fastbook
fastpages
| fastbook | fastpages | |
|---|---|---|
| 23 | 8 | |
| 20,816 | 3,418 | |
| 1.4% | - | |
| 3.5 | 4.3 | |
| about 1 month ago | over 1 year ago | |
| Jupyter Notebook | Jupyter Notebook | |
| GNU General Public License v3.0 or later | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
fastbook
- The fastai book, published as Jupyter Notebooks
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fast.ai Book in Rust - Chapter 2 - Part 1
This chapter focuses on defining the DataLoader classes and a Bing Image Search downloader that is provided with the fastai library. We're not going to implement a Bing downloader. That is too much work for something that could be a crate on its own. Please feel free to write such a crate, though, the world could use one.
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Fastai Chapter 4 - The important parts, Part 2: Building a regression model
The book is available online here The course is accessible here
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Need help trying to run Fastai notebooks on kaggle.
Fastai Lesson 2 notebook
- Fast.ai's Practical Deep Learning for Coders Has Been Updated
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How can i as 15 years old start learning machine learning, i watched some python courses on youtube but it covered the basics and I want to go more in depth. Are there any books, online courses, etc.. I cant really pay for anything so no paid courses. Thank you
I recently read the FastAI book from O'Reilly, which is also published as a series of notebooks on GitHub here. I personally liked it because it shows how to obtain a working model trained with modern techniques without delving too much in the low-level details.
- [D] Recommendation of books to achieve a deeper knowledge of the field
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I recently got a bit of money from my grandparents to get myself a present and I wanted to get a good Python book. Which book would you recommend?
I recommend fastai-fastbook. I just started myself though it’s a coupled with tools and a way of working that may help you including being and to create and publish python packages from a jupyter notebook using nbdev
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“Perceptron” paved the way for AI 60 years too soon (2019)
The fastai book actually makes a nice comparison between the systems described in PDP and modern deep learning.
> In fact, 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...
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Starting a career as a Python developer
I’m a fan of fast book by fastai.
fastpages
- [P] I Made An Easy-To-Use Python Package That Creates Beautiful Html Reports From Jupyter Notebooks
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[D] What do you use to make your blog/personal websites?
I use FastPages by fastai community: https://fastpages.fast.ai/ It's similar to Markdown in terms of writing the blog and you can even convert your Jupyter Notebook to a blog page directly.
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Ask HN: Share Your Personal Site
My blog isn't all that amazing visually, but I'll use this to recommend fast pages. If you know a bit of coding and your goal is to write and not tinker, it's the perfect tool.
[1] www.adithyabalaji.com
[2] https://github.com/fastai/fastpages
- Utterances – a lightweight comments widget built on GitHub issues
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A personal website portfolio - yay or nay?
Fastpage blog
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Show HN: Render Jupyter notebooks as interactive articles with Deepnote
Thanks for mentioning nbdev (which as mentioned works well with DeepNote).
FYI, the blog post you linked to is a bit out of date - we have something much better for blogging with jupyter notebooks nowadays, which is fastpages: https://fastpages.fast.ai/ . It's compatible with the same annotations used in nbdev.
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Ask HN: Convert Jupyter Notebook into Static Site Blog Post?
Have you looked into https://github.com/fastai/fastpages
From the readme:
>An easy to use blogging platform, with support for Jupyter notebooks, Word docs, and Markdown.
There's also that: https://www.scottcondron.com/jupyter/blogging/visualisation/...
Found by searching for "jupyter notebook to blog"
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Simple website framework to show data science work
Try fastpages from fastai. You can create blogs from your notebook https://github.com/fastai/fastpages
What are some alternatives?
fastai - The fastai deep learning library
pydna - Clone with Python! Data structures for double stranded DNA & simulation of homologous recombination, Gibson assembly, cut & paste cloning.
CLIP - CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
gitlab
Franklin.jl - (yet another) static site generator. Simple, customisable, fast, maths with KaTeX, code evaluation, optional pre-rendering, in Julia.
utterances - :crystal_ball: A lightweight comments widget built on GitHub issues
car-damage-detection - Detectron2 for car damage detection using custom dataset
BestPractices - Things that you should (and should not) do in your Materials Informatics research.
Hands-On-Deep-Learning-Algorithms-with-Python - Hands-On Deep Learning Algorithms with Python, By Packt
git-bug - Distributed, offline-first bug tracker embedded in git, with bridges
articulated-animation - Code for Motion Representations for Articulated Animation paper
gutenberg - A fast static site generator in a single binary with everything built-in. https://www.getzola.org