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more fixes...
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@ -47,11 +47,13 @@ class SortinoHyperOptLossDaily(IHyperOptLoss):
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)
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total_profit = sum_daily["profit_percent_after_slippage"] - risk_free_rate
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total_downside = sum_daily['downside_returns'] - risk_free_rate
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expected_returns_mean = total_profit.mean()
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results['downside_returns'] = 0
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results.loc[total_profit < 0, 'downside_returns'] = results['profit_percent_after_slippage']
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down_stdev = results['downside_returns'].std()
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sum_daily['downside_returns'] = 0
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sum_daily.loc[total_profit < 0,
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'downside_returns'] = sum_daily['profit_percent_after_slippage']
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down_stdev = total_downside.std()
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if (down_stdev != 0.):
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sortino_ratio = expected_returns_mean / down_stdev * math.sqrt(days_in_year)
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@ -380,9 +380,9 @@ def test_sortino_loss_prefers_higher_profits(default_conf, hyperopt_results) ->
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def test_sortino_loss_daily_prefers_higher_profits(default_conf, hyperopt_results) -> None:
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results_over = hyperopt_results.copy()
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results_over['profit_percent'] = hyperopt_results['profit_percent'] * 2
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results_over['profit_percent_after_slippage'] = hyperopt_results['profit_percent_after_slippage'] * 2
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results_under = hyperopt_results.copy()
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results_under['profit_percent'] = hyperopt_results['profit_percent'] / 2
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results_under['profit_percent_after_slippage'] = hyperopt_results['profit_percent_after_slippage'] / 2
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default_conf.update({'hyperopt_loss': 'SortinoHyperOptLossDaily'})
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hl = HyperOptLossResolver.load_hyperoptloss(default_conf)
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