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Love how you can look at this heatmap and see a hidden gene that no one has noticed for over 50(!) years https://twitter.com/ekelsic/status/1200658792029003776 …pic.twitter.com/BEw3g5wF4P
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Awesome progress from
@rejuvenatebio toward increasing play-time adjusted life-years for all#doggos https://bit.ly/2pLXQel https://bit.ly/2CiePaX - paper Special shoutout to their CIO!pic.twitter.com/Mi4NV7BLk0
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Putting it all together, UniRep shows promise for protein engineering by enabling rapid discovery of distant, diverse, and high functioning protein variants, and does so with orders of magnitude gain in efficiency!
(5/8)pic.twitter.com/ZiSRTh9Cqd
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Simple supervised models trained "on top" of UniRep reach SOTA performance on several diverse protein stability and quantitative function datasets. This indirectly suggests UniRep encodes fundamental protein features that underpin stability and function. (4/8)pic.twitter.com/irxU5IfPux
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UniRep vector space is semantically rich
. It at least includes organismal and structural level information, and is good for finding functional homologs that share little seq similarity. Similar to the sentiment neuron in NLP, UniRep has a pretty wild helix-sheet neuron! (3/8)pic.twitter.com/0L4IuiW0HC
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We built UniRep, a wide mLSTM that was trained on UniRef50 sequences to perform next amino acid prediction. In so doing, it learned a vector representation of proteins (2/8)pic.twitter.com/aUN3Iy8Upj
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Man could use this for this these ML paper tables

pic.twitter.com/nZhTNH4oQE
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Man this tugs at some heartstrings knowing this could have been my boy. Dogs get the short end of the stick WAY too often, and they love you anyway. Amazing new short from @DisneyPixar increasing awareness about disadvantaged breeds & dogfighting
#pitbulls https://www.youtube.com/watch?v=AZS5cgybKcI …pic.twitter.com/SMNuJmtSEu
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@Lakers finally looked inspiring last night. What a game@KingJames@kylekuzma@RajonRondo. Mood!!
pic.twitter.com/y1g5WphUxz
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Made it out to watch
@DukeMBB. Can’t wait to see what these three do in the@NBA.@ZionW32@RjBarrett6@camreddishpic.twitter.com/biv9NJgtIr
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Cloned with DNA from
@TwistBioscience! Great quality, low error rates, pretty colors
pic.twitter.com/ioMzdINwyG
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My dog wants to be a Broadie.
@broadinstitute he’s got some fresh ideas for the dog genomics team.pic.twitter.com/bXN49wk7YJ
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Listening to a talk on how to make campus green-er. Labs consume a disproportionate amount of energy relative to their sq. footage. Turn off bench lights when not using, don’t leave thermocyclers running at 4C, shut hood sashes, & consider making -80C freezers -70C

pic.twitter.com/yrZ2Xy2Ahq
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This video is awesome and clearly made by someone with desirable drone skills https://vimeo.com/296418897

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Having a great morning at the
#NBAhackathon with@amarotaylorw. Thanks for having us@NBA!pic.twitter.com/BRMfV0twe7
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Was hoping to make it through grad school without having to run a protein gel. But what do you know, protein engineering is dirty business.pic.twitter.com/3AkxPswsnK
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The Synthesis Call homepage says the deadline is July 31, however. I found it confusing when I saw the online form submission deadline was actually on the 30th, and it almost caught me by surprise! Again, let me know if I've totally just missed something.pic.twitter.com/HvN3BLpmmV
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