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Format: 3.0 (quilt)
Source: mystic
Binary: python3-mystic, python-mystic-doc
Architecture: all
Version: 0.4.3-3
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:
 bb8acb7ca55aaa721ff4ffee32159e3d03c73841 818687 mystic_0.4.3.orig.tar.gz
 7661789ff28a844c2dd29ff00da1bd92e1771cc0 5232 mystic_0.4.3-3.debian.tar.xz
Checksums-Sha256:
 4bbcc72d726c3898dcc83c80d1ef1f9de73e9484a33f7a727502abee5e9ea73c 818687 mystic_0.4.3.orig.tar.gz
 4189b542b33f797bf769cc164532e808b06b5482204d12a2ccae08d4db7b7f45 5232 mystic_0.4.3-3.debian.tar.xz
Files:
 9e51d3a3a2daeaf8bd2c92074c89a4ca 818687 mystic_0.4.3.orig.tar.gz
 585ca395ad245b6891454f8954711d70 5232 mystic_0.4.3-3.debian.tar.xz
Dgit: aa3cc9da7484955827b27559e05fac4a2b829303 debian archive/debian/0.4.3-3 https://git.dgit.debian.org/mystic


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