Dive into Deep learning (D2L.ai)

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Dive into Deep learning (D2L.ai)

Dive into Deep learning (D2L.ai)

@D2L_ai

Interactive deep learning book with multi-framework code, math, and discussions. @astonzhangAZ @zacharylipton @mli65 @smolix

Katılım Şubat 2020
13 Takip Edilen7.6K Takipçiler
Dive into Deep learning (D2L.ai) retweetledi
Aston Zhang
Aston Zhang@astonzhangAZ·
Thrilled that our 'Dive into Deep Learning' book, now published by Cambridge University Press, is the Top New Release on Amazon! To ensure accessibility and affordability, we, the authors, have waived our royalties. Plus, it's always available for free at D2L.ai
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Dive into Deep learning (D2L.ai) retweetledi
Aston Zhang
Aston Zhang@astonzhangAZ·
Our deep learning book goes 1.0 beta🎉 📕Forthcoming on Cambridge Univ Press (w @PyTorch) 🆕JAX implementation 🆕Reinforcement Learning 🆕Gaussian Processes 🆕Hyperparameter Optimization - Thank 500 contributors & 400 univs for choosing! - Free at D2L.ai (1/5)
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Dive into Deep learning (D2L.ai)
Dive into Deep learning (D2L.ai)@D2L_ai·
The deep learning field has been growing fast. Our D2L book just added topics on scalability of transformers and very recent large-scale pretraining methods: d2l.ai/chapter_attent… More updates are on the way 😃
Moein Shariatnia@MoeinShariatnia

It keeps getting #updated to latest #research in the field and it's a great resource to explore and further study the high impact research papers. As an example, here are some screenshots of the book where it introduces two great recently published papers #Imagen and #Parti.

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Dive into Deep learning (D2L.ai)
Dive into Deep learning (D2L.ai)@D2L_ai·
v1.0-alpha🎉 📚New topics on transformers for vision and large-scale pretraining, CNN design, generalization, etc ⚡️New API inspired by @PyTorchLightnin to streamline the presentation 🦥"Lazy" layers to simplify @PyTorch code 🈶zh/pt/tr/vi/ko/ja ongoing D2L.ai
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Dive into Deep learning (D2L.ai) retweetledi
elvis
elvis@omarsar0·
It's not the lack of resources that holds back people from getting started with deep learning. It's a combination of procrastination and lack of guidance. This is why my top recommendation is "Dive into Deep Learning". It gets you going right away! d2l.ai
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Rod Rivera
Rod Rivera@rodriveracom·
@D2L_ai What do you use as a CMS for the website? It is great for organizing technical content. Could you please share a reference or some pointers on how to recreate it?
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Dive into Deep learning (D2L.ai) retweetledi
Alex Smola
Alex Smola@smolix·
The d2l.ai chapter on Attention just got a lot more attention. d2l.ai/chapter_attent… now including Bahdanau attention, Watson Nadaraya, Self-attention and much more background. Just in time for school! Thanks @astonzhangAZ and everyone on the @D2L_ai team.
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Keşfet

@PyTorch @AmazonScience @paddlepaddle_ @Baidu_Inc @DavenCheung @mli65 @astonzhangAZ @zacharylipton