MAINT Fix typo in parameter name input_dtye -> input_dtype (#29259)

lesteve · web-flow · commit 3c9930b86ef4 · 2024-06-19T07:09:26.000+02:00
diff --git a/sklearn/linear_model/_stochastic_gradient.py b/sklearn/linear_model/_stochastic_gradient.py
@@ -332,12 +332,12 @@ def loss_function_(self):
         return self._loss_function_
 
 
-def _prepare_fit_binary(est, y, i, input_dtye):
+def _prepare_fit_binary(est, y, i, input_dtype):
     """Initialization for fit_binary.
 
     Returns y, coef, intercept, average_coef, average_intercept.
     """
-    y_i = np.ones(y.shape, dtype=input_dtye, order="C")
+    y_i = np.ones(y.shape, dtype=input_dtype, order="C")
     y_i[y != est.classes_[i]] = -1.0
     average_intercept = 0
     average_coef = None
@@ -432,7 +432,7 @@ def fit_binary(
     # if average is not true, average_coef, and average_intercept will be
     # unused
     y_i, coef, intercept, average_coef, average_intercept = _prepare_fit_binary(
-        est, y, i, input_dtye=X.dtype
+        est, y, i, input_dtype=X.dtype
     )
     assert y_i.shape[0] == y.shape[0] == sample_weight.shape[0]
 
