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Merged
Supravisor merged 2 commits into from
Oct 2, 2026
Merged

Write files to working directory #22

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a99d49c
Write files to working directory
Supravisor Oct 2, 2026
022c734
Write files to working directory
Supravisor Oct 2, 2026
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12 changes: 9 additions & 3 deletions datasets/Titanic.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -10,7 +10,7 @@
},
{
"cell_type": "code",
"execution_count": 7,
"execution_count": 8,
"id": "ecd595e6-4de0-45f1-8022-92ad3c47e540",
"metadata": {},
"outputs": [
Expand All @@ -22,7 +22,8 @@
"Requirement already satisfied: numpy>=2.3.3 in /usr/local/python/3.14.2/lib/python3.14/site-packages (from pandas) (2.5.3)\n",
"Requirement already satisfied: python-dateutil>=2.8.2 in /home/codespace/.local/lib/python3.14/site-packages (from pandas) (2.9.0.post0)\n",
"Requirement already satisfied: six>=1.5 in /home/codespace/.local/lib/python3.14/site-packages (from python-dateutil>=2.8.2->pandas) (1.17.0)\n",
"Requirement already satisfied: numpy in /usr/local/python/3.14.2/lib/python3.14/site-packages (2.5.3)\n"
"Requirement already satisfied: numpy in /usr/local/python/3.14.2/lib/python3.14/site-packages (2.5.3)\n",
"Files successfully generated!\n"
]
}
],
Expand Down Expand Up @@ -55,7 +56,12 @@
"np.random.seed(42) \n",
"mask = np.random.rand(len(processed_df)) < 0.704\n",
"train_df = processed_df[mask]\n",
"eval_df = processed_df[~mask]"
"eval_df = processed_df[~mask]\n",
"\n",
"# Write files to working directory\n",
"train_df.to_csv('train.csv', index=False)\n",
"eval_df.to_csv('eval.csv', index=False)\n",
"print('Files successfully generated!')"
]
},
{
Expand Down
204 changes: 204 additions & 0 deletions datasets/eval.csv
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,204 @@
survived,sex,age,n_siblings_spouses,parch,fare,class,deck,embark_town,alone
1,female,38.0,1,0,71.2833,First,C,Cherbourg,n
1,female,26.0,0,0,7.925,Third,unknown,Southampton,y
1,female,27.0,0,2,11.1333,Third,unknown,Southampton,n
1,female,4.0,1,1,16.7,Third,G,Southampton,n
0,male,20.0,0,0,8.05,Third,unknown,Southampton,y
0,male,39.0,1,5,31.275,Third,unknown,Southampton,n
0,male,66.0,0,0,10.5,Second,unknown,Southampton,y
1,female,3.0,1,2,41.5792,Second,unknown,Cherbourg,n
1,female,19.0,0,0,7.8792,Third,unknown,Queenstown,y
0,female,18.0,1,0,17.8,Third,unknown,Southampton,n
1,female,5.0,1,2,27.75,Second,unknown,Southampton,n
0,male,19.0,0,0,8.1583,Third,unknown,Southampton,y
1,female,17.0,4,2,7.925,Third,unknown,Southampton,n
0,male,26.0,2,0,8.6625,Third,unknown,Southampton,n
0,male,32.0,0,0,10.5,Second,unknown,Southampton,y
0,male,21.0,0,0,73.5,Second,unknown,Southampton,y
1,male,29.0,0,0,9.5,Third,unknown,Southampton,y
1,female,23.0,3,2,263.0,First,C,Southampton,n
0,male,29.0,0,0,8.05,Third,unknown,Southampton,y
0,male,20.0,0,0,7.8542,Third,unknown,Southampton,y
0,male,59.0,0,0,7.25,Third,unknown,Southampton,y
