SimonBlanke /
Hyperactive
| @@ 49-68 (lines=20) @@ | ||
| 46 | assert hyper.best_para(objective_function)["x1"] in search_space["x1"] |
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| 47 | ||
| 48 | ||
| 49 | def test_search_space_2(): |
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| 50 | def objective_function(opt): |
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| 51 | score = -opt["x1"] * opt["x1"] |
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| 52 | return score |
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| 53 | ||
| 54 | search_space = { |
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| 55 | "x1": list(range(0, 100, 1)), |
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| 56 | "str1": ["0", "1", "2"], |
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| 57 | } |
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| 58 | ||
| 59 | hyper = Hyperactive() |
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| 60 | hyper.add_search( |
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| 61 | objective_function, |
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| 62 | search_space, |
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| 63 | n_iter=15, |
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| 64 | ) |
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| 65 | hyper.run() |
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| 66 | ||
| 67 | assert isinstance(hyper.search_data(objective_function), pd.DataFrame) |
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| 68 | assert hyper.best_para(objective_function)["str1"] in search_space["str1"] |
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| 69 | ||
| 70 | ||
| 71 | def test_search_space_3(): |
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| @@ 28-46 (lines=19) @@ | ||
| 25 | assert hyper.best_para(objective_function)["x1"] in search_space["x1"] |
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| 26 | ||
| 27 | ||
| 28 | def test_search_space_1(): |
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| 29 | def objective_function(opt): |
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| 30 | score = -opt["x1"] * opt["x1"] |
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| 31 | return score |
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| 32 | ||
| 33 | search_space = { |
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| 34 | "x1": list(np.arange(0, 0.003, 0.001)), |
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| 35 | } |
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| 36 | ||
| 37 | hyper = Hyperactive() |
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| 38 | hyper.add_search( |
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| 39 | objective_function, |
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| 40 | search_space, |
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| 41 | n_iter=15, |
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| 42 | ) |
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| 43 | hyper.run() |
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| 44 | ||
| 45 | assert isinstance(hyper.search_data(objective_function), pd.DataFrame) |
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| 46 | assert hyper.best_para(objective_function)["x1"] in search_space["x1"] |
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| 47 | ||
| 48 | ||
| 49 | def test_search_space_2(): |
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| @@ 7-25 (lines=19) @@ | ||
| 4 | from hyperactive import Hyperactive |
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| 5 | ||
| 6 | ||
| 7 | def test_search_space_0(): |
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| 8 | def objective_function(opt): |
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| 9 | score = -opt["x1"] * opt["x1"] |
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| 10 | return score |
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| 11 | ||
| 12 | search_space = { |
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| 13 | "x1": list(range(0, 3, 1)), |
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| 14 | } |
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| 15 | ||
| 16 | hyper = Hyperactive() |
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| 17 | hyper.add_search( |
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| 18 | objective_function, |
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| 19 | search_space, |
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| 20 | n_iter=15, |
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| 21 | ) |
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| 22 | hyper.run() |
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| 23 | ||
| 24 | assert isinstance(hyper.search_data(objective_function), pd.DataFrame) |
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| 25 | assert hyper.best_para(objective_function)["x1"] in search_space["x1"] |
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| 26 | ||
| 27 | ||
| 28 | def test_search_space_1(): |
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