changes matern kernel param nu

fmfn · web-flow · commit c6c675a6b5f0 · 2017-02-13T09:24:50.000-05:00
Changes from matern nu=1.5 (once diff) to nu=2.5 (twice diff)
diff --git a/bayes_opt/bayesian_optimization.py b/bayes_opt/bayesian_optimization.py
@@ -57,7 +57,7 @@ def __init__(self, f, pbounds, verbose=1):
 
         # Internal GP regressor
         self.gp = GaussianProcessRegressor(
-            kernel=Matern(),
+            kernel=Matern(nu=2.5),
             n_restarts_optimizer=25,
         )
 

Original file line number	Diff line number	Diff line change
`@@ -57,7 +57,7 @@ def __init__(self, f, pbounds, verbose=1):`
`57`	`57`
`58`	`58`	`# Internal GP regressor`
`59`	`59`	`self.gp = GaussianProcessRegressor(`
`60`		`- kernel=Matern(),`
	`60`	`+ kernel=Matern(nu=2.5),`
`61`	`61`	`n_restarts_optimizer=25,`
`62`	`62`	`)`
`63`	`63`