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Danbooru2017: a new dataset of 2.94m anime images (1.9tb) with 77.5m descriptive tags: https://www.gwern.net/Danbooru2017 (Make deep learning fun again!)
#datasets#opendata#deeplearning#danbooru#MakeGirlsMoe#animeShow this threadThanks. Twitter will use this to make your timeline better. UndoUndo -
And semi-annual traffic update: https://www.gwern.net/About#january-2018---july-2018 … 329,057 page-views by 148,481 unique visitors; lifetime total: 6,236,345 page-views by 2,945,757 unique visitors.pic.twitter.com/mfwlDAjLLi
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June links: https://www.gwern.net/newsletter/2018/06 …
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This is particularly amazing when you think that
@23andMe has the chutzpah to double its prices & charge *$200* for fewer SNPs than they used to sequence.Show this threadThanks. Twitter will use this to make your timeline better. UndoUndo -
#icanhazpdf "Panic Attacks and Panic Disorder in Cross-Cultural Perspective", Amering & Katschnig 1990 http://dx.doi.org/10.3928/0048-5713-19900901-07 …https://www.reddit.com/r/Scholar/comments/8qx87z/article_panic_attacks_and_panic_disorder_in/ …Thanks. Twitter will use this to make your timeline better. UndoUndo -
(You would make image inpainting a superset of image generation by feeding in an image tensor to the generator; missing sections are zeroed-out, and a full image is generated by zeroing out the entire input. Percent of missing pixels can be annealed from 0-100% during training.)
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(Also I think I just broke my Nvidia drivers/CUDA libraries when, after successfully installing Pytorch, I succumbed to hubris and attempted to install Tensorflow as well.)
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Vital stats: over 9000 gigabytes(*); cost: 3900 wampum shells; 2160 TI calculators; 1000 deaf Edisons; 32 sheep; 2 martyred bored women; 1.7 stitches in time; 1.5 first bloods; and 1 working Piece of Crap. Trains MNIST to 99% in 3m52s. But next time, I'm buying or renting.pic.twitter.com/pDmqeCMUjg
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(Hold on now watch the fans spin / as you confuse PWR pins / the volts are dropping / the caps are popping / sine waves chopping / clocks are stopping no time to look away / like the demoscene I'm shrinking / like Zpaq I'm thinking / red like a gamer LED / you know it's dead)
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It's been 2 weeks / since the mobo didn't boot from sleep 1 week / since it looked at me & went "beep beep" 5 days / since I sighed & said "I'll give it another try" 3 days / since another board I knew I had to pay Yesterday / it finally ran, but it'll still be 2 days to GANs...
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Oh duh - this is a semantic segmentation task! The generator does image inpainting to fill in large random regions, and the discriminator does semantic segmentation on two classes, real/fake. Direct per-pixel supervision for the generator.
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(It may be helpful to consider the _Daicon_ section of Takashi Murakami's essay, "Earth In My Window": https://www.gwern.net/docs/eva/2005-murakami#daicon-iv … )
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_I took LSD and Now Sartre's Lobsters Won't Stop Following Me No Matter How Much I Clean My Room!_ (A cautionary lesson indeed for modern Japanese youth. Just say no, kids.)
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Boring Friday morning on Twitter. So... "Jordan B. Peterson and 𝘔𝘺 𝘓𝘪𝘵𝘵𝘭𝘦 𝘗𝘰𝘯𝘺." Discuss among yourselves.
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Fun fact:
@amazon during check out offered to mail me _I Am A M_ by Friday in exchange for... '$22,497.75 Local Express'. You really have to wonder where their books are mailing from. (For $22k I could take a limo to Library of Congress, walk in, steal a copy, & duck bail.)Show this threadThanks. Twitter will use this to make your timeline better. UndoUndo -
I'm surprised that his 2-volume autobiography _Ex-Prodigy: My Childhood and Youth_ & _I Am Mathematician_ don't seem available online though they're famous & good. Oh well. I've ordered copies - another 2 for the scan pile. (Bits for the Bit God! Scans for the Scan Throne!)
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"In Wiener’s class...there were no fewer than 5 properly accredited prodigies, ranging from...11 to Wiener’s mature 15. Of these 4, at least 3 were the sons of aggressively ambitious fathers; the other 2 Wiener knew nothing about." Something in the post-Enlightenment water...
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One more: https://www.gwern.net/Hunter - how even IQ experts can fall prey to trivial regression-to-the-mean effects. (How do you run a high-IQ school and not know about that...? ¯\_(ツ)_/¯)
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What if there were a genuine market for body fat and you could pay someone to take a kilogram of your body fat? Some hypothetical speculations: https://plus.google.com/103530621949492999968/posts/bv58p1BwfxQ … (Why no, I don't particularly enjoy going to my gym, how did you guess.)
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Neat milestone: Dante Labs is offering 30x whole genome sequencing for $500 now, down from ~$750 a few months ago: https://us.dantelabs.com/collections/best-seller/products/whole-genome-sequencing-wgs-full-dna-analysis … /soon
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_Foundations of Behavior Genetics_, Fuller & Thompson 1978: https://mega.nz/#!7LokUYoI!ie2qRPPoYBHrtPpvYz22bz3zPj_6Q4areI-n1A_icMM … https://www.dropbox.com/s/f000ycvz7cdeksn/1978-fuller-foundationofbehaviorgenetics.djvu?dl=0 … http://libgen.io/book/index.php?md5=0a9973f89bea3bbb407d6f56c44f0199 …
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