Agents.jl
htmx
Agents.jl | htmx | |
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13 | 566 | |
691 | 32,837 | |
1.6% | 3.6% | |
8.8 | 9.6 | |
6 days ago | 4 days ago | |
Julia | JavaScript | |
MIT License | GNU General Public License v3.0 or later |
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Agents.jl
- Ask HN: I just want to have fun programming again
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[P] Stochastic Differentiable Programming: Unbiased Automatic Differentiation for Discrete Stochastic Programs (such as particle filters, agent-based models, and more!)
We mean the standard "agent based model" https://www.pnas.org/doi/10.1073/pnas.082080899, https://en.wikipedia.org/wiki/Agent-based_model . The kind of thing you'd use Agents.jl for. For example, look at agent-based infection models. In these kind of models you create many individuals (agents) with rules. Each agent moves around, but if one is standing near an agent that is infected, there's a probability of infecting the nearby agent. What is the average percentage of infected people at time t?
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What are the Netlogo competitors?
Jullia has packages too.
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Julia ♥ Agent Based Modeling #2: Work, Eat, Trade, Repeat
Agent-based modeling looks like an interesting topic, something ripe for fun little side projects. The short (three paragraph) "Crash course on agent based modeling" [1] from the package docs gave me an idea of why ABM is useful, and scrolling through the example model [2] kinda answers what conveniences the package gives me over implementing the simulation myself.
Has anyone here used ABM for a serious project? Fields like economics and sociology are mentioned, but how prevalent is Agent based modeling in those fields in practice?
[1] https://juliadynamics.github.io/Agents.jl/stable/#Crash-cour...
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Tetris game as Agent-Based modeling: maximizing density
Are the pieces the agents? I would recommend looking at Collaborative Diffusion for some examples of combining agent-based techniques with game modeling. As for frameworks, check out agentpy or Agents.jl for alternatives that are moreso software libraries that presume knowledge of programming.
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What framework would you recommend to build a Tetris game AI using reinforcement learning?
I has a look to Julia too. There are nice tools build by JuliaDynamics. I.e. Agents.jl for agent based modeling. It handles collisions. There is also a framework for reinforcement learning. Also for Genetic Algorithms. Then I found a set of libraries related to Geometry. But it seems to be a lot of work to put that together for my use case.
- What would you like to see in a complex systems modeling software platform?
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Transition from R Tidyverse to Julia (VS Code)
For agent based modelling, you've come to the right place because Agents.jl is great! It has a way to get interactive visualisations from your models, although I haven't used it myself. See this year's JuliaCon talk about Agents.jl to get an idea of what it can do.
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Agent Based Simulation
I'm always happy to find you have documentation ;). The doc from https://github.com/JuliaDynamics/Agents.jl was pretty helpful to a noob like me.
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"No backend available" error when using InteractiveDynamics
Here is the issue. Someone already commented saying it's due to a change in InteractiveDynamics.jl and referenced a pull request. I guess all we need to do is wait.
htmx
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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
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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)
What are some alternatives?
Molly.jl - Molecular simulation in Julia
Alpine.js - A rugged, minimal framework for composing JavaScript behavior in your markup.
mesa - Mesa is an open-source Python library for agent-based modeling, ideal for simulating complex systems and exploring emergent behaviors.
Vue.js - This is the repo for Vue 2. For Vue 3, go to https://github.com/vuejs/core
LanguageServer.jl - An implementation of the Microsoft Language Server Protocol for the Julia language.
astro - The web framework for content-driven websites. ⭐️ Star to support our work!
NetLogo - turtles, patches, and links for kids, teachers, and scientists
unpoly - Progressive enhancement for HTML
Chain.jl - A Julia package for piping a value through a series of transformation expressions using a more convenient syntax than Julia's native piping functionality.
react-snap - 👻 Zero-configuration framework-agnostic static prerendering for SPAs
ReinforcementLearning.jl - A reinforcement learning package for Julia
django-unicorn - The magical reactive component framework for Django ✨