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Update utils.py #19

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962b5a8
Update utils.py
loicduffar Oct 13, 2021
7d2dd78
Update utils.py
loicduffar Oct 13, 2021
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3 changes: 2 additions & 1 deletion standard_precip/utils.py
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Original file line number Diff line number Diff line change
Expand Up @@ -69,12 +69,13 @@ def best_fit_distribution(data: np.array, dist_list: list, fit_type: str='lmom',
sse: dict (key - distribution, value - sum of square error)
The sum of the squares error between fitted distribution and pdf.
'''
from standard_precip.lmoments import distr
y, x = np.histogram(data, bins=bins, normed=True)
x = (x + np.roll(x, -1))[:-1] / 2.0

sse = {}
fig, ax = plt.subplots()
ax.bar(x, y, width=0.5, align='center', color='b', alpha=0.5, label='data')
ax.scatter(x, y, color='b', alpha=1, label='data')

for dist_name in dist_list:
distrb = getattr(distr, dist_name)
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