def to_spec(chromo):
scaled_values = {}
for val, (spec_name, (low, high)) in zip(chromo, chromo_index.iteritems()):
scaled_values[spec_name] = low + val*(high-low)
print scaled_values
spec_id = specs.create_spec(**scaled_values)
return specs.get_spec(spec_id)
def height_std(param1, param2):
ana.height_std_field.phase_diagram_2d(param1, param2,
**_phase_diagram_kwargs())
_setup_figure(title='Std. Deviation of Height',
xlabel=_map_param_name(param1),
ylabel=_map_param_name(param2))
name = 'height_std-{0}-vs-{1}'.format(param1, param2)
_save_figure(name)
max_std = ana.height_std_field.find_max_spec_id()
spec = specs.get_spec(max_std)
spec.dump(_make_path(name + '-max-spec.txt'))
models.show_first_for_spec_id(max_std, show=False)
_save_figure(name + "-max")