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perform probability fusion

Project description

fuz

fuz is a library for probability fusion, allowing the merging of distribution functions in a principled manner.

with fuz, you can do things like bayesian evidence updating, optimal bayesian ranking, and fuzzy logic.

highlights

  • pooling
    • linear, multiplicative, geometric, holder ...etc.
  • fuzzy logic extension to distribution functions
  • numerical integration in logarithmic space for stability
  • NaN and logarithmic complex number handling
  • distribution tools

upcoming features

  • wider compatibility with narwhals
    • dataframes, functions, samples ...etc.
  • initial gpu support with jax

other

the official pronunciation of fuz is a fugued function of fuzzy fusion 😉

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