# for a new algorithm only change the part which is marked as such
from __future__ import division
import numpy as np
# need load_save from '..'
import sys; sys.path.append('..')
from load_save import save_final_proposal, load_first_proposal
# load parameters
from final_run_params import params
locals().update(params)
# load proposal from mcmc
if type(first_proposal_index) is int:
first_proposal = load_first_proposal(first_proposal_index)
elif type(first_proposal_index) is str:
if first_proposal_index == 'good_original':
if dim == 2:
first_proposal = load_first_proposal(0)
elif dim == 10:
first_proposal = load_first_proposal(65)
elif dim == 20:
first_proposal = load_first_proposal(28)
else:
raise NotImplementedError('No such first proposal')
elif first_proposal_index == 'bad_original':
if dim == 10:
first_proposal = load_first_proposal(52)
elif dim == 20:
# for a new algorithm only change the part which is marked as such
from __future__ import division
import numpy as np
# need load_save from '..'
import sys; sys.path.append('..')
from load_save import save_final_proposal, load_first_proposal
# load parameters
from final_run_params import params
locals().update(params)
# load proposal from mcmc
if type(first_proposal_index) is int:
first_proposal = load_first_proposal(first_proposal_index)
elif type(first_proposal_index) is str:
if first_proposal_index == 'good_original':
if dim == 2:
first_proposal = load_first_proposal(7)
elif dim == 10:
first_proposal = load_first_proposal(28)
elif dim == 20:
first_proposal = load_first_proposal(45)
else:
raise NotImplementedError('No such first proposal')
elif first_proposal_index == 'average_original':
if dim == 2:
first_proposal = load_first_proposal(1)
elif dim == 10:
# for a new algorithm only change the part which is marked as such
from __future__ import division
import numpy as np
# need load_save from '..'
import sys; sys.path.append('..')
from load_save import save_final_proposal, load_first_proposal
# load parameters
from final_run_params import params
locals().update(params)
# load proposal from mcmc
if type(first_proposal_index) is int:
first_proposal = load_first_proposal(first_proposal_index)
elif type(first_proposal_index) is str:
if first_proposal_index == 'good_original':
if dim == 2:
first_proposal = load_first_proposal(3)
elif dim == 10:
first_proposal = load_first_proposal(79)
elif dim == 20:
first_proposal = load_first_proposal(283)
else:
raise NotImplementedError('No such first proposal')
elif first_proposal_index == 'average_original':
if dim == 2:
first_proposal = load_first_proposal(8)
elif dim == 10: