From 1e10816f615cfbc776699f1310a48d35384815ab Mon Sep 17 00:00:00 2001
From: Artem <95905123+Bart990@users.noreply.github.com>
Date: Mon, 27 Oct 2025 01:07:01 +0300
Subject: [PATCH] fix normalize

---
 main.ipynb | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/main.ipynb b/main.ipynb
index 355251a..6b9f477 100644
--- a/main.ipynb
+++ b/main.ipynb
@@ -84,7 +84,7 @@
     "data = data.iloc[:85]\n",
     "# Стандартизация только числовых колонок (начиная со второй)\n",
     "numeric_cols = data.columns[1:]  # Все колонки кроме первой\n",
-    "data[numeric_cols] = (data[numeric_cols] - data[numeric_cols].mean(axis=0)) / data[numeric_cols].std(axis=0)\n",
+    "data[numeric_cols] = data[numeric_cols].apply(pd.to_numeric, errors='coerce').apply(lambda x: (x - x.mean()) / x.std())\n",
     "\n",
     "print('data:')\n",
     "print(data.head())\n",