def __init__(self, exclude=None):
super(DOSFeaturizers, self).__init__(exclude=exclude)
self._best_featurizers = [
dosf.DOSFeaturizer(),
dosf.DopingFermi(),
dosf.Hybridization()
]
def express(self):
fs = [
dosf.DOSFeaturizer(),
dosf.DopingFermi(),
dosf.Hybridization(),
dosf.DosAsymmetry()
]
return self._get_featurizers(fs)
def __init__(self, exclude=None):
super(DOSFeaturizers, self).__init__(exclude=exclude)
# Best featurizers work on the entire DOS
self._best_featurizers = [
dosf.DOSFeaturizer(),
dosf.DopingFermi(),
dosf.Hybridization(),
dosf.DosAsymmetry()
]
self._site_featurizers = [dosf.SiteDOS()]
def debug(self):
return self._get_featurizers([dosf.DOSFeaturizer()])