SimonBlanke /
Hyperactive
| @@ 13-51 (lines=39) @@ | ||
| 10 | def __init__(self): |
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| 11 | super().__init__() |
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| 12 | ||
| 13 | def setup_search( |
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| 14 | self, |
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| 15 | objective_function, |
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| 16 | s_space, |
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| 17 | n_iter, |
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| 18 | initialize, |
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| 19 | constraints, |
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| 20 | pass_through, |
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| 21 | callbacks, |
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| 22 | catch, |
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| 23 | max_score, |
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| 24 | early_stopping, |
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| 25 | random_state, |
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| 26 | memory, |
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| 27 | memory_warm_start, |
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| 28 | verbosity, |
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| 29 | ): |
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| 30 | self.objective_function = objective_function |
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| 31 | self.s_space = s_space |
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| 32 | self.n_iter = n_iter |
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| 33 | ||
| 34 | self.initialize = initialize |
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| 35 | self.constraints = constraints |
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| 36 | self.pass_through = pass_through |
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| 37 | self.callbacks = callbacks |
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| 38 | self.catch = catch |
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| 39 | self.max_score = max_score |
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| 40 | self.early_stopping = early_stopping |
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| 41 | self.random_state = random_state |
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| 42 | self.memory = memory |
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| 43 | self.memory_warm_start = memory_warm_start |
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| 44 | self.verbosity = verbosity |
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| 45 | ||
| 46 | self._max_time = None |
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| 47 | ||
| 48 | if "progress_bar" in self.verbosity: |
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| 49 | self.verbosity = [] |
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| 50 | else: |
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| 51 | self.verbosity = [] |
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| 52 | ||
| 53 | @property |
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| 54 | def max_time(self): |
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| @@ 18-54 (lines=37) @@ | ||
| 15 | super().__init__() |
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| 16 | self.opt_params = opt_params |
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| 17 | ||
| 18 | def setup_search( |
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| 19 | self, |
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| 20 | objective_function, |
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| 21 | s_space, |
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| 22 | n_iter, |
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| 23 | initialize, |
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| 24 | constraints, |
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| 25 | pass_through, |
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| 26 | callbacks, |
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| 27 | catch, |
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| 28 | max_score, |
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| 29 | early_stopping, |
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| 30 | random_state, |
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| 31 | memory, |
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| 32 | memory_warm_start, |
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| 33 | verbosity, |
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| 34 | ): |
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| 35 | self.objective_function = objective_function |
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| 36 | self.s_space = s_space |
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| 37 | self.n_iter = n_iter |
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| 38 | ||
| 39 | self.initialize = initialize |
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| 40 | self.constraints = constraints |
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| 41 | self.pass_through = pass_through |
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| 42 | self.callbacks = callbacks |
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| 43 | self.catch = catch |
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| 44 | self.max_score = max_score |
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| 45 | self.early_stopping = early_stopping |
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| 46 | self.random_state = random_state |
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| 47 | self.memory = memory |
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| 48 | self.memory_warm_start = memory_warm_start |
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| 49 | self.verbosity = verbosity |
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| 50 | ||
| 51 | if "progress_bar" in self.verbosity: |
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| 52 | self.verbosity = ["progress_bar"] |
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| 53 | else: |
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| 54 | self.verbosity = [] |
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| 55 | ||
| 56 | def convert_results2hyper(self): |
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| 57 | self.eval_times = np.array(self.gfo_optimizer.eval_times).sum() |
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