def test_seed(nprocs, proposal_name):
"""Runs the PTSampler ``test_seed`` using the adaptive normal proposal.
"""
model = Model()
proposal = _setup_proposal(model, proposal_name)
_test_seed(Model, nprocs, proposals=[proposal],
init_iters=STABILITY_DURATION-2)
def test_seed(nprocs, proposal_name):
"""Runs the PTSampler ``test_seed`` using the adaptive normal proposal.
"""
model = Model()
proposal = _setup_proposal(model, proposal_name)
_test_seed(Model, nprocs, proposals=[proposal])
def test_seed(proposal_name, nprocs):
"""Runs the PTSampler ``test_seed`` using the angular proposal.
"""
model = AngularModel()
proposal = _setup_proposal(proposal_name, model.params)
_test_seed(AngularModel, nprocs, proposals=[proposal])
def test_seed(name, nprocs, componentwise):
"""Runs the PTSampler ``test_seed`` using the adaptive proposal.
"""
model = Model()
proposal = _setup_proposal(model, name, componentwise=componentwise)
_test_seed(Model, nprocs, proposals=[proposal])
def test_seed(proposal_name, nprocs):
"""Runs the PTSampler ``test_seed`` using the adaptive normal proposal.
"""
model = Model()
proposal = _setup_proposal(proposal_name, model.params, model.prior_bounds)
_test_seed(Model, nprocs, proposals=[proposal])
def test_seed(td_proposal, birth_dist, nprocs):
"""Runs the PTSampler ``test_seed`` using the adaptive normal proposal.
"""
model = PolynomialRegressionModel()
proposal = _setup_proposal(model, td_proposal, birth_dist)
_test_seed(PolynomialRegressionModel, nprocs, proposals=[proposal])