diff --git a/freqtrade/optimize/hyperopt_loss/hyperopt_loss_calmar.py b/freqtrade/optimize/hyperopt_loss/hyperopt_loss_calmar.py index 1f7f8488f..b8935b08e 100644 --- a/freqtrade/optimize/hyperopt_loss/hyperopt_loss_calmar.py +++ b/freqtrade/optimize/hyperopt_loss/hyperopt_loss_calmar.py @@ -5,8 +5,6 @@ This module defines the alternative HyperOptLoss class which can be used for Hyperoptimization. """ from datetime import datetime -from math import sqrt as msqrt -from typing import Any, Dict from pandas import DataFrame diff --git a/freqtrade/optimize/hyperopt_loss/hyperopt_loss_sharpe.py b/freqtrade/optimize/hyperopt_loss/hyperopt_loss_sharpe.py index aff4e5787..f6798b69a 100644 --- a/freqtrade/optimize/hyperopt_loss/hyperopt_loss_sharpe.py +++ b/freqtrade/optimize/hyperopt_loss/hyperopt_loss_sharpe.py @@ -6,13 +6,13 @@ Hyperoptimization. """ from datetime import datetime -import numpy as np from pandas import DataFrame from freqtrade.optimize.hyperopt import IHyperOptLoss from freqtrade.constants import Config from freqtrade.data.metrics import calculate_sharpe + class SharpeHyperOptLoss(IHyperOptLoss): """ Defines the loss function for hyperopt. diff --git a/freqtrade/optimize/hyperopt_loss/hyperopt_loss_sortino.py b/freqtrade/optimize/hyperopt_loss/hyperopt_loss_sortino.py index 1d9914f7f..64a332e9a 100644 --- a/freqtrade/optimize/hyperopt_loss/hyperopt_loss_sortino.py +++ b/freqtrade/optimize/hyperopt_loss/hyperopt_loss_sortino.py @@ -6,13 +6,13 @@ Hyperoptimization. """ from datetime import datetime -import numpy as np from pandas import DataFrame from freqtrade.optimize.hyperopt import IHyperOptLoss from freqtrade.constants import Config from freqtrade.data.metrics import calculate_sortino + class SortinoHyperOptLoss(IHyperOptLoss): """ Defines the loss function for hyperopt.