def __call__(self, data):
if data.X.shape[1] > 0:
# --- compute K
energies = np.sort(getx(data)) # input data can be in any order
start_idx, end_idx = extra_exafs.get_idx_bounds(
energies, self.edge, self.extra_from, self.extra_to)
k_interp, k_points = extra_exafs.get_K_points(
energies, self.edge, start_idx, end_idx)
# ----------
common = _ExtractEXAFSCommon(self.edge, self.extra_from,
self.extra_to, self.poly_deg,
self.kweight, self.m, k_interp,
data.domain)
newattrs = [
ContinuousVariable(name=str(var),
compute_value=ExtractEXAFSFeature(
i, common))
for i, var in enumerate(k_interp)
]
else:
newattrs = []
domain = Orange.data.Domain(newattrs, data.domain.class_vars,
data.domain.metas)
return data.transform(domain)
def __call__(self, data):
if data.X.shape[1] > 0:
# --- compute K
energies = np.sort(getx(data)) # input data can be in any order
start_idx, end_idx = extra_exafs.get_idx_bounds(energies, self.edge,
self.extra_from, self.extra_to)
k_interp, k_points = extra_exafs.get_K_points(energies, self.edge,
start_idx, end_idx)
# ----------
common = _ExtractEXAFSCommon(self.edge, self.extra_from, self.extra_to,
self.poly_deg, self.kweight, self.m, k_interp,
data.domain)
newattrs = [ContinuousVariable(name=str(var),
compute_value=ExtractEXAFSFeature(i, common))
for i, var in enumerate(k_interp)]
else:
newattrs = []
domain = Orange.data.Domain(newattrs, data.domain.class_vars, data.domain.metas)
return data.transform(domain)