Commit be037fd2 authored by Philipp Arras's avatar Philipp Arras
Browse files


parent b98cb6b5
Pipeline #97930 passed with stages
in 12 minutes and 42 seconds
......@@ -49,19 +49,16 @@ def density_estimator(domain, pad=1.0, cf_fluctuations=None, cf_azm_uniform=None
domain_padded = []
for d_scl, d in zip(dom_scaling, domain):
if not isinstance(d, ift.RGSpace) or d.harmonic:
te = (
f"unexpected domain encountered in `domain`: {domain}\n"
"expected a non-harmonic `ift.RGSpace`"
raise TypeError(te)
te = [f"unexpected domain encountered in `domain`: {domain}"]
te += "expected a non-harmonic `ift.RGSpace`"
raise TypeError("\n".join(te))
shape_padded = tuple((d_scl * np.array(d.shape)).astype(int))
domain_padded.append(ift.RGSpace(shape_padded, distances=d.distances))
domain_padded = ift.DomainTuple.make(domain_padded)
# Set up the signal model
prefix = "de_" # density estimator
azm_offset_mean = 0. # The zero-mode should be inferred only from the data
cfmaker = ift.CorrelatedFieldMaker(prefix)
azm_offset_mean = 0.0 # The zero-mode should be inferred only from the data
cfmaker = ift.CorrelatedFieldMaker("")
for i, d in enumerate(domain_padded):
if isinstance(cf_fluctuations, (list, tuple)):
cf_fl = cf_fluctuations[i]
......@@ -126,7 +123,7 @@ if __name__ == "__main__":
title="Ground Truth",
plot.add(ift.Field.from_raw(plotting_domain, data.val), title="Data")
plot.output(ny=1, nx=3, xsize=10, ysize=10, name=filename.format("setup"))
plot.output(ny=1, nx=3, xsize=10, ysize=3, name=filename.format("setup"))
print("Setup saved as", filename.format("setup"))
# Minimization parameters
......@@ -206,6 +203,5 @@ if __name__ == "__main__":
ift.Field.from_raw(plotting_domain_expanded, ift.sqrt(sc_unsliced.var).val),
title="Posterior Unsliced Standard Deviation",
filename_res = filename.format("results")
plot.output(ny=2, nx=2, xsize=15, ysize=15, name=filename_res)
print("Saved results as '{}'.".format(filename_res))
plot.output(xsize=15, ysize=15, name=filename.format("results"))
print("Saved results as", filename.format("results"))
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