Metadata-Version: 2.3
Name: fuz
Version: 0.1.1
Summary: perform probability fusion
Author-email: "miraia s. chiou" <viamiraia@gmail.com>
License: BSD 3-Clause License
        
        Copyright (c) 2024, Miraia S. Chiou
        
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        1. Redistributions of source code must retain the above copyright notice, this
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        2. Redistributions in binary form must reproduce the above copyright notice,
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        THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
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Classifier: Development Status :: 2 - Pre-Alpha
Classifier: Environment :: GPU
Classifier: Environment :: GPU :: NVIDIA CUDA
Classifier: Environment :: GPU :: NVIDIA CUDA :: 12
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Education
Classifier: Intended Audience :: Information Technology
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: BSD License
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Scientific/Engineering :: Information Analysis
Classifier: Topic :: Scientific/Engineering :: Mathematics
Classifier: Topic :: Software Development
Classifier: Topic :: Software Development :: Libraries :: Python Modules
Classifier: Topic :: Utilities
Requires-Python: >=3.10
Requires-Dist: attrs
Requires-Dist: jaxtyping
Requires-Dist: narwhals
Requires-Dist: plum-dispatch
Requires-Dist: scipy
Description-Content-Type: text/markdown

<h1 align='center'>fuz</h1>

**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 😉
