From ce11216f074ce3b90f60efedeebbfd2f69a7dd48 Mon Sep 17 00:00:00 2001
From: Max Balandat <balandat@fb.com>
Date: Mon, 22 Apr 2019 15:56:14 -0700
Subject: [PATCH] Filter options in scipy minimize to avoid passing in the
 method as an option

Gets rid of the `OptimizeWarnings` issued in newer scipy versions if an unknown option is passed in
---
 botorch/gen.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/botorch/gen.py b/botorch/gen.py
index a2959cdf84..c114a39848 100644
--- a/botorch/gen.py
+++ b/botorch/gen.py
@@ -98,7 +98,7 @@ def f(x):
         jac=True,
         bounds=bounds,
         constraints=constraints,
-        options=options,
+        options={k: v for k, v in options.items() if k != "method"},
     )
     candidates = fix_features(
         X=torch.from_numpy(res.x)  # pyre-ignore [16]