Agents.jl
go-app
Agents.jl | go-app | |
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13 | 52 | |
691 | 7,705 | |
1.6% | - | |
8.8 | 4.2 | |
6 days ago | 24 days ago | |
Julia | Go | |
MIT License | MIT License |
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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.
go-app
- Ask HN: If you were to build a web app today what tech stack would you choose?
- Go Package for Building Progressive Web Apps
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Learning Go for Backend/Fullstack development?
For the Frontent Wasm with go-app
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Which is the best framework to create web apps with go?
Not a framework, but you might like https://go-app.dev if you want to build WEB UI (views) with Go, using declarative syntax.
- Add PWA to web app?
- What is the current ideal choice for server-side rendered web frameworks?
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Is it OK to build full stack web app entirely in Go?
Check this library - https://github.com/maxence-charriere/go-app
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Ask HN: What is the most pleasant, uncomplicated full stack to start with?
Wasm to the rescue - https://go-app.dev/, https://yew.rs/.
I enjoy it as much as Vue 1.0 before we had bundlers, transpilers, builders and what not.
What are some alternatives?
Molly.jl - Molecular simulation in Julia
go-astilectron - Build cross platform GUI apps with GO and HTML/JS/CSS (powered by Electron)
mesa - Mesa is an open-source Python library for agent-based modeling, ideal for simulating complex systems and exploring emergent behaviors.
fyne - Cross platform GUI toolkit in Go inspired by Material Design
LanguageServer.jl - An implementation of the Microsoft Language Server Protocol for the Julia language.
vecty - Vecty lets you build responsive and dynamic web frontends in Go using WebAssembly, competing with modern web frameworks like React & VueJS.
NetLogo - turtles, patches, and links for kids, teachers, and scientists
NanoGUI
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.
Lorca - Build cross-platform modern desktop apps in Go + HTML5
ReinforcementLearning.jl - A reinforcement learning package for Julia
qt - Qt binding for Go (Golang) with support for Windows / macOS / Linux / FreeBSD / Android / iOS / Sailfish OS / Raspberry Pi / AsteroidOS / Ubuntu Touch / JavaScript / WebAssembly