SimonBlanke /
Hyperactive
| @@ 145-169 (lines=25) @@ | ||
| 142 | assert abs(best_score0 - best_score1) < err |
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| 143 | ||
| 144 | ||
| 145 | def test_random_state_2(): |
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| 146 | hyper0 = Hyperactive() |
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| 147 | hyper0.add_search( |
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| 148 | objective_function, |
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| 149 | search_space, |
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| 150 | n_iter=10, |
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| 151 | initialize={"random": 1}, |
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| 152 | random_state=1, |
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| 153 | ) |
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| 154 | hyper0.run() |
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| 155 | ||
| 156 | hyper1 = Hyperactive() |
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| 157 | hyper1.add_search( |
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| 158 | objective_function, |
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| 159 | search_space, |
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| 160 | n_iter=10, |
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| 161 | initialize={"random": 1}, |
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| 162 | random_state=10, |
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| 163 | ) |
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| 164 | hyper1.run() |
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| 165 | ||
| 166 | best_score0 = hyper0.best_score(objective_function) |
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| 167 | best_score1 = hyper1.best_score(objective_function) |
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| 168 | ||
| 169 | assert abs(best_score0 - best_score1) > err |
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| 170 | ||
| 171 | ||
| 172 | def test_no_random_state_0(): |
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| @@ 118-142 (lines=25) @@ | ||
| 115 | assert abs(best_score0 - best_score1) < err |
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| 116 | ||
| 117 | ||
| 118 | def test_random_state_1(): |
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| 119 | hyper0 = Hyperactive() |
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| 120 | hyper0.add_search( |
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| 121 | objective_function, |
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| 122 | search_space, |
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| 123 | n_iter=10, |
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| 124 | initialize={"random": 1}, |
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| 125 | random_state=10, |
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| 126 | ) |
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| 127 | hyper0.run() |
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| 128 | ||
| 129 | hyper1 = Hyperactive() |
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| 130 | hyper1.add_search( |
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| 131 | objective_function, |
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| 132 | search_space, |
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| 133 | n_iter=10, |
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| 134 | initialize={"random": 1}, |
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| 135 | random_state=10, |
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| 136 | ) |
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| 137 | hyper1.run() |
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| 138 | ||
| 139 | best_score0 = hyper0.best_score(objective_function) |
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| 140 | best_score1 = hyper1.best_score(objective_function) |
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| 141 | ||
| 142 | assert abs(best_score0 - best_score1) < err |
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| 143 | ||
| 144 | ||
| 145 | def test_random_state_2(): |
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| @@ 91-115 (lines=25) @@ | ||
| 88 | assert int(len(results) / n_jobs) != len(no_dup) |
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| 89 | ||
| 90 | ||
| 91 | def test_random_state_0(): |
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| 92 | hyper0 = Hyperactive() |
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| 93 | hyper0.add_search( |
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| 94 | objective_function, |
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| 95 | search_space, |
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| 96 | n_iter=10, |
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| 97 | initialize={"random": 1}, |
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| 98 | random_state=1, |
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| 99 | ) |
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| 100 | hyper0.run() |
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| 101 | ||
| 102 | hyper1 = Hyperactive() |
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| 103 | hyper1.add_search( |
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| 104 | objective_function, |
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| 105 | search_space, |
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| 106 | n_iter=10, |
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| 107 | initialize={"random": 1}, |
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| 108 | random_state=1, |
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| 109 | ) |
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| 110 | hyper1.run() |
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| 111 | ||
| 112 | best_score0 = hyper0.best_score(objective_function) |
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| 113 | best_score1 = hyper1.best_score(objective_function) |
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| 114 | ||
| 115 | assert abs(best_score0 - best_score1) < err |
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| 116 | ||
| 117 | ||
| 118 | def test_random_state_1(): |
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