shorten sqrtLasso.coef_ by 1 coef if an intercept is fitted

Author: mathurinm

skglm/experimental/sqrt_lasso.py

@@ -137,6 +137,7 @@ def fit(self, X, y):
         self.coef_ = self.path(X, y, alphas=[self.alpha])[1][0]
         if self.fit_intercept:
             self.intercept_ = self.coef_[-1]
+            self.coef_ = self.coef_[:-1]
         else:
             self.intercept_ = 0.
         return self