hyperopt --min-trades parameter
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e1acf0a94d
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@ -325,6 +325,15 @@ class Arguments(object):
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type=Arguments.check_int_positive,
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metavar='INT',
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)
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parser.add_argument(
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'--min-trades',
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help="Set minimal desired number of trades for evaluations in the hyperopt "
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"optimization path (default: 1).",
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dest='hyperopt_min_trades',
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default=1,
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type=Arguments.check_int_positive,
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metavar='INT',
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)
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def _build_subcommands(self) -> None:
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"""
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@ -312,6 +312,10 @@ class Configuration(object):
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self._args_to_config(config, argname='hyperopt_random_state',
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logstring='Parameter --random-state detected: {}')
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self._args_to_config(config, argname='hyperopt_min_trades',
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logstring='Parameter --min-trades detected: {}')
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return config
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def _validate_config_schema(self, conf: Dict[str, Any]) -> Dict[str, Any]:
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@ -204,7 +204,11 @@ class Hyperopt(Backtesting):
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trade_count = len(results.index)
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trade_duration = results.trade_duration.mean()
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if trade_count == 0:
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# If this evaluation contains too short small amount of trades
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# to be interesting -- consider it as 'bad' (assign max. loss value)
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# in order to cast this hyperspace point away from optimization
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# path. We do not want to optimize 'hodl' strategies.
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if trade_count < self.config['hyperopt_min_trades']:
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return {
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'loss': MAX_LOSS,
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'params': params,
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