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Commit d2c507f6 authored by Danilo Ferreira de Lima's avatar Danilo Ferreira de Lima
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Fixed KDE scoring.

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pes_to_spec/__init__.py
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...@@ -2,4 +2,4 @@ ...@@ -2,4 +2,4 @@
Estimate high-resolution photon spectrometer data from low-resolution non-invasive measurements. Estimate high-resolution photon spectrometer data from low-resolution non-invasive measurements.
""" """
VERSION = "0.0.8" VERSION = "0.0.9"
pes_to_spec/model.py
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...@@ -775,7 +775,7 @@ class Model(TransformerMixin, BaseEstimator): ...@@ -775,7 +775,7 @@ class Model(TransformerMixin, BaseEstimator):
q = np.quantile(intensity, [0.10, 0.90]) q = np.quantile(intensity, [0.10, 0.90])
l, h = q[0], q[1] l, h = q[0], q[1]
x = intensity*((intensity > l) & (intensity < h)) + l*(intensity <= l) + h*(intensity >= h) x = intensity*((intensity > l) & (intensity < h)) + l*(intensity <= l) + h*(intensity >= h)
log_prob = self.kde_xgm.score_samples(x) log_prob = self.kde_xgm.score_samples(x.reshape(-1, 1))
w = np.exp(-log_prob) w = np.exp(-log_prob)
w = w/np.median(w) w = w/np.median(w)
return w return w
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