0,male,71.0,0,0,34.6542,First,A,Cherbourg,y
1,male,23.0,0,1,63.3583,First,D,Cherbourg,n
1,female,34.0,0,1,23.0,Second,unknown,Southampton,n
0,male,33.0,0,0,8.6542,Third,unknown,Southampton,y
0,female,14.5,1,0,14.4542,Third,unknown,Cherbourg,n
0,female,20.0,1,0,9.825,Third,unknown,Southampton,n
0,male,70.5,0,0,7.75,Third,unknown,Queenstown,y
0,male,29.0,1,0,21.0,Second,unknown,Southampton,n
0,female,2.0,4,2,31.275,Third,unknown,Southampton,n
0,female,47.0,1,0,14.5,Third,unknown,Southampton,n
0,male,23.0,0,0,15.0458,Second,unknown,Cherbourg,y
1,female,22.0,0,0,7.75,Third,unknown,Southampton,y
1,female,24.0,1,0,15.85,Third,unknown,Southampton,n
0,male,18.0,0,0,11.5,Second,unknown,Southampton,y
0,male,19.0,1,1,36.75,Second,unknown,Southampton,n
0,female,9.0,2,2,34.375,Third,unknown,Southampton,n
0,male,42.0,0,0,13.0,Second,unknown,Southampton,y
0,male,51.0,0,0,12.525,Second,unknown,Southampton,y
1,female,16.0,0,0,7.7333,Third,unknown,Queenstown,y
0,male,30.0,0,0,8.05,Third,unknown,Southampton,y
0,female,45.0,1,4,27.9,Third,unknown,Southampton,n
0,male,21.0,0,0,7.925,Third,unknown,Southampton,y
0,male,56.0,0,0,30.6958,First,A,Cherbourg,y
0,male,36.0,0,0,7.8958,Third,unknown,Southampton,y
1,male,3.0,1,1,26.0,Second,F,Southampton,n
0,male,42.0,0,1,8.4042,Third,unknown,Southampton,n
0,male,28.0,0,0,9.5,Third,unknown,Southampton,y
1,male,26.0,0,0,18.7875,Third,unknown,Cherbourg,y
0,male,27.0,0,0,13.0,Second,unknown,Southampton,y
1,male,19.0,0,0,10.5,Second,unknown,Southampton,y
0,male,20.5,0,0,7.25,Third,unknown,Southampton,y
0,male,29.0,0,0,7.775,Third,unknown,Southampton,y
1,female,8.0,0,2,26.25,Second,unknown,Southampton,n
0,male,19.0,0,0,10.5,Second,unknown,Southampton,y
0,male,30.0,0,0,7.225,Third,unknown,Cherbourg,y
0,male,44.0,2,0,90.0,First,C,Queenstown,n
0,female,25.0,0,0,7.775,Third,unknown,Southampton,y
1,female,24.0,0,2,14.5,Second,unknown,Southampton,n
0,male,62.0,0,0,26.55,First,C,Southampton,y
0,male,16.0,4,1,39.6875,Third,unknown,Southampton,n
1,female,35.0,0,0,135.6333,First,C,Southampton,y
1,female,41.0,0,1,19.5,Second,unknown,Southampton,n
0,male,28.0,0,0,7.8542,Third,unknown,Southampton,y
1,male,19.0,0,0,8.05,Third,unknown,Southampton,y
1,male,30.0,0,0,9.5,Third,unknown,Southampton,y
1,female,19.0,1,0,91.0792,First,B,Cherbourg,n
0,female,2.0,1,2,151.55,First,C,Southampton,n
1,female,50.0,0,1,247.5208,First,B,Cherbourg,n
0,male,19.0,0,0,0.0,Third,unknown,Southampton,y
0,male,30.0,1,0,24.0,Second,unknown,Cherbourg,n
1,female,24.0,0,0,83.1583,First,C,Cherbourg,y
1,female,18.0,2,2,262.375,First,B,Cherbourg,n
0,female,26.0,1,1,26.0,Second,unknown,Southampton,n
1,female,26.0,0,0,7.8542,Third,unknown,Southampton,y
1,female,40.0,1,1,134.5,First,E,Cherbourg,n
1,female,36.0,0,0,135.6333,First,C,Cherbourg,y
1,female,31.0,1,1,20.525,Third,unknown,Southampton,n
1,female,16.0,0,1,57.9792,First,B,Cherbourg,n
1,female,41.0,0,0,134.5,First,E,Cherbourg,y
1,male,45.0,0,0,8.05,Third,unknown,Southampton,y
0,male,45.0,0,0,35.5,First,T,Southampton,y
