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Prikvačeni tweet
Learn: - Practical Deep Learning http://course.fast.ai/ - Deep Learning Foundations http://course.fast.ai/part2 - Computational Linear Algebra https://github.com/fastai/numerical-linear-algebra … - Intro Machine Learning http://course18.fast.ai/ml pic.twitter.com/CnxZJH1aqn
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Jeremy Howard proslijedio/la je Tweet
Tesla researchers authors NNs in python land and rewrite with a bare C++ implementation when deploying. This feels like a failure of our tooling / infrastructure.https://twitter.com/elonmusk/status/1224182478501482497 …
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Jeremy Howard proslijedio/la je Tweet
In January,
@anishathalye,@jjgort, and I ran a short class at@MIT_CSAIL on topics we think are missing in most CS programs — tools we use every day that everyone should know, like bash, git, vim, and tmux. And now the lecture notes and videos are online! https://missing.csail.mit.edu/ pic.twitter.com/xNSlLgJfd4Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Seems like an odd choice. Over $1m of compute costs to train, but Google didn't use the best available version of the tool they compared to.https://twitter.com/MitsukuChatbot/status/1224461446270066690 …
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Jeremy Howard proslijedio/la je Tweet
I borrowed
@cfiesler's idea and am having my@DataInstituteSF data ethics students keep a group spreadsheet of current data ethics news articles. Some articles from the past week:pic.twitter.com/TkrUXjFQqO
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"We achieved an overall accuracy of 94.5%, more than 4.5% of an increase on the previous state-of-the-art"; classifying the patterns in 18,577 Scanning Electron Microscope imageshttps://twitter.com/Iain_Keaney/status/1224420379076198402 …
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Jeremy Howard proslijedio/la je Tweet
A PhD is definitely not required. All that matters is a deep understanding of AI & ability to implement NNs in a way that is actually useful (latter point is what’s truly hard). Don’t care if you even graduated high school.
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Jeremy Howard proslijedio/la je Tweet
Introducing Swift Crypto, a cross-platform package that provides an open source implementation of the platform independent crypto APIs from Apple’s CryptoKit library:https://swift.org/blog/crypto/
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Jeremy Howard proslijedio/la je Tweet
If using EfficientNets in
#PyTorch, definitely make sure you're using a jit'd Swish function with custom 'memory efficient' autograd. Will help bump up the batch sizes a little and squeeze out a few more img/sec.Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Jeremy Howard proslijedio/la je Tweet
Check out our new tutorial about how to perform efficient data augmentation in videos with
@kornia_foss for the Deepfake Detection Challenge#DFDC@kaggle@cristiancanton@PyTorchhttps://www.kaggle.com/c/deepfake-detection-challenge/discussion/128726 …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Jeremy Howard proslijedio/la je Tweet
Session 02 is Tuesday! Join for cancer genomics live-coding as Dr.
@julie_t_wu (Stanford Medicine) and@cjnolet (@nvidia@rapidsai) experiment with visual GPU UMAP for longitudinal analysis over thousands of cancer patients in GENIE /@Sagebio ! https://www.thedataridealongs.com pic.twitter.com/H8a2963CmtHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
I'll be sure to include %debug, since I know that's a favorite! And I'll go thru this list, so no need to mention stuff from here: https://forums.fast.ai/t/things-jeremy-says-to-do/36682 …)
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During our video lessons I do a lot of little asides about debugging, s/w eng, ethics, etc. I want our upcoming book to include these too! What tidbits from the http://fast.ai courses should we be sure to include in the book?
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Jeremy Howard proslijedio/la je Tweet
in search of personal analog style in the age of styleGAN paintings painfully aware of how i became gan-conscious while casually sketching, every drawing is a training material, every line - what will the model make out out of it?..pic.twitter.com/5eASQFUWVv
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This repo is full of amazing awesomeness. I don't know of anything else like it. Independent refactored carefully tested implementations of modern CNNshttps://twitter.com/wightmanr/status/1224178577593241602 …
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Jeremy Howard proslijedio/la je Tweet
I recommend reading the forward I wrote for https://www.swiftforgood.com/ - Rust and Swift have very very very different goals, it is not just about target market, type system or syntax. In any case, I am a huge fan of Rust, its community, and many aspects of its design!
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Jeremy Howard proslijedio/la je Tweet
A relu is a diode and was invented in 1874. They had valve tube diodes for experiments when I was studying! The transfer function suspiciously looks like relu. :-) https://www.electronics-tutorials.ws/wp-content/uploads/2018/05/diode-diode8.gif …
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Reminder: the neocognitron was published in 1979! https://twitter.com/rupspace/status/1224133745357099009 …pic.twitter.com/4wTQaXCX1P
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Jeremy Howard proslijedio/la je Tweet
IIRC Fukushima's Neocognitron also used the max(0, x) function in its design (to mimic firing frequencies in biological neurons, which must be positive).
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Jeremy Howard proslijedio/la je Tweet
I’m confused. How did we conclude that the best way to prepare kids for the future is to cluster them into a setting where they are organized by age, into grades, and forced to learn the same things, at the same time and pace, 7 hours a day, 5 days a week, for 12 + years? Huh?
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Jeremy Howard proslijedio/la je Tweet
Interesting costs/spec for Google's Meena chatbot. By comparison, Mitsuku takes 40Mb of space, needs 4Mb of RAM and runs on a single CPU. As a bonus, I even let people talk to it!
https://twitter.com/eturner303/status/1223976313544773634 …
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