Source code for pycbc.inference.jump.angular

# Copyright (C) 2020  Collin Capano
# This program is free software; you can redistribute it and/or modify it
# under the terms of the GNU General Public License as published by the
# Free Software Foundation; either version 3 of the License, or (at your
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#
# This program is distributed in the hope that it will be useful, but
# WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU General
# Public License for more details.
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"""Jump proposals that use cyclic boundaries on [0, 2pi)."""

from epsie import proposals as epsie_proposals

from .normal import (epsie_from_config, epsie_adaptive_from_config,
                     epsie_at_adaptive_from_config)


[docs] class EpsieAngular(epsie_proposals.Angular): """Adds ``from_config`` method to epsie's angular proposal."""
[docs] @classmethod def from_config(cls, cp, section, tag): """Loads a proposal from a config file. This calls :py:func:`epsie_from_config` with ``cls`` set to :py:class:`epsie.proposals.Angular` and ``with_boundaries`` set to False. See that function for details on options that can be read. Example:: [jump_proposal-ra] name = angular var-ra = 0.01 Parameters ---------- cp : WorkflowConfigParser instance Config file to read from. section : str The name of the section to look in. tag : str :py:const:`pycbc.VARARGS_DELIM` separated list of parameter names to create proposals for. Returns ------- :py:class:`epsie.proposals.Angular`: An angular proposal for use with ``epsie`` samplers. """ return epsie_from_config(cls, cp, section, tag, with_boundaries=False)
[docs] class EpsieAdaptiveAngular(epsie_proposals.AdaptiveAngular): """Adds ``from_config`` method to epsie's adaptive angular proposal."""
[docs] @classmethod def from_config(cls, cp, section, tag): r"""Loads a proposal from a config file. This calls :py:func:`epsie_adaptive_from_config` with ``cls`` set to :py:class:`epsie.proposals.AdaptiveBoundedNormal` and ``with_boundaries`` set to False (since the boundaries for the angular proposals are always :math:`[0, 2\pi)`). See that function for details on options that can be read. Example:: [jump_proposal-ra] name = adaptive_angular adaptation-duration = 1000 Parameters ---------- cp : WorkflowConfigParser instance Config file to read from. section : str The name of the section to look in. tag : str :py:const:`pycbc.VARARGS_DELIM` separated list of parameter names to create proposals for. Returns ------- :py:class:`epsie.proposals.AdaptiveAngular`: An adaptive angular proposal for use with ``epsie`` samplers. """ return epsie_adaptive_from_config(cls, cp, section, tag, with_boundaries=False)
[docs] class EpsieATAdaptiveAngular(epsie_proposals.ATAdaptiveAngular): """Adds ``from_config`` method to epsie's adaptive angular proposal."""
[docs] @classmethod def from_config(cls, cp, section, tag): r"""Loads a proposal from a config file. This calls :py:func:`epsie_adaptive_from_config` with ``cls`` set to :py:class:`epsie.proposals.AdaptiveBoundedNormal` and ``with_boundaries`` set to False (since the boundaries for the angular proposals are always :math:`[0, 2\pi)`). See that function for details on options that can be read. Example:: [jump_proposal-ra] name = adaptive_angular_proposal adaptation-duration = 1000 Parameters ---------- cp : WorkflowConfigParser instance Config file to read from. section : str The name of the section to look in. tag : str :py:const:`pycbc.VARARGS_DELIM` separated list of parameter names to create proposals for. Returns ------- :py:class:`epsie.proposals.AdaptiveAngularProposal`: An adaptive angular proposal for use with ``epsie`` samplers. """ return epsie_at_adaptive_from_config(cls, cp, section, tag, with_boundaries=False)