#nbdev — Public Fediverse posts

@mkennedy @talkpython The codecut episode made me wonder if #nbdev might be fun - i enjoy how it takes code from-the-field-to-the-plate: tests, modules, packaging, docs, website, version control... @jh https://nbdev.fast.ai/tutorials/tutorial.html

📑 Revolutionizing Web Content for #AI Consumption 🤖

🔍 #llmstxt proposes new web standard with `/llms.txt` files, making websites more accessible to #LLM systems while maintaining human readability

📋 Features implemented in projects like #FastHTML and supported by #nbdev:
• Standardized #markdown format for structured content delivery
• Clean, parseable documentation with `.md` extensions
• Complementary to existing standards like robots.txt and sitemap.xml

🛠️ Technical Implementation:
• #Python CLI tool and module available for parsing
• #JavaScript implementation for web integration
• Supports automated content processing and context generation

💡 Use Cases:
• Software documentation
• Corporate information
• Educational resources
• Portfolio websites
• E-commerce platforms

🔗 Learn more: https://llmstxt.org/

/ #software / #framework
🔍 #nbdev

🐱🔗 https://laravista.altervista.org/CatLink/links/257

#catlink #SoftwareFramework #Jupyter #notebook #Python

Tomorrow night, learn about #nbdev. Our speaker, Kevin Bird, is a contributor to the #FastAI community, and will show us how #jupyter notebooks could transform your development. This is a free event at the #Madison Public Library (Central Branch), & is open to all skill levels. There will be free pizza 🍕!

https://www.meetup.com/madison-python/events/296600229/

Stick around after, and join me in pressuring Kevin to leave the bird site and join us here in the fediverse 😆

#MadisonWI #UWMadison #Wisconsin #JupyterNotebooks

Tomorrow night, learn about #nbdev. Our speaker, Kevin Bird, is a contributor to the #FastAI community, and will show us how #jupyter notebooks could transform your development. This is a free event at the #Madison Public Library (Central Branch), & is open to all skill levels. There will be free pizza 🍕!

https://www.meetup.com/madison-python/events/296600229/

Stick around after, and join me in pressuring Kevin to leave the bird site and join us here in the fediverse 😆

#MadisonWI #UWMadison #Wisconsin #JupyterNotebooks

Tomorrow night, learn about #nbdev. Our speaker, Kevin Bird, is a contributor to the #FastAI community, and will show us how #jupyter notebooks could transform your development. This is a free event at the #Madison Public Library (Central Branch), & is open to all skill levels. There will be free pizza 🍕!

https://www.meetup.com/madison-python/events/296600229/

Stick around after, and join me in pressuring Kevin to leave the bird site and join us here in the fediverse 😆

#MadisonWI #UWMadison #Wisconsin #JupyterNotebooks

Tomorrow night, learn about #nbdev. Our speaker, Kevin Bird, is a contributor to the #FastAI community, and will show us how #jupyter notebooks could transform your development. This is a free event at the #Madison Public Library (Central Branch), & is open to all skill levels. There will be free pizza 🍕!

https://www.meetup.com/madison-python/events/296600229/

Stick around after, and join me in pressuring Kevin to leave the bird site and join us here in the fediverse 😆

#MadisonWI #UWMadison #Wisconsin #JupyterNotebooks

Tomorrow night, learn about #nbdev. Our speaker, Kevin Bird, is a contributor to the #FastAI community, and will show us how #jupyter notebooks could transform your development. This is a free event at the #Madison Public Library (Central Branch), & is open to all skill levels. There will be free pizza 🍕!

https://www.meetup.com/madison-python/events/296600229/

Stick around after, and join me in pressuring Kevin to leave the bird site and join us here in the fediverse 😆

#MadisonWI #UWMadison #Wisconsin #JupyterNotebooks

One week from tonight, join us to learn about #nbdev and the radically transformative power of development within #jupyter notebooks. Our speaker, Kevin Bird, is a contributor to the #FastAI community and expert on #MachineLearning and #LiterateProgramming. All skill levels, from total beginners to software experts, are welcome. The event, held at #Madison Public Library, is free and open to the public. Free pizza 🍕 and beverages 🥤!

