indicator_helpers: apply correct typehints
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31e2aa0f38
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@ -1,19 +1,19 @@
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from math import exp, pi, sqrt, cos
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import numpy
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import numpy as np
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import talib as ta
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from pandas import Series
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def went_up(series: Series) -> Series:
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def went_up(series: Series) -> bool:
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return series > series.shift(1)
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def went_down(series: Series) -> Series:
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def went_down(series: Series) -> bool:
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return series < series.shift(1)
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def ehlers_super_smoother(series: Series, smoothing: float = 6):
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def ehlers_super_smoother(series: Series, smoothing: float = 6) -> type(Series):
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magic = pi * sqrt(2) / smoothing
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a1 = exp(-magic)
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coeff2 = 2 * a1 * cos(magic)
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@ -29,7 +29,7 @@ def ehlers_super_smoother(series: Series, smoothing: float = 6):
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return filtered
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def fishers_inverse(series: Series, smoothing: float = 0):
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def fishers_inverse(series: Series, smoothing: float = 0) -> np.ndarray:
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""" Does a smoothed fishers inverse transformation.
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Can be used with any oscillator that goes from 0 to 100 like RSI or MFI """
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v1 = 0.1 * (series - 50)
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@ -37,4 +37,4 @@ def fishers_inverse(series: Series, smoothing: float = 0):
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v2 = ta.WMA(v1.values, timeperiod=smoothing)
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else:
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v2 = v1
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return (numpy.exp(2 * v2)-1) / (numpy.exp(2 * v2) + 1)
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return (np.exp(2 * v2)-1) / (np.exp(2 * v2) + 1)
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