probcomp/metaprob
An embedded language for probabilistic programming and meta-programming.
This is a specialized tool for researchers and advanced students in AI, cognitive science, or statistics who are building and experimenting with new probabilistic programming languages or advanced probabilistic models. It takes in generative code that describes models making random choices and outputs traces of those choices, allowing you to build and customize your own inference algorithms.
170 stars. No commits in the last 6 months.
Use this if you are developing new AI or statistical inference methods, implementing your own probabilistic programming language, or exploring advanced topics like causal reasoning or 'theory of mind' models.
Not ideal if you need a stable, production-ready tool for general data analysis, or if you are not comfortable working with experimental research software and limited documentation.
Stars
170
Forks
16
Language
JavaScript
License
GPL-3.0
Category
Last pushed
Aug 29, 2022
Commits (30d)
0
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