Metadata-Version: 2.1
Name: fides
Version: 0.0.2
Summary: python Trust Region Optimization
Home-page: UNKNOWN
Author: Fabian Froehlich
Author-email: froehlichfab@gmail.com
License: UNKNOWN
Description: # Fides - A python package for Trust Region Optimization
        
        <a href="https://badge.fury.io/py/fides">
          <img src="https://badge.fury.io/py/fides.svg" alt="PyPI version"></a>
        <a href="https://codecov.io/gh/fides-dev/fides">
          <img src="https://codecov.io/gh/fides-dev/fides/branch/master/graph/badge.svg" alt="Code coverage"></a>
        <a href="https://fides-optimizer.readthedocs.io/en/latest/?badge=latest">
         <img src="https://readthedocs.org/projects/fides-optimizer/badge/?version=latest" alt="ReadTheDocs status"></a>
        <a href="https://zenodo.org/badge/latestdoi/312057973">
         <img src="https://zenodo.org/badge/312057973.svg" alt="DOI"></a>
        
        Fides implements an Interior Trust Region Reflective optimizer based on
        the papers [ColemanLi1994] and [ColemanLi1996]. Accordingly, Fides is
        named after the Roman goddess of trust and reliability. In contrast to other
        optimizers, the trust-region subproblem can be solved exactly, which
        yields higher quality proposal steps, but is computationally more expensive.
        This makes Fides particularly attractive for optimization problems with
        objective functions that are computationally expensive to evaluate and the
        computational cost of solving the trust-region subproblem is negligible.
        
        Fides can be installed via `pip install fides`. Further documentation is
         avaliable at [Read the Docs](fides-optimizer.readthedocs.io).
        
        
Platform: UNKNOWN
Requires-Python: >=3.7
Description-Content-Type: text/markdown
