32ae80fe65595a38fd378bd3b2abaa3a8beeae01,smac/initial_design/initial_design.py,InitialDesign,select_configurations,#InitialDesign#,132

Before Change


            configs = self._select_configurations()
            // add random configurations if _select_configurations() returns less than expected budget
            if self.fill_random_configs and len(configs) < self.init_budget:
                random_configs = self.scenario.cs.sample_configuration(size=self.init_budget - len(configs))
                if isinstance(random_configs, list):
                    configs.extend(random_configs)
                else:
                    configs.append(random_configs)
            return configs
        else:
            return self.configs

After Change


        if self.configs is None:
            self.configs = self._select_configurations()

        for config in self.configs:
            if config.origin is None:
                config.origin = "Initial design"

        // add this incumbent right away to have an entry to time point 0
        self.traj_logger.add_entry(train_perf=2**31,
                                   incumbent_id=1,
                                   incumbent=self.configs[0])
Italian Trulli
In pattern: SUPERPATTERN

Frequency: 3

Non-data size: 7

Instances


Project Name: automl/SMAC3
Commit Name: 32ae80fe65595a38fd378bd3b2abaa3a8beeae01
Time: 2019-12-02
Author: ashraaghav@gmail.com
File Name: smac/initial_design/initial_design.py
Class Name: InitialDesign
Method Name: select_configurations


Project Name: neuroailab/tnn
Commit Name: fde7cc023ea226bf01563d0cbce919e85f8701fd
Time: 2016-10-02
Author: qbilius@gmail.com
File Name: model.py
Class Name:
Method Name: _last


Project Name: andresriancho/w3af
Commit Name: 69ff07c2bf368ebc0d6f0700a9735451ed851999
Time: 2018-01-02
Author: andres.riancho@gmail.com
File Name: w3af/plugins/audit/global_redirect.py
Class Name: global_redirect
Method Name: _javascript_redirect