Commit 478db3fd authored by Philipp Arras's avatar Philipp Arras
Browse files

Minor documentation tweaks

parent ac8d494c
......@@ -380,13 +380,12 @@ def MetricGaussianKL(mean, hamiltonian, n_samples, mirror_samples, constants=[],
these occasions but rather the minimizer is told that the position it
has tried is not sensible.
Notes
-----
Note
----
The two lists `constants` and `point_estimates` are independent from each
other. It is possible to sample along domains which are kept constant
during minimization and vice versa.
DomainTuples should never be created using the constructor, but rather
via the factory function :attr:`make`!
See also
--------
`Metric Gaussian Variational Inference`, Jakob Knollmüller,
......@@ -475,15 +474,16 @@ def GeoMetricKL(mean, hamiltonian, n_samples, minimizer_samp, mirror_samples,
these occasions but rather the minimizer is told that the position it
has tried is not sensible.
Notes
-----
Note
----
The two lists `constants` and `point_estimates` are independent from each
other. It is possible to sample along domains which are kept constant
during minimization and vice versa.
DomainTuples should never be created using the constructor, but rather
via the factory function :attr:`make`!
Note on MPI and mirror_samples:
Note
----
As in MGVI, mirroring samples can help to stabilize the latent mean as it
reduces sampling noise. But unlike MGVI a mirrored sample involves an
additional solve of the non-linear transformation. Therefore, when using
......
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