margls results

ade18baa · Azat Garifullin · 52f59592 · ade18baa · 52f59592 · ade18baa
Commit ade18baa authored Sep 09, 2020 by Azat Garifullin
--- a/data/matern_chain.pickle
+++ b/data/matern_chain.pickle
--- a/figs/margl/accepted.png
+++ b/figs/margl/accepted.png
--- a/figs/margl/l_hist.png
+++ b/figs/margl/l_hist.png
--- a/figs/margl/nlls.png
+++ b/figs/margl/nlls.png
--- a/figs/margl/nu_hist.png
+++ b/figs/margl/nu_hist.png
--- a/figs/margl/p_acceptances.png
+++ b/figs/margl/p_acceptances.png
--- a/figs/margl/sigma_hist.png
+++ b/figs/margl/sigma_hist.png
--- a/random_fields.py
+++ b/random_fields.py
@@ -163,8 +163,8 @@ def gibbs_within_metropolis(initial_theta, observed_field, noise_sigma,

 def metropolis_sample_matern_theta(initial_theta, proposal_cov, observed_field,
                                   dist_mtx, noise_sigma,
-                                   n_samples=10, burn_in=0,
-                                   adaptation_start=None,
+                                   n_samples=10000, burn_in=1000,
+                                   adaptation_start=1,
                                   lower=None, upper=None):
    chain = []
    nlls = []