1,male,2.0,1,1,26.0,Second,F,Southampton,n
0,male,25.0,0,0,13.0,Second,unknown,Southampton,y
1,female,40.0,0,0,13.0,Second,unknown,Southampton,y
1,male,3.0,1,1,15.9,Third,unknown,Southampton,n
0,male,30.0,0,0,7.25,Third,unknown,Southampton,y
0,male,18.0,1,0,6.4958,Third,unknown,Southampton,n
1,female,42.0,0,0,227.525,First,unknown,Cherbourg,y
1,female,1.0,0,2,15.7417,Third,unknown,Cherbourg,n
0,male,18.0,0,0,73.5,Second,unknown,Southampton,y
1,male,21.0,0,0,7.7958,Third,unknown,Southampton,y
0,male,28.0,2,0,7.925,Third,unknown,Southampton,n
1,female,28.0,0,0,12.65,Second,unknown,Southampton,y
0,female,21.0,1,0,9.825,Third,unknown,Southampton,n
0,male,28.0,1,0,15.85,Third,unknown,Southampton,n
1,female,33.0,1,0,90.0,First,C,Queenstown,n
0,female,10.0,0,2,24.15,Third,unknown,Southampton,n
0,male,64.0,1,4,263.0,First,C,Southampton,n
1,female,13.0,0,1,19.5,Second,unknown,Southampton,n
1,male,49.0,1,0,89.1042,First,C,Cherbourg,n
0,male,65.0,0,0,26.55,First,E,Southampton,y
1,female,50.0,0,0,10.5,Second,unknown,Southampton,y
1,female,33.0,1,2,27.75,Second,unknown,Southampton,n
0,female,22.0,0,0,9.8375,Third,unknown,Southampton,y
0,male,9.0,5,2,46.9,Third,unknown,Southampton,n
0,male,50.0,0,0,8.05,Third,unknown,Southampton,y
1,female,63.0,0,0,9.5875,Third,unknown,Southampton,y
0,male,58.0,0,0,29.7,First,B,Cherbourg,y
0,male,30.0,0,0,8.05,Third,unknown,Southampton,y
1,male,9.0,1,1,15.9,Third,unknown,Southampton,n
0,male,71.0,0,0,49.5042,First,unknown,Cherbourg,y
1,female,54.0,1,0,78.2667,First,D,Cherbourg,n
0,female,25.0,1,2,151.55,First,C,Southampton,n
0,male,17.0,0,0,8.6625,Third,unknown,Southampton,y
0,female,21.0,0,0,7.75,Third,unknown,Queenstown,y
1,female,16.0,0,0,86.5,First,B,Southampton,y
1,female,33.0,0,2,26.0,Second,unknown,Southampton,n
1,male,26.0,0,0,56.4958,Third,unknown,Southampton,y
1,female,54.0,1,0,59.4,First,unknown,Cherbourg,n
1,female,34.0,0,0,10.5,Second,F,Southampton,y
1,female,36.0,1,0,26.0,Second,unknown,Southampton,n
0,male,39.0,0,0,7.925,Third,unknown,Southampton,y
0,male,23.0,2,1,11.5,Second,unknown,Southampton,n
1,female,2.0,1,1,26.0,Second,unknown,Southampton,n
1,female,22.0,0,2,49.5,First,B,Cherbourg,n
1,male,32.0,1,0,26.0,Second,unknown,Southampton,n
1,male,17.0,0,2,110.8833,First,C,Cherbourg,n
0,male,27.0,0,0,26.0,Second,unknown,Southampton,y
0,male,62.0,0,0,26.55,First,unknown,Southampton,y
1,female,36.0,1,0,17.4,Third,unknown,Southampton,n
0,male,40.0,0,0,7.8958,Third,unknown,Southampton,y
0,male,28.0,0,0,13.5,Second,unknown,Southampton,y
0,male,24.0,2,0,24.15,Third,unknown,Southampton,n
1,male,32.0,0,0,7.8542,Third,unknown,Southampton,y
1,male,36.0,0,0,26.3875,First,E,Southampton,y
0,male,36.0,0,0,40.125,First,A,Cherbourg,y
0,male,47.0,0,0,15.0,Second,unknown,Southampton,y
0,male,35.0,0,0,7.125,Third,unknown,Southampton,y
0,male,47.0,0,0,7.25,Third,unknown,Southampton,y
0,male,36.0,1,1,24.15,Third,unknown,Southampton,n
1,male,49.0,1,0,56.9292,First,A,Cherbourg,n
0,male,44.0,0,0,8.05,Third,unknown,Southampton,y
