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Prikvačeni tweet
Investing time in
@fastdotai is one of the best investments I have ever made. To continue to learn, I am starting a new series#CodeFirst where I will digging deep into the source code. This builds on top of@jeremyphoward code walkthrus.https://medium.com/@aman.arora0210/fastai-v2-datablocks-api-code-overview-a-gentle-introduction-60338a6c9aa …Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Aman Arora proslijedio/la je Tweet
Why Random Forests can’t predict trends and how to overcome this problem. by
@amaarorahttps://link.medium.com/3FnSlWQmH3Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
What an excellent read!https://twitter.com/jeremyphoward/status/1224664283780284420 …
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Aman Arora proslijedio/la je Tweet
I just tried the
#DeOldify (@citnaj) Neural Network that was trained for colorizing old, black and white images. This is Albert Einstein’s original footage (and his voice), then using the neural net to colorize it.#DeepLearning#AIpic.twitter.com/Pp6JbPewkHHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Aman Arora proslijedio/la je Tweet
When you are at the lowest point in your life, what you turn to probably tell you a lot about yourself. I turned on computer and started machine learning.
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Aman Arora proslijedio/la je Tweet
Break it down! Introducing the "Break"
#NLU benchmark for testing the ability of models to break down a question into required steps for computing the answer. Accepted for#TACL2020. Learn more about Break in this post by Tomer Wolfson on the AI2 Blog:https://medium.com/ai2-blog/break-mapping-natural-language-questions-to-their-meaning-representation-31bb753701d6 …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Aman Arora 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 -
Aman Arora proslijedio/la je Tweet
"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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Aman Arora proslijedio/la je Tweet
I made an illustration for my class of why you need separate validation and training sets and I'm quite happy with it. Has anyone illustrated this similarly before?pic.twitter.com/oWsbFTTvpX
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Aman Arora 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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Aman Arora proslijedio/la je Tweet
#opensource is more than just public code. It's a mindset of sharing, being transparent and collaborating across organizations. It's about building on the shoulders of other projects and advancing together the state of technology (1/N)@huggingface,@spacy_io,@fastdotai,#NLPpic.twitter.com/YkGjDU6sHu
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Wouldn't it just be great if
@huggingface started a MOOC explaining all the awesome things it was doing? I can only imaging the amount of good it would do to the NLP community. Just a question that I am gently putting out there.. :)Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Aman Arora proslijedio/la je Tweet
If you're bootstrapping yourself into deep learning research, here’s what I would do: 1. FastAI (3m) 2. Personal projects/reproduce papers/consulting (3 - 12m) 3. Flashcard the Deep Learning Book (4-6m) 4. Flashcard ~100 papers in a niche (2m) 5. Publish your first paper (6m)pic.twitter.com/HnNeihMkGl
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Aman Arora 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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Aman Arora proslijedio/la je Tweet
NLP Newsletter #3: Flax, Thinc, Language-specific BERT models, Meena, Flyte, LaserTagger,…
featuring: @AnimaAnandkumar,@techno246,@hen_str,@jeremyakahn,@lexfridman,@iamtrask,@seb_ruder,@huggingface,. GitHub: https://github.com/dair-ai/nlp_newsletter … Medium:https://medium.com/dair-ai/nlp-newsletter-flax-thinc-language-specific-bert-models-meena-flyte-lasertagger-4f7da04a9060 …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Aman Arora proslijedio/la je Tweet
Never underestimate the bandwidth of a bored open source developer. Many developers, if given $100 of hardware, will happily provide $10,000 worth of free labour in their efforts to make it work.
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Aman Arora proslijedio/la je Tweet
I've updated the fast_template sample post to include examples of most of the markdown syntax you might need, and have added some handle js and css to automate stuff like image captions. Markdown: https://raw.githubusercontent.com/fastai/fast_template/master/_posts/2020-01-14-welcome.md … Result:https://fastai.github.io/fast_template/2020/01/14/welcome.html …
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Aman Arora proslijedio/la je Tweet
my friends & I routinely have “bracket nights” where we pick 16 of something (tonight it’s “types of chairs”) & argue about them until we crown a winner & there is something magnificent about watching grown ass adults lose it over whether a rocking chair or a recliner is better
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Aman Arora proslijedio/la je Tweet
Something I cant stop thinking about: With GitHub, MSFT bought direct access to all devs for ~$190 each ($7.5B/40m). Devs are currently the most undermonetized cohort relative to value created In an age where CAC is everything, this'll go down as 1 of cheapest acquisitions ever
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Aman Arora proslijedio/la je Tweet
So I trained a
#DeepLearning model to have the reading comprehension ability of a first grader. Try it out! https://littlealbert.now.sh Built using@huggingface,@GoogleAI ALBERT,@vuejs,@tiangolo#FastAPI#AI#MachineLearning#NLPHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Aman Arora proslijedio/la je Tweet
I've now added optional LaTeX equation support to this template. https://twitter.com/jeremyphoward/status/1217909025259442176 …pic.twitter.com/wOaAmas61x
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