Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →
WaveFunctionCollapse Alternatives
Similar projects and alternatives to WaveFunctionCollapse
-
ASP.NET Core
ASP.NET Core is a cross-platform .NET framework for building modern cloud-based web applications on Windows, Mac, or Linux.
-
-
InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
-
ShareX
ShareX is a free and open source program that lets you capture or record any area of your screen and share it with a single press of a key. It also allows uploading images, text or other types of files to many supported destinations you can choose from.
-
-
eShopOnContainers
Discontinued Cross-platform .NET sample microservices and container based application that runs on Linux Windows and macOS. Powered by .NET 7, Docker Containers and Azure Kubernetes Services. Supports Visual Studio, VS for Mac and CLI based environments with Docker CLI, dotnet CLI, VS Code or any other code editor. Moved to https://github.com/dotnet/eShop.
-
MarkovJunior
Probabilistic language based on pattern matching and constraint propagation, 153 examples
-
WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
-
chatwoot
Open-source live-chat, email support, omni-channel desk. An alternative to Intercom, Zendesk, Salesforce Service Cloud etc. 🔥💬
-
-
wavefunction-collapse
Source code for "The Wavefunction Collapse Algorithm explained very clearly"
-
litematica-printer
An extension for Litematica that adds the missing printer functionality for 1.19, 1.18 and 1.17
-
-
DeBroglie
DeBroglie is a C# library implementing the Wave Function Collapse algorithm with support for additional non-local constraints, and other useful features.
-
Raylib-cs
C# bindings for raylib, a simple and easy-to-use library to learn videogames programming
-
v2rayN
A GUI client for Windows, support Xray core and v2fly core and others
-
-
-
g-diffuser-lib
Discontinued Discord bot and utilities for the diffusers library (stable-diffusion) [Moved to: https://github.com/parlance-zz/g-diffuser-bot]
-
simpleWFC
A simplified version of the Wave Function Collapse algorithm
-
dnSpy-Unity-mono
Discontinued Fork of Unity mono that's used to compile mono.dll with debugging support enabled
-
SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better WaveFunctionCollapse alternative or higher similarity.
WaveFunctionCollapse reviews and mentions
Posts with mentions or reviews of WaveFunctionCollapse.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-09-23.
- I use Wave Function Collapse to create levels for my game (2022) [video]
-
It's Okay to Make Something Nobody Wants
Thank you! And yes, I agree. I was looking at uh https://github.com/mxgmn/WaveFunctionCollapse and wondering if that were applicable here :)
Have a good day!
- The Wavefunction Collapse Algorithm
-
Kullback–Leibler Divergence
Intuitively, it measures the difference between two probability distributions. It's not symmetric, so it's not quite that, but in my opinion, it's good intuition.
As motivation, say you're an internet provider, providing internet service to a business. You naturally want to save money, so you perhaps want to compress packets before they go over the wire. Let's say the business you're providing service to also compresses their data, but they've made a mistake and do it inefficiently.
Let's say the business has, incorrectly, determined the probability distribution for their data to be $q(x)$. That is, they assign probability of seeing symbol $x$ to be $q(x)$. Let's say you've determined the "true" distribution to be $p(x)$. The entropy, or number of bits, they expect to transmit per packet/symbol will be $-\sum p(x) lg(q(x))$. Meaning, they'll compress their stream under the assumption that the distribution is $q(x)$ but the actually probability of seeing a packet, $x$, is $p(x)$, which is why the term $p(x) lg(q(x))$ shows up.
The number of bits you're transmitting is just $-\sum p(x) lg(p(x))$. Now we ask, how many bits, per packet, is the savings of your method over the businesses? This is $-\sum p(x) lg(q(x)/p(x))$, which is exactly the Kullback-Leibler divergence (maybe up to a sign difference).
In other words, given a "guess" at a distribution and the "true" distribution, how bad is it between them? This is the Kullback-Leibler distribution and why it shows up (I believe) in machine learning and fitness functions.
As a more concrete example, I just ran across a paper talking [0] about using WFC [1] to asses how well it, and other algorithms, do when trying to create generative "super mario brothers" like levels. Take a 2x2 or 3x3 grid, make a library of tiles, use that to generate a random level, then use the K-L divergence to determine how well your generative algorithm has done compared to the observed distribution from an example image.
-
All of it under the most poorly designed and maintained village
Reminds me of wave function collapse - a programmatic way to generate mazes.
-
How to detect and fix isolated terrain (islands or lakes) in a tile-based terrain?
I am using WFC to generate the terrain, with pretty much a copy-paste implementation of the original WFC implemented into Unity.
-
How to make wfc or post-gen script in blender?
If you still want to go the WFC route, the original WFC repository is a great place to start. There's also a (relatively barebones looking) Godot plugin you could take a look at.
- Wave Function Collapse
-
collapsed
wave function collapse studies - this is done with the https://github.com/mxgmn/WaveFunctionCollapse algorithm after I saw https://github.com/CodingTrain/Wave-Function-Collapse mention it. done in P5! IG https://www.instagram.com/ronivonu/
-
Room Generation Using Constraint Satisfaction
There’s an interesting approach similar to this called [Wave Function Collapse](https://github.com/mxgmn/WaveFunctionCollapse) (no relation to wfc in physics idea besides inspiration). It can infer the probabilistic constraints from one input example, and it seems to generalize quite well. Here’s a [little demo](https://oskarstalberg.com/game/wave/wave.html)
-
A note from our sponsor - InfluxDB
www.influxdata.com | 18 Apr 2024
Stats
Basic WaveFunctionCollapse repo stats
99
22,675
4.8
3 days ago
mxgmn/WaveFunctionCollapse is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.
The primary programming language of WaveFunctionCollapse is C#.
Popular Comparisons
- WaveFunctionCollapse VS eShopOnContainers
- WaveFunctionCollapse VS Raylib-cs
- WaveFunctionCollapse VS OpenFK
- WaveFunctionCollapse VS DeBroglie
- WaveFunctionCollapse VS dnSpy-Unity-mono
- WaveFunctionCollapse VS texture-synthesis
- WaveFunctionCollapse VS dnSpy
- WaveFunctionCollapse VS MarkovJunior
- WaveFunctionCollapse VS Wox
- WaveFunctionCollapse VS v2ray-core
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com