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NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better MarkovJunior alternative or higher similarity.
MarkovJunior discussion
MarkovJunior reviews and mentions
Posts with mentions or reviews of MarkovJunior.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-11-08.
- Λ-2D: An Exploration of Drawing as Programming Language
- Turnstyle – An esoteric, graphical functional language
- MarkovJunior - Probabilistic lang with pattern matching + constraint propagation
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Making some Wave Function Collapse for Grasshopper, WIP. 3d overlapping model. Need a way to work out conflicts better.
Our of curiosity, have you seen MarkovJunior, from the same developer? It's a generalization of WFC into a far more powerful probabilistic programming language capable of not only assembling random maps, but even generating solveable Sokoban levels?
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First few things I generated with my Markov algorithm procedural generation framework
It's not WFC but I'll be working on this soon too. For now I rewrote MarkovJunior in Rust, and made it into a library that is both faster and easly extensible.
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Probabilistic language based on pattern matching and constraint propagation
Github source by the mxgmn
- MarkovJunior, a probabilistic programming language based on pattern matching and constraint propagation
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Wave function collapse with user input?
Have https://cragl.cs.gmu.edu/pixelate/ be used to preserve features of your input image and keep the resolution input low for WFC, then randomly select features (shapes) from the input image to be used for procedural creation, like in the Dungeon Growth example from: https://github.com/mxgmn/MarkovJunior
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Property-Based Testing in Rust with Arbitrary
I've done a similar thing myself when trying to test operations on a hierarchical database for my internal product.
Biggest difficulty for me was that some combinations of operations were illegal and I had to think about all the edge cases and filter them out, and this took a long time.
My SO works in hardware, and she says they always use a constraint solver to generate test cases / test vectors, and she never understood why this wasn't popular in software. I googled it a bit and found lots of academic papers but no concrete implementation.
I've also thought about generating test vectors using a generator based on Markov chains, I wrote about that here [0], based on this [1] submission.
I'm not familiar enough with either using constraint solvers to generate test cases, or Markov chains, to know if I'm talking nonsense here or is it just something that nobody thought to develop properly.
[0] https://news.ycombinator.com/item?id=31704791
[1] https://github.com/mxgmn/MarkovJunior
- ggez Falling Sand Simulation: Best way to draw massive amount of individual pixels every frame
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A note from our sponsor - InfluxDB
influxdata.com | 27 Apr 2025
Stats
Basic MarkovJunior repo stats
39
7,738
2.9
6 months ago
mxgmn/MarkovJunior is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of MarkovJunior is C#.
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