[SQUASH] Oopsies.
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@ -7,10 +7,10 @@ from typing import Any, Callable, Dict, List
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from pandas import DataFrame
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from skopt.space import Categorical, Dimension, Integer, Real # noqa
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from freqtrade.exceptions import OperationalException
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from freqtrade.optimize.hyperopt_interface import IHyperOpt
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# noinspection PyUnresolvedReferences
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class HyperOptAuto(IHyperOpt):
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"""
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This class delegates functionality to Strategy(IHyperStrategy) and Strategy.HyperOpt classes.
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@ -2,7 +2,7 @@
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IHyperStrategy interface, hyperoptable Parameter class.
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This module defines a base class for auto-hyperoptable strategies.
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"""
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from typing import Iterator, Tuple, Any, Optional, Sequence
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from typing import Iterator, Tuple, Any, Optional, Sequence, Union
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from skopt.space import Integer, Real, Categorical
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@ -22,7 +22,8 @@ class BaseParameter(object):
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**kwargs):
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"""
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Initialize hyperopt-optimizable parameter.
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:param category: A parameter category. Can be 'buy' or 'sell'. This parameter is optional if parameter field
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:param category: A parameter category. Can be 'buy' or 'sell'. This parameter is optional if
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parameter field
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name is prefixed with 'buy_' or 'sell_'.
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:param kwargs: Extra parameters to skopt.space.(Integer|Real|Categorical).
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"""
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@ -37,6 +38,9 @@ class BaseParameter(object):
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def __repr__(self):
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return f'{self.__class__.__name__}({self.value})'
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def get_space(self, name: str) -> Union[Integer, Real, Categorical]:
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raise NotImplementedError()
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class IntParameter(BaseParameter):
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default: int
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@ -49,7 +53,8 @@ class IntParameter(BaseParameter):
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Initialize hyperopt-optimizable parameter.
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:param space: Optimization space, [min, max].
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:param default: A default value.
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:param category: A parameter category. Can be 'buy' or 'sell'. This parameter is optional if parameter field
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:param category: A parameter category. Can be 'buy' or 'sell'. This parameter is optional if
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parameter field
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name is prefixed with 'buy_' or 'sell_'.
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:param kwargs: Extra parameters to skopt.space.Integer.
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"""
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@ -76,7 +81,8 @@ class FloatParameter(BaseParameter):
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Initialize hyperopt-optimizable parameter.
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:param space: Optimization space, [min, max].
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:param default: A default value.
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:param category: A parameter category. Can be 'buy' or 'sell'. This parameter is optional if parameter field
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:param category: A parameter category. Can be 'buy' or 'sell'. This parameter is optional if
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parameter field
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name is prefixed with 'buy_' or 'sell_'.
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:param kwargs: Extra parameters to skopt.space.Real.
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"""
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