https://www.meetup.com/madison-python/events/296600229/

#MadisonWI #UWMadison #Wisconsin

One week from tonight, join us to learn about #nbdev and the radically transformative power of development within #jupyter notebooks. Our speaker, Kevin Bird, is a contributor to the #FastAI community and expert on #MachineLearning and #LiterateProgramming. All skill levels, from total beginners to software experts, are welcome. The event, held at #Madison Public Library, is free and open to the public. Free pizza 🍕 and beverages 🥤!

https://www.meetup.com/madison-python/events/296600229/

#MadisonWI #UWMadison #Wisconsin

One week from tonight, join us to learn about #nbdev and the radically transformative power of development within #jupyter notebooks. Our speaker, Kevin Bird, is a contributor to the #FastAI community and expert on #MachineLearning and #LiterateProgramming. All skill levels, from total beginners to software experts, are welcome. The event, held at #Madison Public Library, is free and open to the public. Free pizza 🍕 and beverages 🥤!

https://www.meetup.com/madison-python/events/296600229/

#MadisonWI #UWMadison #Wisconsin

One week from tonight, join us to learn about #nbdev and the radically transformative power of development within #jupyter notebooks. Our speaker, Kevin Bird, is a contributor to the #FastAI community and expert on #MachineLearning and #LiterateProgramming. All skill levels, from total beginners to software experts, are welcome. The event, held at #Madison Public Library, is free and open to the public. Free pizza 🍕 and beverages 🥤!

https://www.meetup.com/madison-python/events/296600229/

#MadisonWI #UWMadison #Wisconsin

One week from tonight, join us to learn about #nbdev and the radically transformative power of development within #jupyter notebooks. Our speaker, Kevin Bird, is a contributor to the #FastAI community and expert on #MachineLearning and #LiterateProgramming. All skill levels, from total beginners to software experts, are welcome. The event, held at #Madison Public Library, is free and open to the public. Free pizza 🍕 and beverages 🥤!

https://www.meetup.com/madison-python/events/296600229/

#MadisonWI #UWMadison #Wisconsin

Just announced: "Python Development Reimagined: The Power of nbdev and Jupyter Notebooks"

Next month, come learn about nbdev, elevate #Jupyter notebooks in your development process, and make your coding life easier. This will be a great talk with something for #python newbies & pros alike.

Our speaker, Kevin Bird, is a data scientist & OSS contributor to #fastai & #nbdev

https://www.meetup.com/madison-python/events/296600229/

#Madison #MadisonWI #UWMadison

PS: Looking for sponsors for pizza & beverages. Please reach out!

Just announced: "Python Development Reimagined: The Power of nbdev and Jupyter Notebooks"

Next month, come learn about nbdev, elevate #Jupyter notebooks in your development process, and make your coding life easier. This will be a great talk with something for #python newbies & pros alike.

Our speaker, Kevin Bird, is a data scientist & OSS contributor to #fastai & #nbdev

https://www.meetup.com/madison-python/events/296600229/

#Madison #MadisonWI #UWMadison

PS: Looking for sponsors for pizza & beverages. Please reach out!

Just announced: "Python Development Reimagined: The Power of nbdev and Jupyter Notebooks"

Next month, come learn about nbdev, elevate #Jupyter notebooks in your development process, and make your coding life easier. This will be a great talk with something for #python newbies & pros alike.

Our speaker, Kevin Bird, is a data scientist & OSS contributor to #fastai & #nbdev

https://www.meetup.com/madison-python/events/296600229/

#Madison #MadisonWI #UWMadison

PS: Looking for sponsors for pizza & beverages. Please reach out!

Just announced: "Python Development Reimagined: The Power of nbdev and Jupyter Notebooks"

Next month, come learn about nbdev, elevate #Jupyter notebooks in your development process, and make your coding life easier. This will be a great talk with something for #python newbies & pros alike.

Our speaker, Kevin Bird, is a data scientist & OSS contributor to #fastai & #nbdev

https://www.meetup.com/madison-python/events/296600229/

#Madison #MadisonWI #UWMadison

PS: Looking for sponsors for pizza & beverages. Please reach out!

