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Format: 3.0 (quilt)
Source: mystic
Binary: python3-mystic, python-mystic-doc
Architecture: all
Version: 0.4.3-2
Maintainer: Debian Python Team <team+python@tracker.debian.org>
Uploaders: Julian Gilbey <jdg@debian.org>
Homepage: https://github.com/uqfoundation/mystic
Description: Constrained nonlinear optimization
 The mystic framework provides a collection of optimization algorithms
 and tools that allows the user to more robustly (and easily) solve
 hard optimization problems for machine learning, uncertainty
 quantification and AI.  mystic gives the user fine-grained power to
 both monitor and steer optimizations as the fit processes are
 running.  Users can customize optimizer stop conditions, where both
 compound and user-provided conditions may be used.  Optimizers can
 save state, can be reconfigured dynamically, and can be restarted
 from a saved solver or from a results file.  All solvers can also
 leverage parallel computing, either within each iteration or as an
 ensemble of solvers.
 .
 mystic provides a stock set of configurable, controllable solvers
 with:
  * a common interface
  * a control handler with: pause, continue, exit, and callback
  * ease in selecting initial population conditions: guess, random, etc
  * ease in checkpointing and restarting from a log or saved state
  * the ability to leverage parallel & distributed computing
  * the ability to apply a selection of logging and/or verbose monitors
  * the ability to configure solver-independent termination conditions
  * the ability to impose custom and user-defined penalties and constraints
 .
 mystic is part of pathos, a Python framework for heterogeneous computing.
Standards-Version: 4.7.0
Vcs-Browser: https://salsa.debian.org/python-team/packages/mystic
Vcs-Git: https://salsa.debian.org/python-team/packages/mystic.git
Testsuite: autopkgtest
Testsuite-Triggers: python3-all, python3-multiprocess, python3-scipy, python3-sklearn
Build-Depends: debhelper-compat (= 13), dh-sequence-python3, pybuild-plugin-pyproject, python3-all, python3-dill (>= 0.3.9), python3-klepto (>= 0.2.6), python3-matplotlib, python3-mpmath, python3-numpy, python3-scipy <!nocheck>, python3-setuptools, python3-sphinx <!nodoc>, python3-sphinx-notfound-page <!nodoc>, python3-sphinx-rtd-theme <!nodoc>, python3-sympy
Package-List:
 python-mystic-doc deb doc optional arch=all profile=!nodoc
 python3-mystic deb python optional arch=all
Checksums-Sha1:
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Checksums-Sha256:
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Files:
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