Metadata-Version: 2.1
Name: fides
Version: 0.5.0
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>
        
        ## About Fides
        
        Fides implements an Interior Trust Region Reflective for boundary constrained
        optimization problems based on the papers
        [ColemanLi1994](https://doi.org/10.1007/BF01582221) and
        [ColemanLi1996](http://dx.doi.org/10.1137/0806023). Accordingly, Fides is named
        after the Roman goddess of trust and
        reliability.
        
        Fides can be installed via `pip install fides`. Further documentation is
         available at [Read the Docs](https://fides-optimizer.readthedocs.io/).
         
         
        ## Features
        
        
        * Boundary constrained interior trust-region optimization
        * Reflective, truncated and optimization based boundary heuristics
        * Exact, 2D and CG subproblem solvers
        * BFGS, DFP, SR1 and Hybrid  Hessian Approximations
        
        
Platform: UNKNOWN
Requires-Python: >=3.7
Description-Content-Type: text/markdown
