From e27eb1fbdc0e71491e5223eb89716e92a9af0362 Mon Sep 17 00:00:00 2001
From: Fede <fraimondo@proton.me>
Date: Mon, 29 Apr 2024 18:15:45 +0300
Subject: [PATCH] Rollback pandas map to applymap until we remove support for
 py3.8

---
 julearn/transformers/confound_remover.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/julearn/transformers/confound_remover.py b/julearn/transformers/confound_remover.py
index c7d522c83..4a9327ebe 100644
--- a/julearn/transformers/confound_remover.py
+++ b/julearn/transformers/confound_remover.py
@@ -256,7 +256,7 @@ def _apply_threshold(self, residuals: pd.DataFrame) -> pd.DataFrame:
         if self.threshold is not None:
             # Accounting for correlated rounding errors for very small
             # residuals
-            residuals = residuals.map(  # type: ignore
+            residuals = residuals.applymap(  # type: ignore
                 lambda x: 0 if abs(x) <= self.threshold else x
             )
         return residuals