kotlindl
htmx
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kotlindl | htmx | |
---|---|---|
16 | 562 | |
1,391 | 31,657 | |
1.9% | 9.5% | |
5.7 | 9.6 | |
6 months ago | about 11 hours ago | |
Kotlin | 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.
kotlindl
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Kotlin Deep Learning Android app - Working
This is a really nice sample app (works out of the box) that Jetbrains have made to showcase the capabilities of this Kotlin Deep Learning library https://github.com/Kotlin/kotlindl
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What libraries do you use for machine learning and data visualizing in scala?
There are Java bindings for TensorFlow, but that's quite low level. I tried to see if I can get some Keras API for Scala, but I'm no expert and haven't had enough time to invest in this, so it's stuck in alpha. Maybe I develop it slow burning over the next year. A bit envious that Kotlin has a Keras-like library.
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KotlinDL 0.3 Is Out With ONNX Integration, Object Detection API, 20+ New Models in ModelHub, and Many New Layers
Could you please add an issue with your use-case and proposed solution? Or write here more details. Do you need just serialization to objects in memory? or just in bytes?
Introducing version 0.3 of our deep learning library, KotlinDL.
The answer to the second question (from the GitHub page):
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Machine Learning in Kotlin (Question)
I'm not in Machine Learning but maybe KotlinDL ?
While KotlinDL seems to be a good solution by Jetbrains, I would personally stick to Java frameworks like DL4J for a better community support and likely more features.
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Numpy for kotlin
For deep learning this is your best bet: https://github.com/jetbrains/kotlindl
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Kotlin Team AMA #3: Ask Us Anything
Please, visit our tutorials and examples for KotlinDL. It covers all possible use-cases for AI implementation at this moment.
Regarding AI: currently, you implement neural networks for solving classification and regression tasks for tabular data, or in Computer Vision with Kotlin Deep Learning Library (KotlinDL).
htmx
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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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🤓 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
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Go + Hypermedia - A Learning Journey (Part 1)
I've been digging into HTMX lately (using Python web frameworks) and find the concepts and approach to be interesting and promising. The idea of hypermedia driven systems over the current practice of JavaScript based frameworks (I never really got into React, played with Vue, and enjoy Svelte/SvelteKit) and the ability to chose your language/framework for the backend while primarily leveraging HTML/CSS on the frontend just seems refreshing.
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Htmx become 0 clause BSD-licensed
Apparently it changed from 2-clause BSD: https://github.com/bigskysoftware/htmx/commit/e16f1865a494b6...
(The zero clause license drops the requirements for preserving the copyright notice when distributing)
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Web frameworks we are most excited for in 2024
It would be a sin not to start with something that prides itself on being the front-end library of peace. HTMX skyrocketed in popularity in 2023, gaining most of its GitHub stars during the past year. HTMX is not your average JS framework. If you work in HTMX, you will spend most of your time in the world of hypermedia, looking at web development from a completely different pair of eyes as compared to our usual JS-heavy outlook on modern web development. HTMX leverages the power of the concept of HATEOAS (Hypermedia as the Engine of Application State), enabling developers to access browser features directly from HTML, instead of using Javascript.
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The Front-End Development we’re used to is dying
htmx - high power tools for html
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Use PostgREST and HTMX to Build RESTful APIs from PostgreSQL Databases
PostgREST is a standalone web server that turns your PostgreSQL database into a RESTful API using the database's structural constraints and permissions to define the API's endpoints and operations. In this tutorial, you will create a simple note-taking app by leveraging PostgREST to construct a RESTful API for the app and using htmx to deliver HTML content.
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VueJS turns 10 years old
Vue with Vite (the builder/runner) is a stable, open source option. It is really a lightweight start where you're mostly writing HTML with interpolated data, and Vue is updating values correctly and performantly. Just build your reactive HTML app in one file and break into separate components as you're feeling the spirit. https://vuejs.org/guide/quick-start
Mithril if you just want to drop in want a tiny, complete reactive library that doesn't require a build step--this one is most like what you might end up creating in a large jQuery app. You can understand everything from the homepage. https://mithril.js.org/
HTMX if you really like HTML conventions. This doesn't feel jQuery-like and depends on your approach to your server app. https://htmx.org/
What are some alternatives?
Alpine.js - A rugged, minimal framework for composing JavaScript behavior in your markup.
Vue.js - This is the repo for Vue 2. For Vue 3, go to https://github.com/vuejs/core
astro - The web framework for content-driven websites. ⭐️ Star to support our work!
react-snap - 👻 Zero-configuration framework-agnostic static prerendering for SPAs
unpoly - Unobtrusive Javascript Framework for server-side applications
django-unicorn - The magical reactive component framework for Django ✨
SvelteKit - web development, streamlined
lit - Lit is a simple library for building fast, lightweight web components.
hotwire-rails - Use Hotwire in your Ruby on Rails app
Svelte - Cybernetically enhanced web apps
inertia-laravel - The Laravel adapter for Inertia.js.
phoenix_live_view - Rich, real-time user experiences with server-rendered HTML