{"added":null,"apiVersion":1,"behindSince":null,"buildDepends":[],"categories":["devel","python"],"comment":"Highly-constrained non-convex optimization and uncertainty quantification","compare":null,"dependentCount":null,"description":"The mystic framework provides a collection of optimization algorithms and tools\nthat allows the user to more robustly (and easily) solve hard optimization\nproblems. All optimization algorithms included in mystic provide workflow at the\nfitting layer, not just access to the algorithms as function calls. mystic gives\nthe user fine-grained power to both monitor and steer optimizations as the fit\nprocesses are running. Optimizers can advance one iteration with Step, or run to\ncompletion with Solve. Users can customize optimizer stop conditions, where both\ncompound and user-provided conditions may be used. Optimizers can save state,\ncan be reconfigured dynamically, and can be restarted from a saved solver or\nfrom a results file. All solvers can also leverage parallel computing, either\nwithin each iteration or as an ensemble of solvers.","flavors":[],"html":"https://daemonports.org/dragonfly/devel/py-mystic/","kind":"port","lastUpdate":null,"license":["BSD3CLAUSE"],"maintainer":"sunpoet@FreeBSD.org","name":"py311-mystic","newest":false,"newestVersion":"0.4.5","noVulnData":false,"origin":"devel/py-mystic","otherSystems":[{"maintainer":"sunpoet@FreeBSD.org","newest":true,"origin":"devel/py-mystic","path":"/devel/py-mystic/","system":"FreeBSD","version":"0.4.5_2"},{"maintainer":"sunpoet@FreeBSD.org","newest":true,"noVulnData":true,"origin":"devel/py-mystic","path":"","system":"HardenedBSD","version":"0.4.5_2"},{"maintainer":"sunpoet@FreeBSD.org","newest":true,"noVulnData":true,"origin":"devel/py-mystic","path":"","system":"GhostBSD","version":"0.4.5_2"}],"packages":null,"pkgName":"py311-mystic-0.4.3","related":null,"repository":"DPorts","requiredBy":["devel/py-pyina"],"requiredByCount":1,"runDepends":["devel/py-dill","devel/py-klepto","lang/python311","math/py-mpmath","math/py-numpy","math/py-sympy"],"status":null,"system":"dragonfly","systemLabel":"DragonFly","version":"0.4.3","versions":null,"vulnerabilities":null,"www":"https://mystic.readthedocs.io/en/latest/"}