ConvChain Alternatives
Similar projects and alternatives to ConvChain based on common topics and language
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InfluxDB
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WaveFunctionCollapse
Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics
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Mixture
Mixture is a powerful node-based tool crafted in unity to generate all kinds of textures in realtime
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MarkovJunior
Probabilistic language based on pattern matching and constraint propagation, 153 examples
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SaaSHub
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ConvChain reviews and mentions
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The Wavefunction Collapse Algorithm explained clearly
As others have mentioned, this is "just" constraint propagation. I think much of the success is that it's a simple idea to grasp and implement, that provides very good results, and has a compelling name. I don't want to be dismissive, I think it's very cool.
The original author of "wave function collapse" also has "convchain" [0] which is similarly "just" using Monte Carlo Markov Chains to sample the space. It's also a kind of "staple" algorithm for physicists, theoretical computer scientists, etc but I guess hasn't caught on as much as WFC.
Note that WFC has major problems when the tile set is too constrained. There's a SO question about it [1] and I also happen to have written a small article about it as well [2]().
[0] https://github.com/mxgmn/ConvChain
[1] https://stackoverflow.com/questions/72721299/why-can-the-wav...
[2] https://www.fxhash.xyz/article/lessons-learned-from-implemen...
() trigger warning, it's an NFT but please don't let that stop you from reading
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mxgmn/ConvChain 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 ConvChain is C#.
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