hakaru-dev/hakaru
A probabilistic programming language
This tool helps researchers and data scientists define complex probabilistic relationships and then query them to understand likelihoods and make predictions. You describe your data, the uncertainties, and the questions you want to ask, and it helps you transform that into answers about probabilities and distributions. It's for anyone designing machine learning applications or building models to analyze uncertain systems.
322 stars. No commits in the last 6 months.
Use this if you need to precisely define probabilistic models and want a systematic way to derive inferences and transformations from those models.
Not ideal if you need a plug-and-play solution for common machine learning tasks without deep customization of the underlying probabilistic logic.
Stars
322
Forks
28
Language
Haskell
License
BSD-3-Clause
Category
Last pushed
Mar 21, 2022
Commits (30d)
0
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