what makes up a big chunk of effective programming and even ML problem solving. And that is to take complex ideas and distill/organize them effectively.

        1 reply 0 retweets 10 likes
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      4. Jason Antic‏ @citnaj 20 Dec 2019
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        4/ In fact if you can’t do this, you wind up burying yourself in your own mess of complexity quite quickly. You rapidly use up what little prescious mental resources you have to work with the problem (working memory, for example). You wind up tripping over your own feet.

        1 reply 0 retweets 6 likes
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      5. End of conversation
      1. New conversation
      2. Paul‏ @pastaduck 20 Dec 2019
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        Replying to @citnaj

        Not great with maths? This statement blows my mind a bit. I mean, Im guessing you understand the below shenanigans?pic.twitter.com/U2hEbAfBoT

        2 replies 0 retweets 1 like
      3. Jason Antic‏ @citnaj 20 Dec 2019
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        Replying to @pastaduck

        I’m able to read stuff like that slowly and carefully and try to get the core intuition out of it. But it’s a real chore and it’s certainly not comfortable. I was even a math minor and did well but played the game for grades more than solid understanding.

        1 reply 0 retweets 4 likes
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      2. A.N.A.K.I.N.‏ @Agent_ANAKIN 21 Dec 2019
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        Replying to @citnaj

        The language matters. This applies to spoken languages, too. OpenQASM and Korean Hangeul are quite elegant, while R and certain spoken languages (lines and circles everywhere) would be challenging, if not impossible, to beautify. I've never seen hard-to-read OpenQASM.

        1 reply 0 retweets 1 like
      3. Jason Antic‏ @citnaj 21 Dec 2019
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        Replying to @Agent_ANAKIN

        Yeah I do subscribe to the belief language itself shapes the way we think of things. I think of how clumsy Roman numerals are compared to Arabic, for example.

        2 replies 0 retweets 0 likes
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