Update src/seismic_hazard_forecasting.py
This commit is contained in:
@@ -130,7 +130,7 @@ def calc_rates(act_rate, cps):
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for i in range(len(boundaries)-1)]
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for i in range(len(boundaries)-1)]
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return rt, boundaries
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return rt, boundaries
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def apply_beast(act_rate, **kwargs):
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def apply_beast(act_rate, *args):
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"""
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"""
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Applies BEAST to the smmothed rate data using different smoothing windows.
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Applies BEAST to the smmothed rate data using different smoothing windows.
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Input
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Input
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@@ -183,7 +183,7 @@ def apply_beast(act_rate, **kwargs):
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return beast_result, np.sort(cps)
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return beast_result, np.sort(cps)
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def bins_and_beast(dates, unit, bin_dur, multiplicator, **kwargs):
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def bins_and_beast(dates, unit, bin_dur, multiplicator, *args):
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start_date = dates.min()
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start_date = dates.min()
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end_date = dates.max()
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end_date = dates.max()
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@@ -224,7 +224,7 @@ def bins_and_beast(dates, unit, bin_dur, multiplicator, **kwargs):
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act_rate = [count / ((bin_edges[i + 1] - bin_edges[i]) * multiplicator / bin_dur)
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act_rate = [count / ((bin_edges[i + 1] - bin_edges[i]) * multiplicator / bin_dur)
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for i, count in enumerate(bin_counts)]
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for i, count in enumerate(bin_counts)]
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out, cps = apply_beast(act_rate, **kwargs)
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out, cps = apply_beast(act_rate, *args)
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if len(cps) > 0:
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if len(cps) > 0:
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rt, boundaries = calc_rates(act_rate, cps)
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rt, boundaries = calc_rates(act_rate, cps)
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@@ -617,7 +617,7 @@ verbose: {verbose}")
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#-------split the data into bins and apply BEAST for changepoint detection--------------------
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#-------split the data into bins and apply BEAST for changepoint detection--------------------
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act_rate, bin_counts, bin_edges, bin_edges_dt, out, cps, rt, boundaries, bin_dur, time_unit = bins_and_beast(
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act_rate, bin_counts, bin_edges, bin_edges_dt, out, cps, rt, boundaries, bin_dur, time_unit = bins_and_beast(
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np.array(datenum_data), time_unit, time_win_duration, multiplicator)
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np.array(datenum_data), time_unit, time_win_duration, multiplicator, tcp_max, torder_min, torder_max)
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#------Forecasted rate is taken from BEAST or is equal to last value if no changepoints detected-----
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#------Forecasted rate is taken from BEAST or is equal to last value if no changepoints detected-----
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if len(cps) > 0:
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if len(cps) > 0:
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