-----BEGIN PGP SIGNED MESSAGE----- Hash: SHA512 Format: 3.0 (quilt) Source: mystic Binary: python3-mystic, python-mystic-doc Architecture: all Version: 0.4.3-2 Maintainer: Debian Python Team Uploaders: Julian Gilbey 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 , python3-setuptools, python3-sphinx , python3-sphinx-notfound-page , python3-sphinx-rtd-theme , 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 c78d342656e69734e7b07ba16d688f39c4f1ec1c 4676 mystic_0.4.3-2.debian.tar.xz Checksums-Sha256: 4bbcc72d726c3898dcc83c80d1ef1f9de73e9484a33f7a727502abee5e9ea73c 818687 mystic_0.4.3.orig.tar.gz df73a48f770c31aefd990a1c14b9a502c16ecab8ba25ec2e44281ed907d318b4 4676 mystic_0.4.3-2.debian.tar.xz Files: 9e51d3a3a2daeaf8bd2c92074c89a4ca 818687 mystic_0.4.3.orig.tar.gz ac8061bdfef49f36d22573325379b618 4676 mystic_0.4.3-2.debian.tar.xz -----BEGIN PGP SIGNATURE----- iQIzBAEBCgAdFiEEfncpR22H1vEdkazLwpPntGGCWs4FAmc6hhMACgkQwpPntGGC Ws44exAAmAxlL6/+5Qtbe5/wJqq1ghAKYU7h328NVyB9me/nf5EYWFNh1C5dVlZH 2Wxhc5VVCNeSr0iHS8jDHehfkYCmrWeKKS4hsGrqQrDoZwJdz0yZNtPN6E3/lMiU m3fENppMJtMqyuVwghFxA48Wi46lFVCoFnUnhugzEdIG9jKCE+AJguG7I83YTsMH Y19O1HHoLGBwjtApVMpVT+wk/ZwNLdb+9B2Ptc9+YVJUa4cSiyjxajSALzJEqBXA I9LH6c2WWFxb1gbq21hQ8uQ1bHyI2SiTWrQ3uBcSaJFBtwxNQdFskYHyFWfDjaHh +21hM/+q6D2o5M7RY45Xlmp4l/wEaGvCUR2w+1jOX8YaNZcP0XKxYlIFTAtlfx18 dVTO34LyjQK9P+OjrwtyCe8jauOynLXZyp1+1VnKSrytJe2zelmYYR+ogrkVeNFV A1FFA2FumKxjU+RuaHJcSfOKI5KkvYtzngvShqbcw6rATIUAFiiuCZpX18Tij1za PNFt2za3btHhKhBpGTlbK/7MKdkiIdyh22mLa6YZnQB3f1LgZGC7LJDqtrcJZeMf uV5/aC2XFqckm2Ch3e6TEmxq6UcSvPAxrQ5J0FhYHZpJRRJMjkfUnx1ZFByHeZSt riNnjCF6lSbWpvf9ALm8oa8L3xt/FOZh/VMImPQpgeUOlgKCJaQ= =n78a -----END PGP SIGNATURE-----