SimonBlanke /
Hyperactive
| @@ 115-124 (lines=10) @@ | ||
| 112 | ) |
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| 113 | ||
| 114 | ||
| 115 | def test_StochasticTunnelingOptimizer(): |
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| 116 | opt = Hyperactive(X, y, memory=memory) |
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| 117 | opt.search(search_config, n_iter=n_iter, optimizer="StochasticTunneling") |
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| 118 | ||
| 119 | for start_temp in [0.1, 1, 10]: |
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| 120 | opt = Hyperactive(X, y, memory=memory) |
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| 121 | opt.search( |
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| 122 | search_config, |
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| 123 | n_iter=n_iter, |
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| 124 | optimizer={"StochasticTunneling": {"start_temp": start_temp}}, |
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| 125 | ) |
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| 126 | ||
| 127 | ||
| @@ 102-111 (lines=10) @@ | ||
| 99 | ) |
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| 100 | ||
| 101 | ||
| 102 | def test_SimulatedAnnealingOptimizer(): |
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| 103 | opt = Hyperactive(X, y, memory=memory) |
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| 104 | opt.search(search_config, n_iter=n_iter, optimizer="SimulatedAnnealing") |
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| 105 | ||
| 106 | for start_temp in [0.1, 1, 10]: |
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| 107 | opt = Hyperactive(X, y, memory=memory) |
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| 108 | opt.search( |
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| 109 | search_config, |
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| 110 | n_iter=n_iter, |
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| 111 | optimizer={"SimulatedAnnealing": {"start_temp": start_temp}}, |
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| 112 | ) |
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| 113 | ||
| 114 | ||
| @@ 89-98 (lines=10) @@ | ||
| 86 | ) |
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| 87 | ||
| 88 | ||
| 89 | def test_RandomAnnealingOptimizer(): |
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| 90 | opt = Hyperactive(X, y, memory=memory) |
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| 91 | opt.search(search_config, n_iter=n_iter, optimizer="RandomAnnealing") |
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| 92 | ||
| 93 | for start_temp in [0.1, 1, 10]: |
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| 94 | opt = Hyperactive(X, y, memory=memory) |
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| 95 | opt.search( |
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| 96 | search_config, |
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| 97 | n_iter=n_iter, |
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| 98 | optimizer={"RandomAnnealing": {"start_temp": start_temp}}, |
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| 99 | ) |
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| 100 | ||
| 101 | ||
