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Diffuse filter and smoother

Marco Ratto requested to merge rattoma:diffuse_filter_and_smoother into master

Re-set default value for diffuse_kalman_tol to 1e-6, i.e. the most often used value (i.e. the one in univariate version); Extend use of diffuse_kalman_tol to likelihood/filters

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