0,male,30.0,0,0,7.8958,Third,unknown,Southampton,y
0,male,34.0,1,1,14.4,Third,unknown,Southampton,n
0,male,26.0,0,0,10.5,Second,unknown,Southampton,y
0,male,27.0,1,0,14.4542,Third,unknown,Cherbourg,n
1,male,80.0,0,0,30.0,First,A,Southampton,y
0,male,51.0,0,0,7.0542,Third,unknown,Southampton,y
0,male,32.0,0,0,7.925,Third,unknown,Southampton,y
0,male,20.0,0,0,7.8542,Third,unknown,Southampton,y
1,female,24.0,0,0,69.3,First,B,Cherbourg,y
0,female,2.0,3,2,27.9,Third,unknown,Southampton,n
1,female,0.75,2,1,19.2583,Third,unknown,Cherbourg,n
1,male,56.0,0,0,35.5,First,A,Cherbourg,y
1,female,23.0,0,0,7.55,Third,unknown,Southampton,y
0,male,24.0,2,0,73.5,Second,unknown,Southampton,n
0,female,32.0,1,1,15.5,Third,unknown,Queenstown,n
0,male,40.0,0,0,7.225,Third,unknown,Cherbourg,y
0,male,47.0,0,0,25.5875,First,E,Southampton,y
0,male,36.0,0,0,7.4958,Third,unknown,Southampton,y
1,female,40.0,1,1,39.0,Second,unknown,Southampton,n
0,male,31.0,1,0,52.0,First,B,Southampton,n
0,male,70.0,0,0,10.5,Second,unknown,Southampton,y
1,male,31.0,0,0,13.0,Second,unknown,Southampton,y
0,male,24.5,0,0,8.05,Third,unknown,Southampton,y
1,female,18.0,0,0,9.8417,Third,unknown,Southampton,y
0,female,43.0,1,6,46.9,Third,unknown,Southampton,n
0,male,14.0,5,2,46.9,Third,unknown,Southampton,n
0,male,25.0,0,0,7.225,Third,unknown,Cherbourg,y
0,male,52.0,0,0,13.5,Second,unknown,Southampton,y
0,male,42.0,0,0,7.65,Third,F,Southampton,y
0,male,25.0,0,0,7.7417,Third,unknown,Queenstown,y
0,male,39.0,0,0,26.0,Second,unknown,Southampton,y
0,male,19.0,0,0,7.65,Third,F,Southampton,y
0,male,33.0,0,0,7.775,Third,unknown,Southampton,y
0,male,34.0,0,0,13.0,Second,unknown,Southampton,y
0,male,50.0,0,0,13.0,Second,unknown,Southampton,y
0,male,20.0,0,0,8.6625,Third,unknown,Southampton,y
1,female,29.0,0,0,211.3375,First,B,Southampton,y
1,female,30.0,0,0,13.0,Second,unknown,Southampton,y
1,female,51.0,1,0,77.9583,First,D,Southampton,n
0,male,24.0,0,0,9.5,Third,unknown,Southampton,y
0,male,48.0,0,0,7.8542,Third,unknown,Southampton,y
0,male,18.0,0,0,7.75,Third,unknown,Southampton,y
1,female,5.0,0,0,12.475,Third,unknown,Southampton,y
0,male,8.0,4,1,29.125,Third,unknown,Queenstown,n
0,male,16.0,0,0,26.0,Second,unknown,Southampton,y
0,male,25.0,0,0,7.8958,Third,unknown,Southampton,y
0,male,39.0,0,0,13.0,Second,unknown,Southampton,y
0,male,39.0,0,0,24.15,Third,unknown,Southampton,y
0,male,31.0,1,1,37.0042,Second,unknown,Cherbourg,n
1,male,1.0,0,2,37.0042,Second,unknown,Cherbourg,n
0,male,16.0,0,0,10.5,Second,unknown,Southampton,y
0,male,42.0,0,0,7.55,Third,unknown,Southampton,y
0,male,4.0,4,2,31.275,Third,unknown,Southampton,n
0,male,74.0,0,0,7.775,Third,unknown,Southampton,y
0,female,9.0,1,1,15.2458,Third,unknown,Cherbourg,n
1,female,45.0,1,1,164.8667,First,unknown,Southampton,n
0,male,21.0,1,0,11.5,Second,unknown,Southampton,n
0,male,33.0,0,0,7.8958,Third,unknown,Southampton,y
0,male,28.0,0,0,10.5,Second,unknown,Southampton,y
0,male,27.0,0,0,13.0,Second,unknown,Southampton,y
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