Update hyperopt.py
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@ -430,6 +430,7 @@ class Hyperopt:
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asked_non_tried: List[List[Any]] = []
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while i < 100 and len(asked_non_tried) < n_points:
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if i < 3:
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self.opt.cache_ = {}
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asked = self.opt.ask(n_points=n_points)
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else:
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asked = self.opt.space.rvs(n_samples=n_points * 5)
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@ -438,7 +439,7 @@ class Hyperopt:
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and x not in asked_non_tried]
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i += 1
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if asked_non_tried:
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return asked_non_tried[:n_points]
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return asked_non_tried[:min(len(asked_non_tried), n_points)]
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else:
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return self.opt.ask(n_points=n_points)
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