SimonBlanke /
Hyperactive
| @@ 77-90 (lines=14) @@ | ||
| 74 | assert abs(hyper.best_score(objective_function)) < 0.001 |
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| 75 | ||
| 76 | ||
| 77 | def test_initialize_grid_1(): |
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| 78 | search_space = { |
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| 79 | "x1": np.arange(-2, 3, 1), |
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| 80 | } |
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| 81 | ||
| 82 | initialize = {"grid": 1} |
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| 83 | ||
| 84 | hyper = Hyperactive() |
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| 85 | hyper.add_search( |
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| 86 | objective_function, search_space, n_iter=1, initialize=initialize, |
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| 87 | ) |
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| 88 | hyper.run() |
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| 89 | ||
| 90 | assert abs(hyper.best_score(objective_function)) - 1 < 0.001 |
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| 91 | ||
| 92 | ||
| 93 | def test_initialize_all_0(): |
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| @@ 62-74 (lines=13) @@ | ||
| 59 | assert abs(hyper.best_score(objective_function)) - 10000 < 0.001 |
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| 60 | ||
| 61 | ||
| 62 | def test_initialize_grid_0(): |
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| 63 | search_space = { |
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| 64 | "x1": np.arange(-1, 2, 1), |
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| 65 | } |
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| 66 | initialize = {"grid": 1} |
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| 67 | ||
| 68 | hyper = Hyperactive() |
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| 69 | hyper.add_search( |
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| 70 | objective_function, search_space, n_iter=1, initialize=initialize, |
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| 71 | ) |
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| 72 | hyper.run() |
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| 73 | ||
| 74 | assert abs(hyper.best_score(objective_function)) < 0.001 |
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| 75 | ||
| 76 | ||
| 77 | def test_initialize_grid_1(): |
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