From 28dd0f3ac1675c31f732d0c0a7791b3305107c28 Mon Sep 17 00:00:00 2001
From: Mikkel Lykkegaard <mikkel@digilab.co.uk>
Date: Tue, 23 Jan 2024 17:17:18 +0000
Subject: [PATCH] Trip initilialisation of SBR of unbias=True, since it's
 incompatible

---
 pysindy/optimizers/sbr.py | 8 +++++++-
 1 file changed, 7 insertions(+), 1 deletion(-)

diff --git a/pysindy/optimizers/sbr.py b/pysindy/optimizers/sbr.py
index 7783bf872..35cc2be3b 100644
--- a/pysindy/optimizers/sbr.py
+++ b/pysindy/optimizers/sbr.py
@@ -81,9 +81,15 @@ def __init__(
         num_warmup: int = 1000,
         num_samples: int = 5000,
         mcmc_kwargs: Optional[dict] = None,
+        unbias: bool = False,
         **kwargs,
     ):
-        super().__init__(**kwargs)
+
+        if unbias:
+            raise ValueError("SBR is incompatible with unbiasing. Set unbias=False")
+
+        super().__init__(unbias=unbias, **kwargs)
+
         # set the hyperparameters
         self.sparsity_coef_tau0 = sparsity_coef_tau0
         self.slab_shape_nu = slab_shape_nu