threeML.bayesian.dynesty_sampler module
- class threeML.bayesian.dynesty_sampler.DynestyDynamicSampler(likelihood_model=None, data_list=None, **kwargs)[source]
Bases:
UnitCubeSampler
- sample(quiet=False)[source]
sample using the UltraNest numerical integration method :rtype:
- Returns:
- setup(nlive_init=500, maxiter_init=None, maxcall_init=None, dlogz_init=0.01, logl_max_init=inf, n_effective_init=inf, nlive_batch=500, wt_function=None, wt_kwargs=None, maxiter_batch=None, maxcall_batch=None, maxiter=None, maxcall=None, maxbatch=None, n_effective=inf, stop_function=None, stop_kwargs=None, use_stop=True, save_bounds=True, print_func=None, live_points=None, bound='multi', sample='auto', periodic=None, reflective=None, update_interval=None, first_update=None, npdim=None, rstate=None, use_pool=None, logl_args=None, logl_kwargs=None, ptform_args=None, ptform_kwargs=None, gradient=None, grad_args=None, grad_kwargs=None, compute_jac=False, enlarge=None, bootstrap=0, walks=25, facc=0.5, slices=5, fmove=0.9, max_move=100, update_func=None, **kwargs)[source]
TODO describe function
- Parameters:
nlive_init –
maxiter_init –
maxcall_init –
dlogz_init –
logl_max_init –
n_effective_init –
nlive_batch –
wt_function –
wt_kwargs –
maxiter_batch –
maxcall_batch –
maxiter –
maxcall –
maxbatch –
n_effective –
stop_function –
stop_kwargs –
use_stop –
save_bounds –
print_func –
live_points –
bound –
sample –
periodic –
reflective –
update_interval –
first_update –
npdim –
rstate –
use_pool –
logl_args –
logl_kwargs –
ptform_args –
ptform_kwargs –
gradient –
grad_args –
grad_kwargs –
compute_jac –
enlarge –
bootstrap –
vol_dec –
vol_check –
walks –
facc –
slices –
fmove –
max_move –
update_func –
- Returns:
- class threeML.bayesian.dynesty_sampler.DynestyNestedSampler(likelihood_model=None, data_list=None, **kwargs)[source]
Bases:
UnitCubeSampler
- sample(quiet=False)[source]
sample using the UltraNest numerical integration method :rtype:
- Returns:
- setup(n_live_points=400, maxiter=None, maxcall=None, dlogz=None, logl_max=inf, n_effective=None, add_live=True, print_func=None, save_bounds=True, bound='multi', sample='auto', periodic=None, reflective=None, update_interval=None, first_update=None, npdim=None, rstate=None, use_pool=None, live_points=None, logl_args=None, logl_kwargs=None, ptform_args=None, ptform_kwargs=None, gradient=None, grad_args=None, grad_kwargs=None, compute_jac=False, enlarge=None, bootstrap=0, walks=25, facc=0.5, slices=5, fmove=0.9, max_move=100, update_func=None, **kwargs)[source]
TODO describe function
- Parameters:
n_live_points –
maxiter –
maxcall –
dlogz –
logl_max –
n_effective –
add_live –
print_func –
save_bounds –
bound –
sample –
periodic –
reflective –
update_interval –
first_update –
npdim –
rstate –
use_pool –
live_points –
logl_args –
logl_kwargs –
ptform_args –
ptform_kwargs –
gradient –
grad_args –
grad_kwargs –
compute_jac –
enlarge –
bootstrap –
vol_dec –
vol_check –
walks –
facc –
slices –
fmove –
max_move –
update_func –
- Returns: