fastai/fastbook
View on GitHub ↗ ★ 25,446 Jupyter Notebook
The fastai book, published as Jupyter Notebooks
20 mentions on Hacker News by 16 people: 4 stories, 16 comments · first 2020-02-28 · latest 2024-01-18
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The FastAI lessons on tabular data are highly relevant here. https://github.com/fastai/fastbook/blob/master/09_tabular.ip... https://docs.fast.ai/tutorial.tabular.html https://docs.fast.ai/tabular.model.html
comment by nl · 2023-11-29 · in Relational Deep Learning: Graph representation learning on relational databases [pdf] -
…series of videos [3] on the topic. [1] https://www.youtube.com/watch?v=hBBOjCiFcuo&t=1932s [2] https://github.com/fastai/fastbook/blob/master/04_mnist_basi... [3] https://www.youtube.com/watch?v=aircAruvnKk * I've been messing around with…
comment by ianbutler · 2023-02-09 · in A GPT in 60 Lines of NumPy -
…in the fast.ai course is a bear detector that also can detect if it is a real bear or a teddy bear https://github.com/fastai/fastbook/blob/master/02_production...
comment by rypskar · 2022-09-13 · in Is bin-opening in cockatoos leading to an innovation arms race with humans? -
Link to book (read online): https://course.fast.ai/Resources/book.html https://github.com/fastai/fastbook
comment by adam12 · 2022-09-10 · in Ask HN: Which books do you consider real gems in your field of work/study? -
…"Deep Learning for Coders with Fastai and Pytorch: AI Applications Without a PhD" (2020) https://github.com/fastai/fastbook There's also a new nbdev; nbdev v2: https://github.com/fastai/nbdev and nbdev-template to start new projects with:…
comment by westurner · 2022-08-26 · in Fast.ai's Practical Deep Learning for Coders Has Been Updated -
…the approach laid out in PDP is very similar to the approach used in today's neural networks. From: https://github.com/fastai/fastbook/blob/master/01_intro.ipyn...
comment by tmabraham · 2022-02-07 · in Frank Rosenblatt's perceptron paved the way for AI 60 years too soon (2019) -
…(train models and use them) with Jupyter notebooks. They also have a book whose notebooks are here: https://github.com/fastai/fastbook If you have some maths background (high-school, or first year university), check out Stanford's CS229…
comment by Jugurtha · 2021-06-15 · in Ask HN: Easy way to incorporate machine learning into a project -
I used fastai book: https://github.com/fastai/fastbook It also exists as hardcover
comment by malka · 2021-03-22 · in Dataflowr – Deep Learning DIY -
…decided to use fixtures). - [0]: https://github.com/fastai/nbdev - [1]: https://www.fast.ai/ - [2]: https://github.com/fastai/fastbook - [3]: https://iko.ai - [4]: https://iko.ai/docs/notebook/#long-running-notebooks - [5]:…
comment by Jugurtha · 2020-12-05 · in A notebook-free notebook or Jupyter dev env for coders -
…is the nb->asciidoc convertor: https://github.com/fastai/fastdoc These are the source notebooks: https://github.com/fastai/fastbook/
comment by jph00 · 2020-10-21 · in Asciidoctor -
…that said: fast.ai also released a draft of the book available here (including the notebooks) https://github.com/fastai/fastbook edit: if you can afford it, getting the book is a great way to support the authors
comment by tosh · 2020-08-21 · in Fast.ai releases new deep learning course, libraries, and book -
…of the material, so you might that a more focused approach if that's what you're looking for: https://github.com/fastai/fastbook/blob/master/03_ethics.ipy...
comment by jph00 · 2020-08-19 · in Practical Data Ethics -
…of a textbook as a collection of Jupyter notebooks may be the Deep Learning for Coders book: https://github.com/fastai/fastbook
comment by tmabraham · 2020-08-12 · in Python Textbook as a Jupyter Notebook -
…the helm of the company. It was one of the engineers, James Liang, who just did what he was told. https://github.com/fastai/fastbook/blob/master/03_ethics.ipy...
comment by tosh · 2020-08-09 · in Former VW Executive Is Arrested in Croatia in Emissions Case -
…book, and I think that the epub is already out and the have the draft at github publicly available https://github.com/fastai/fastbook
comment by chudi · 2020-07-17 · in Ask HN: What's the best way to start learning about / playing with GPT-3 and AI? -
…Polish does not work this way. Source: I am Polish. Perhaps jph00 meant Turkish. Issue filed. [1] https://github.com/fastai/fastbook/blob/master/10_nlp.ipynb
comment by mci · 2020-02-29 · in Draft of the Fast.ai Book