Commit 3c3518b2 authored by Philipp Arras's avatar Philipp Arras
Browse files

Update description

parent 6b98ae93
...@@ -19,13 +19,13 @@ ...@@ -19,13 +19,13 @@
############################################################################### ###############################################################################
# Variational Inference (VI) # Variational Inference (VI)
# #
# This script demonstrates how MGVI and GeoVI work for an inference problem # This script demonstrates how MGVI, GeoVI, MeanfieldVI and FullCovarianceVI
# with only two real quantities of interest. This enables us to plot the # work for an inference problem with only two real quantities of interest. This
# posterior probability density as two-dimensional plot. The approximate # enables us to plot the posterior probability density as two-dimensional plot.
# posterior samples are contrasted with the maximum-a-posterior (MAP) solution # The approximate posterior samples are contrasted with the maximum-a-posterior
# together with samples drawn with the Laplace method. This method uses the # (MAP) solution together with samples drawn with the Laplace method. This
# local curvature at the MAP solution as inverse covariance of a Gaussian # method uses the local curvature at the MAP solution as inverse covariance of
# probability density. # a Gaussian probability density.
############################################################################### ###############################################################################
import numpy as np import numpy as np
......
Markdown is supported
0% or .
You are about to add 0 people to the discussion. Proceed with caution.
Finish editing this message first!
Please register or to comment