Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

Return GridSearch suggestions in random order. #101

Open
wants to merge 1 commit into
base: master
Choose a base branch
from
Open

Return GridSearch suggestions in random order. #101

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
6 changes: 5 additions & 1 deletion sherpa/algorithms/core.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -332,19 +332,23 @@ class GridSearch(Algorithm):

Args:
num_grid_points (int): number of grid points for continuous / discrete.
random_order (bool): If true, return suggestions in random order.

"""
allows_repetition = True

def __init__(self, num_grid_points=2):
def __init__(self, num_grid_points=2, random_order=True):
self.grid = None
self.num_grid_points = num_grid_points
self.count = 0 # number of sampled configs
self.random_order = random_order

def get_suggestion(self, parameters, results=None, lower_is_better=True):
if self.count == 0:
param_dict = self._get_param_dict(parameters)
self.grid = list(sklearn.model_selection.ParameterGrid(param_dict))
if self.random_order:
random.shuffle(self.grid)

if self.count >= len(self.grid):
return AlgorithmState.DONE
Expand Down