Update default half-normal prior

ziatdinovmax · Jan 4, 2024 · 6be811f · 6be811f
1 parent 834bde6
commit 6be811f
Showing 1 changed file with 1 addition and 1 deletion.
diff --git a/gpax/models/uigp.py b/gpax/models/uigp.py
@@ -110,7 +110,7 @@ def _sample_x(self, X):
         if self.sigma_x_prior_dist is not None:
             sigma_x_dist = self.sigma_x_prior_dist
         else:
-            sigma_x_dist = dist.HalfNormal(1)
+            sigma_x_dist = dist.HalfNormal(.1)
         sigma_x = numpyro.sample("sigma_x", sigma_x_dist)
         return numpyro.sample("X_prime", dist.Normal(X, sigma_x))