SimonBlanke /
Hyperactive
| @@ 95-111 (lines=17) @@ | ||
| 92 | assert abs(hyper.best_score(experiment)) < 0.001 |
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| 93 | ||
| 94 | ||
| 95 | def test_initialize_grid_1(): |
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| 96 | search_space = { |
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| 97 | "x1": list(np.arange(-2, 3, 1)), |
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| 98 | } |
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| 99 | ||
| 100 | initialize = {"grid": 1} |
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| 101 | ||
| 102 | hyper = HillClimbingOptimizer() |
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| 103 | hyper.add_search( |
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| 104 | experiment, |
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| 105 | search_config, |
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| 106 | n_iter=1, |
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| 107 | initialize=initialize, |
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| 108 | ) |
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| 109 | hyper.run() |
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| 110 | ||
| 111 | assert abs(hyper.best_score(experiment)) - 1 < 0.001 |
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| 112 | ||
| 113 | ||
| 114 | def test_initialize_all_0(): |
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| @@ 77-92 (lines=16) @@ | ||
| 74 | assert abs(hyper.best_score(experiment)) - 10000 < 0.001 |
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| 75 | ||
| 76 | ||
| 77 | def test_initialize_grid_0(): |
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| 78 | search_space = { |
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| 79 | "x1": list(np.arange(-1, 2, 1)), |
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| 80 | } |
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| 81 | initialize = {"grid": 1} |
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| 82 | ||
| 83 | hyper = HillClimbingOptimizer() |
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| 84 | hyper.add_search( |
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| 85 | experiment, |
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| 86 | search_config, |
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| 87 | n_iter=1, |
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| 88 | initialize=initialize, |
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| 89 | ) |
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| 90 | hyper.run() |
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| 91 | ||
| 92 | assert abs(hyper.best_score(experiment)) < 0.001 |
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| 93 | ||
| 94 | ||
| 95 | def test_initialize_grid_1(): |
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