New jupyter notebook

.gitignore

@@ -0,0 +1,3 @@
+.venv/
+__pycache__/
+.ipynb_checkpoints/

notebooks/mushroom_analysis.ipynb

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+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "45bdce35",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Notebook is ready\n"
+     ]
+    }
+   ],
+   "source": [
+    "import pandas as pd\n",
+    "import sklearn\n",
+    "import shap\n",
+    "import xgboost\n",
+    "\n",
+    "print(\"Notebook is ready\")"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": ".venv (3.12.10)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.12.10"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}