nbdev
htmx
nbdev | htmx | |
---|---|---|
45 | 568 | |
4,744 | 32,837 | |
0.6% | 3.6% | |
6.5 | 9.6 | |
8 days ago | 7 days ago | |
Jupyter Notebook | JavaScript | |
Apache License 2.0 | GNU General Public License v3.0 or later |
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.
nbdev
- The Jupyter+Git problem is now solved
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What is literate programming used for?
One example I've seen is ML/DL folks using jupyter notebooks to develop DL libraries in jupyter notebooks, see https://github.com/fastai/nbdev
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GitHub Accelerator: our first cohort and what's next
- https://github.com/fastai/nbdev: Increase developer productivity by 10x with a new exploratory programming workflow.
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Startups are in first batch of GitHub OS Accelerator
9. Nbdev: Boost developer productivity with an exploratory programming workflow - https://nbdev.fast.ai/
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Start learning python for a Statistician with SAS experience and little R experience
See if you like nbdev way of working with data through python and jupyter. nbdev is an optional part that will create python packages from jupyter notebooks. Also even the simple tutorials are opinionated and will guide you to unit test your code and write CICD pipelines.
- FastKafka - free open source python lib for building Kafka-based services
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isn't this just too much for a take home assignment?
You probably don’t have time for this for the purposes of your task, but I will also throw in the recommendation of nbdev especially if you’re a Python person. I haven’t had a project to use it on yet, but I’ve gone through the docs and the walkthrough and it seems like a great framework for starting potential projects with all the infrastructure needed for if/when they eventually get big and need all the packaging and stuff
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Any experience dealing with a non-technical manager?
nbdev: jupyter notebooks -> python package
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Resources to bridge the gap between jupyter notebooks and regular python development
Take a look at https://github.com/fastai/nbdev - haven't used it but supposedly the whole if fast.ai library was written that way. It sounds like a natural direction in your scenario - allowing your to keep working in a familiar environment and still producing production ready code (will, at least in paper 😅)
- Rant: Jupyter notebooks are trash.
htmx
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Hanami and HTMX - progress bar
Hi there! I want to show off a little feature I made using hanami, htmx and a little bit of redis + sidekiq.
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Migrating Next.js App to GO + Templ & HTMX
Recently, I just rewrite one of my application Stashbin from Next.js to GO. Though my main motivation of this migration was to learn GO and experimenting with HTMX. I also aiming to reduce the resource usage of my application and simplify the deployment process. Initially, Stashbin codebase are split into two seperate repository, one for the frontend that uses Next.js and another for the backend that already uses GO. The backend repository is just a REST API responsible for storing and retreiving data from the database.
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🕸️ Web development trends we will see in 2024 👀
HTMX is another library that gained popularity due to its server-first approach to rendering data, although seeking a much simpler way of appealing to developers.
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Reusable Input Datalist
When I work with HTMX I need isolated component that can be reusable a form. So I create a PHP Function that generate the Input Datalist.
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HTMZ inspired form subission
I was inspired by htmz (which was in turn inspired by htmx) and how the author got pretty close to a basic htmx-like experience just using an iframe. I wanted to push it a little further so whipped this demo together. My submission demonstrates progressive enhancement for the form - with js enabled the request targets an iframe that is inserted into the dom, meaning the page doesn't actually navigate (similar to event.preventDefault()). The iframe receives the html response from the request and on load triggers a function to swap out it's contents into the main page.
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Example Java Application with Embedded Jetty and a htmx Website
As described on htmx.org: "htmx gives you access to AJAX, CSS Transitions, WebSockets and Server Sent Events directly in HTML, using attributes, so you can build modern user interfaces with the simplicity and power of hypertext"
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Show HN: ZakuChess, an open source web game built with Django, Htmx and Tailwind
Apart from the source code itself, the repo's README also gives a bit more details about the various packages I used.
1. htmx: https://htmx.org/
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Show HN: Alpine Ajax – If Htmx and Alpine.js Had a Baby
Also, there’s some response header juggling you have to do when submitting forms that have a validation step before redirecting: https://github.com/bigskysoftware/htmx/issues/369
I’ve tried to iron out any footguns or server requirements I’ve bumped into while using HTMX & Hotwire in my projects.
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🤓 My top 3 Go packages that I wish I'd known about earlier
✨ In recent months, I have been developing web projects using GOTTHA stack: Go + Templ + Tailwind CSS + htmx + Alpine.js. As soon as I'm ready to talk about all the subtleties and pitfalls, I'll post it on my social networks.
- FLaNK Stack 26 February 2024
What are some alternatives?
papermill - 📚 Parameterize, execute, and analyze notebooks
Alpine.js - A rugged, minimal framework for composing JavaScript behavior in your markup.
ploomber - The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️
Vue.js - This is the repo for Vue 2. For Vue 3, go to https://github.com/vuejs/core
dbt - dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications. [Moved to: https://github.com/dbt-labs/dbt-core]
astro - The web framework for content-driven websites. ⭐️ Star to support our work!
jupytext - Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts
unpoly - Progressive enhancement for HTML
rr - Record and Replay Framework
react-snap - 👻 Zero-configuration framework-agnostic static prerendering for SPAs
Jupyter-PowerShell - Jupyter Kernel for PowerShell
django-unicorn - The magical reactive component framework for Django ✨