def fit(row, names, outliers=False, full=True):
""" Wrapper function of the exponential sinusoid fitting function """
return fit_data(row.values, names.iloc[row.name].sampling_period,
outliers=outliers, full=full)
def fit_full(row):
return fit_data(row.values, sampling_period, outliers=False, full=True)
def estimate_decaying_sinusoid(series, full=False):
""" Function to call the decaying sinusoid estimation """
sampling_period = (series.index[1] - series.index[0]) * 24.
return fit_data(series.values, sampling_period, full=full)