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Mohamed Magdy Gharib proslijedio/la je Tweet
Through this great story from James Briggs, a computational physicist turned data scientist, I came across his totally amazing deep learning notes, which are some of the best I've seen: http://jimypbr.github.io/2019/09/fast-ai-lesson-6-notes …pic.twitter.com/gzvmCrJpXr
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Mohamed Magdy Gharib proslijedio/la je Tweet
On Tuesday, in my class, we have learnt that all a neural net does is stretching / contracting the space fabric. For example this 3-layer net (1 hidden layer of 100 positive neurons) gets its 5D logits (2D projections) linearly separable by the classifier hyperplanes (lines).pic.twitter.com/PzVLDxBTNq
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Mohamed Magdy Gharib proslijedio/la je Tweet
دعوة للنشر والمشاركة في الورشة الدولية الرابعة للمدونات العربية وأدواتها (OSACT4) وبها مسابقة "اكتشاف تغريدات بالعربية تحث على الكراهية" موعد التسليم *25 فبراير* يشارك في تنظيمها
@hend_alkhalifa@walid_magdy@kareem2darwish@Hamdy_Mubarak التفاصيل: http://edinburghnlp.inf.ed.ac.uk/workshops/OSACT4/ …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Mohamed Magdy Gharib proslijedio/la je Tweet
The 4th Workshop on Open-Source Arabic Corpora and Processing Tools (
#OSACT4) to be held with@lrec2020. We organise a task on Arabic hate-speech detection within our workshop. Submisssion deadline: 25th Feb 2020#ArabicNLP Details here: http://edinburghnlp.inf.ed.ac.uk/workshops/OSACT4/ …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Mohamed Magdy Gharib proslijedio/la je Tweet
I love hearing about results like this. When I saw
@rsomani95's brilliant work on AI-powered movie shot analysis last year I was blown away. I had no idea he'd started coding just in Aug 2018! Now he's a DL practitioner working in this space. Inspiring. https://rsomani95.github.io/ai-film-1.html pic.twitter.com/JHg9Y9n2F7
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Mohamed Magdy Gharib proslijedio/la je Tweet
Interesting to hear of folks getting better results from ULMFiT / AWD-LSTM and fastai2 vs BERT/transformer based models. Anyone else tried comparing these? cc
@Smerity@seb_ruder https://forums.fast.ai/t/fastai-v2-chat/53518/638 …pic.twitter.com/gGXwyiR8Cb
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Mohamed Magdy Gharib proslijedio/la je Tweet
Huge contribution to fast_template from
@HamelHusain: you can now write your blog posts in Word or Google Docs (including images), put them in the _word folder, and they'll appear in your blog! Nothing to install. No code to write. No ads. And its free.https://github.com/fastai/fast_template/blob/master/_word/README.md …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Mohamed Magdy Gharib proslijedio/la je Tweet
Kornia is a GPU accelerated computer vision library for
@PyTorch. Link: https://torchgeometry.readthedocs.io/en/latest/ https://twitter.com/kornia_foss/status/1221862537953714176 …
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Mohamed Magdy Gharib proslijedio/la je Tweet
“letting the model learn how to process time series data on its own is a more promising solution when dealing with unstructured noisy data” — Vasilis Stylianou, PhDhttps://blog.usejournal.com/deep-learning-for-time-series-classification-inceptiontime-245703f422db …
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Mohamed Magdy Gharib proslijedio/la je Tweet
Honestly, the question is not, and has never been, "can machine learning replace radiologists/etc" (which won't happen in the foreseeable future). The question is, how can radiology/etc utilize ML to improve outcomes, decrease the cost of care, and broaden accessibility.
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Mohamed Magdy Gharib proslijedio/la je Tweet
Very cool - a high school junior built a state of the art classifier for classifying cardiac arrhythmias with fastai and
@PyTorch and got into an international science fair! https://forums.fast.ai/t/free-web-deployment/62333 …pic.twitter.com/0nfGHmtPoG
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Mohamed Magdy Gharib proslijedio/la je Tweet
I've just finished a 4 part series on hosting your own blog; no coding, ads, paywalls, or fees. You can write in an online editor, MS Word, or Google Docs (including images). If you haven't started blogging yet, perhaps this will help you get started!
https://www.fast.ai/2020/01/20/blog_overview/ …Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Mohamed Magdy Gharib proslijedio/la je Tweet
Just launched http://www.scottcondron.com using this! It was seamless and I did it mostly from my phone. Having seen all the magic that is voila with jupyter notebooks + widgets + nbdev, I'm thinking a jupyter-based blog is the next step!
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Mohamed Magdy Gharib proslijedio/la je Tweet
I did a deep-dive into
@GitHub Pages, and found it's possible to create a *really* easy way to host your own blog: no code, no terminal, no template syntax. I made "fast_template" to pull this together, & a guide showing beginners how to get blogginghttps://www.fast.ai/2020/01/16/fast_template/ …Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Mohamed Magdy Gharib proslijedio/la je Tweet
It's also a great, gentle intro to the world of git. In a future post I'll show how to use git to work on your blog locally. This tool is designed for folks who are new to coding. I'd love your help getting the word out about this to them! :)
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Mohamed Magdy Gharib proslijedio/la je Tweet
torchtext v0.5: improved data API, unsupervised text tokenization - bindings for SentencePiece - New: enwiki9, revisions to PennTreebank, WikiText103, WikiText2, IMDb (looking for feedback) Release Notes:https://github.com/pytorch/text/releases/tag/0.5.0 …
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Mohamed Magdy Gharib proslijedio/la je Tweet
Stunning results in genomics using language model pretraining! https://twitter.com/rbhar90/status/1217285835780841472 …pic.twitter.com/Ejj4z019nO
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Mohamed Magdy Gharib proslijedio/la je Tweet
Don't just teach your students to read. • Teach them to question what they read, what they study. • Teach them to doubt. • Teach them to think. • Teach them to make mistakes and learn from them. • Teach them how to understand something.pic.twitter.com/eNN8fKAS0C
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Mohamed Magdy Gharib proslijedio/la je Tweet
Since the popularity of nbdev (http://nbdev.fast.ai/ ) is kinda taking off now (yay!) we've created a dedicated forum category for discussing it.https://forums.fast.ai/c/fastai-users/nbdev …
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Mohamed Magdy Gharib proslijedio/la je Tweet
This is an absolutely first-class article with a much clearer explanation of the joy of developing with
@ProjectJupyter and nbdev then I've ever managed! :)https://twitter.com/20treeAI/status/1217466251414593536 …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi
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