diff --git a/.DS_Store b/.DS_Store
index c36de7a..ff95e1b 100644
Binary files a/.DS_Store and b/.DS_Store differ
diff --git a/notebooks/mushroom_analysis.ipynb b/notebooks/mushroom_analysis.ipynb
index 93ea58c..9487268 100644
--- a/notebooks/mushroom_analysis.ipynb
+++ b/notebooks/mushroom_analysis.ipynb
@@ -2,246 +2,19 @@
"cells": [
{
"cell_type": "code",
- "execution_count": 1,
+ "execution_count": 2,
"id": "45bdce35",
"metadata": {},
"outputs": [
{
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Feature data: (8124, 22)\n",
- "Target data: (8124,)\n"
- ]
- },
- {
- "data": {
- "text/html": [
- "
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- "\n",
- "
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- " \n",
- " \n",
- " | \n",
- " cap_shape | \n",
- " cap_surface | \n",
- " cap_color | \n",
- " bruises | \n",
- " odor | \n",
- " gill_attachment | \n",
- " gill_spacing | \n",
- " gill_size | \n",
- " gill_color | \n",
- " stalk_shape | \n",
- " ... | \n",
- " stalk_surface_below_ring | \n",
- " stalk_color_above_ring | \n",
- " stalk_color_below_ring | \n",
- " veil_type | \n",
- " veil_color | \n",
- " ring_number | \n",
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- "metadata": {},
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- "output_type": "stream",
- "text": [
- "class\n",
- "e 4208\n",
- "p 3916\n",
- "Name: count, dtype: int64\n"
+ "ename": "ModuleNotFoundError",
+ "evalue": "No module named 'sklearn'",
+ "output_type": "error",
+ "traceback": [
+ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+ "\u001b[0;31mModuleNotFoundError\u001b[0m Traceback (most recent call last)",
+ "Cell \u001b[0;32mIn[2], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01msklearn\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mdatasets\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m fetch_openml\n\u001b[1;32m 3\u001b[0m mushroom \u001b[38;5;241m=\u001b[39m fetch_openml(data_id\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m43922\u001b[39m, as_frame\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m)\n\u001b[1;32m 5\u001b[0m X \u001b[38;5;241m=\u001b[39m mushroom\u001b[38;5;241m.\u001b[39mdata\n",
+ "\u001b[0;31mModuleNotFoundError\u001b[0m: No module named 'sklearn'"
]
}
],
@@ -262,23 +35,19 @@
},
{
"cell_type": "code",
- "execution_count": 2,
+ "execution_count": 3,
"id": "69e1a254",
"metadata": {},
"outputs": [
{
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Missing cells: 0\n",
- "Rows with missing cells: 0\n",
- "stalk_root\n",
- "b 3776\n",
- "? 2480\n",
- "e 1120\n",
- "c 556\n",
- "r 192\n",
- "Name: count, dtype: int64\n"
+ "ename": "NameError",
+ "evalue": "name 'X' is not defined",
+ "output_type": "error",
+ "traceback": [
+ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+ "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)",
+ "Cell \u001b[0;32mIn[3], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mMissing cells:\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[43mX\u001b[49m\u001b[38;5;241m.\u001b[39misna()\u001b[38;5;241m.\u001b[39msum()\u001b[38;5;241m.\u001b[39msum())\n\u001b[1;32m 2\u001b[0m \u001b[38;5;28mprint\u001b[39m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mRows with missing cells:\u001b[39m\u001b[38;5;124m\"\u001b[39m, X\u001b[38;5;241m.\u001b[39misna()\u001b[38;5;241m.\u001b[39many(axis\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m1\u001b[39m)\u001b[38;5;241m.\u001b[39msum())\n\u001b[1;32m 3\u001b[0m \u001b[38;5;28mprint\u001b[39m(X[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mstalk_root\u001b[39m\u001b[38;5;124m\"\u001b[39m]\u001b[38;5;241m.\u001b[39mvalue_counts(dropna\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m))\n",
+ "\u001b[0;31mNameError\u001b[0m: name 'X' is not defined"
]
}
],
@@ -290,10 +59,18 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 1,
"id": "a3459b1e",
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "hello\n"
+ ]
+ }
+ ],
"source": [
"a = \"hello\"\n",
"print(a)"
@@ -302,7 +79,7 @@
],
"metadata": {
"kernelspec": {
- "display_name": ".venv (3.12.10)",
+ "display_name": ".venv (3.9.6)",
"language": "python",
"name": "python3"
},
@@ -316,7 +93,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.12.10"
+ "version": "3.9.6"
}
},
"nbformat": 4,