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fchollet's profile
François Chollet
François Chollet
François Chollet
Verified account
@fchollet

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François CholletVerified account

@fchollet

Deep learning @google. Creator of Keras. Author of 'Deep Learning with Python'. Opinions are my own.

United States
fchollet.com
Joined August 2009

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    François Chollet‏Verified account @fchollet 17 Apr 2020

    2.5% to 4% of people where I live may have SARS-CoV-2 antibodies: https://www.medrxiv.org/content/10.1101/2020.04.14.20062463v1 … One way to interpret it is that COVID-19 is far more widespread than believed, which is good news. However, herd immunity is reached at 70%, so there's a lot of room for things to get worse

    11:36 AM - 17 Apr 2020
    • 21 Retweets
    • 70 Likes
    • Christopher D. Long (Кристофер Д. Лонг) Steven Edwards Steve MLT Alexander uɐıןnſ Pol Camilo Jean-Louis Mbaka
    15 replies 21 retweets 70 likes
      1. New conversation
      2. drwhisky‏ @drwhisky1 17 Apr 2020
        Replying to @fchollet

        for herd immunity less than 70% needs to be infected. The 70% number comes from assuming a constant R0 across population In reality varies with individual and it suffices to immunize most extreme individuals (cut tail of distribution)

        1 reply 0 retweets 2 likes
      3. drwhisky‏ @drwhisky1 17 Apr 2020
        Replying to @drwhisky1 @fchollet

        70% of the edges (=connections) in the graph need to be capped (to bring average R0<1) Can be achieved with cutting 10-20% of most extreme nodes (=people)

        0 replies 0 retweets 0 likes
      4. End of conversation
      1. New conversation
      2. Piotr Szymański‏ @niedakh 17 Apr 2020
        Replying to @fchollet

        We found a limit of herd immunity build up in the first phase, in the conditions of the household structure of european cities to be limited at 15%.https://www.medrxiv.org/content/10.1101/2020.03.25.20043109v1 …

        2 replies 0 retweets 2 likes
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      2. /home/ggdupont‏ @ggdupont 17 Apr 2020
        Replying to @fchollet

        Keep in mind that herd immunity rely on the fact that immunity is stable. Few occurences of reinfected people seems to indicate otherwise and mutations of the virus could also make any acquired immunity obsolete (ie like the flu).

        1 reply 0 retweets 0 likes
      3. Marc Levy-Strauss‏ @bouroulec 17 Apr 2020
        Replying to @ggdupont @fchollet

        "like always" I'd say

        0 replies 0 retweets 0 likes
      4. End of conversation
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      2. Chris Kortge‏ @ChrisKortge 17 Apr 2020
        Replying to @fchollet

        Something doesn't fit here. If fatality is 0.1%, how are there 12k deaths in NYC, population 20M? Were *half* there infected 3 weeks ago (time it takes to kill you)? Non-random sample in the study? Tests too sensitive?

        2 replies 0 retweets 1 like
      3. Marc Levy-Strauss‏ @bouroulec 17 Apr 2020
        Replying to @ChrisKortge @fchollet

        . 15%

        0 replies 0 retweets 0 likes
      4. End of conversation
      1. Jpapon‏ @jeremiepapon 17 Apr 2020
        Replying to @fchollet

        I would say it’s mixed, rather than good news: Doesn’t it mean that r0 is higher than we were thinking and that we’re going to see very quick flare-ups without strict social distancing?

        0 replies 0 retweets 0 likes
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      1. Marc Levy-Strauss‏ @bouroulec 17 Apr 2020
        Replying to @fchollet

        Let's go outside. Let's go lick the barre du métro parisien.

        0 replies 0 retweets 0 likes
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