Find.ms

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The Illustrated BERT, ELMo, and co. (How NLP Cracked Transfer Learning) https://jalammar.github.io/illustrated-bert/?fbclid=IwAR1tT0Z10N7fdAj0-PUYk-t3lylnUzjqYd_aRwPzYjCksM3Da3grXJ-sTyI

Discussions: Hacker News (98 points, 19 comments), Reddit r/MachineLearning (164 points, 20 comments) Translations: Chinese (Simplified), French 1, French 2, Japanese, Korean, Persian, Russian, Spanish 2021 Update: I created this brief and highly accessible video intro to BERT The year 2018

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A Visual Intro to NumPy and Data Representation https://jalammar.github.io/visual-numpy/?featured_on=pythonbytes

Discussions: Hacker News (366 points, 21 comments), Reddit r/MachineLearning (256 points, 18 comments) Translations: Chinese 1, Chinese 2, Japanese, Korean The NumPy package is the workhorse of data analysis, machine learning, and scientific computing in the python ecosystem. It vastly

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The Illustrated GPT-2 (Visualizing Transformer Language Models) https://jalammar.github.io/illustrated-gpt2/?spm=a2c6h.13046898.publish-article.67.78d16ffaU15kYI

Discussions: Hacker News (64 points, 3 comments), Reddit r/MachineLearning (219 points, 18 comments) Translations: Simplified Chinese, French, Korean, Russian, Turkish This year, we saw a dazzling application of machine learning. The OpenAI GPT-2 exhibited impressive ability of writing

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The Illustrated Transformer https://jalammar.github.io/illustrated-transformer/?ref=blogs.torus.ai

Discussions: Hacker News (65 points, 4 comments), Reddit r/MachineLearning (29 points, 3 comments) Translations: Arabic, Chinese (Simplified) 1, Chinese (Simplified) 2, French 1, French 2, Italian, Japanese, Korean, Persian, Russian, Spanish 1, Spanish 2, Vietnamese Watch: MIT’s Deep Learning

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The Illustrated Transformer https://jalammar.github.io/illustrated-transformer/?ref=ja.stateofaiguides.com

Discussions: Hacker News (65 points, 4 comments), Reddit r/MachineLearning (29 points, 3 comments) Translations: Arabic, Chinese (Simplified) 1, Chinese (Simplified) 2, French 1, French 2, Italian, Japanese, Korean, Persian, Russian, Spanish 1, Spanish 2, Vietnamese Watch: MIT’s Deep Learning

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The Illustrated Transformer https://jalammar.github.io/illustrated-transformer/?ref=pragmatic.ml

Discussions: Hacker News (65 points, 4 comments), Reddit r/MachineLearning (29 points, 3 comments) Translations: Arabic, Chinese (Simplified) 1, Chinese (Simplified) 2, French 1, French 2, Italian, Japanese, Korean, Persian, Russian, Spanish 1, Spanish 2, Vietnamese Watch: MIT’s Deep Learning

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The Illustrated Word2vec https://jalammar.github.io/illustrated-word2vec/?ref=kingigilbert.com

Discussions: Hacker News (347 points, 37 comments), Reddit r/MachineLearning (151 points, 19 comments) Translations: Chinese (Simplified), French, Korean, Portuguese, Russian “There is in all things a pattern that is part of our universe. It has symmetry, elegance, and grace - those qualities you

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The Illustrated Transformer https://jalammar.github.io/illustrated-transformer/?ref=edony.ink

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The Illustrated Transformer https://jalammar.github.io/illustrated-transformer/?ref=learnanythingonline.com

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The Illustrated Transformer https://jalammar.github.io/illustrated-transformer/?ref=blog.aiensured.com

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The Illustrated Transformer https://jalammar.github.io/illustrated-transformer/?ref=blog.lambdo.com

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The Illustrated Transformer https://jalammar.github.io/illustrated-transformer/?ref=reyesandres.com

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The Illustrated Transformer https://jalammar.github.io/illustrated-transformer/?ref=blog.getzep.com

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The Illustrated Transformer https://jalammar.github.io/illustrated-transformer/?ref=conjecture.dev

Discussions: Hacker News (65 points, 4 comments), Reddit r/MachineLearning (29 points, 3 comments) Translations: Arabic, Chinese (Simplified) 1, Chinese (Simplified) 2, French 1, French 2, Italian, Japanese, Korean, Persian, Russian, Spanish 1, Spanish 2, Vietnamese Watch: MIT’s Deep Learning