def test_clear_memory(nprocs, proposal_name):
"""Runs the PTSampler ``test_clear_memoory`` using the adaptive normal
proposal.
"""
model = Model()
proposal = _setup_proposal(model, proposal_name)
_test_clear_memory(Model, nprocs, SWAP_INTERVAL, proposals=[proposal])
def test_clear_memory(proposal_name, nprocs):
"""Runs the PTSampler ``test_clear_memoory`` using the adaptive normal
proposal.
"""
model = Model()
proposal = _setup_proposal(proposal_name, model.params, model.prior_bounds)
_test_clear_memory(Model, nprocs, SWAP_INTERVAL, proposals=[proposal])
def test_clear_memory(proposal_name, nprocs):
"""Runs the PTSampler ``test_clear_memoory`` using the angular proposal.
"""
model = AngularModel()
proposal = _setup_proposal(proposal_name, model.params)
_test_clear_memory(AngularModel,
nprocs,
SWAP_INTERVAL,
proposals=[proposal])
def test_clear_memory(td_proposal, birth_dist, nprocs):
"""Runs the PTSampler ``test_clear_memoory`` using the adaptive normal
proposal.
"""
model = PolynomialRegressionModel()
proposal = _setup_proposal(model, td_proposal, birth_dist)
_test_clear_memory(PolynomialRegressionModel,
nprocs,
SWAP_INTERVAL,
proposals=[proposal])
def test_clear_memory(proposal_name, nprocs):
"""Runs the PTSampler ``test_clear_memoory`` using the adaptive normal
proposal.
"""
model = Model()
proposal = _setup_proposal(model, proposal_name, model.prior_bounds)
_test_clear_memory(Model,
nprocs,
SWAP_INTERVAL,
proposals=[proposal],
init_iters=STABILITY_DURATION)