Just announced: "Python Development Reimagined: The Power of nbdev and Jupyter Notebooks"

Next month, come learn about nbdev, elevate #Jupyter notebooks in your development process, and make your coding life easier. This will be a great talk with something for #python newbies & pros alike.

Our speaker, Kevin Bird, is a data scientist & OSS contributor to #fastai & #nbdev

https://www.meetup.com/madison-python/events/296600229/

#Madison #MadisonWI #UWMadison

PS: Looking for sponsors for pizza & beverages. Please reach out!

So #nbdev seems like exactly where I need to go next with my research notebooks.

I have exactly the issues #nbdev seems to solve:

1. I write notebooks, but my colleagues need to also run the code I write in an operational environment (nbdev keeps jpyter notebooks and python modules versions of the code in sync).

2. I don't know how to (py)test my notebooks, thus I don't (nbdev extracts the tests from the notebook and make them run as github actions).

Anyone here using #nbdev for #python #notebook (+ test, doc, deployment) ?

https://nbdev.fast.ai/

@kryptec I am looking for experiences in combining #python and #r scripts and #latex paper writing with #quarto. Do you think #nbdev is useful for this?

I'd like #nbdev to create better #meta.yaml files for #conda packaging, and have patched the relevant function. But maybe we even get the chance to add #grayskull to the function. Express your opinion here: https://github.com/fastai/nbdev/issues/1232

@benjaminwarner ooh thanks two of my favorite projects #mkdocs is so useful. We r about to use #nbdev for real production shortly.

wotcha @geomob folks, I'd love to give my new data mountains talk for your meetup; it features danny dorling, james cheshire, tolkien, the new census, the return of fosdem, joyful literate programming with #nbdev, and a dash of salacious gossip... enjoying compiling a fun collection of statistical maps to interpret https://fosdem.org/2023/schedule/event/data_mountains/

data_mountains is open - what started as an attempt at a geospatial ridgeline plot ended up as a middle-earth lookalike

it turns data values associated with geospatial points into data mountains

enjoyed using #nbdev to make a package out of jupyter notebooks!

https://pypi.org/project/data-mountains/

all caught up! 😅 with #adventofcode

a python implementation with docs and tests with #quarto #pytest and #nbdev

**spoiler alert** : don't look at the exercises if you don't want to see the answers.

https://butchland.github.io/butchland_aoc2022/

#nbdev if you rearrange the sidebar, specifically with new sub-sections, don’t forget to delete the _docs folder and call nbdev_docs, because the structure is cached.

Excited to share one of my #opensource work #projects : Geowrangler -- a #python package for wrangling geospatial datasets.

Powered by #geopandas #rasterstats and other #geo libraries
Built with and documented by #jupyter and #Nbdev

blog post:
https://stories.thinkingmachin.es/geowrangler-goes-live/
docs:
https://geowrangler.thinkingmachin.es
repo:
https://github.com/thinkingmachines/geowrangler

love to be part of a team building #opensource and #OpensourceScience tools for social development!

I'd like to present the ❤️Lovely Tensors library.

Effortlessly summarize and visualise #PyTorch tensors in #Jupyter (or VScode) notebooks. Built with #nbdev, which deserves a special shoutout <3.

https://github.com/xl0/lovely-tensors

#JAX and #NumPy versions coming in the near future.

@claforte that's great advice! Glad to know others are using this in production, it's such a great tool. #nbdev #fastai

@eddiekirkland add a command to export all notebooks at the end of each of your notebooks. (It's probably in the docs.) Then train yourself to always run the whole notebook once you feel you're done with your task. That way unit tests will run as well. We have a big project at AMD that uses nbdev that way. #nbdev #fastai

So far, I really enjoy working with #nbdev to automatically compile python files from .ipynb, but I ALWAYS forget to run "nbdev_export" when I make changes to notebook files, so the .py files stay unchanged. Leaves me stumped every. single. time.

#TIL Text can be hidden in specific formats in
#Quarto

So you can add markdown notes & to-do's in your #nbdev #python library notebooks for developers only that won't be included in your docs site 🤯

Link to nbdev by
#FastAI
: https://nbdev.fast.ai

Link to #Quarto docs features: https://quarto.org/docs/authoring/conditional.html#content-hidden