{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"name":"python","version":"3.10.12","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"},"kaggle":{"accelerator":"none","dataSources":[{"sourceId":81933,"databundleVersionId":9643020,"sourceType":"competition"},{"sourceId":10380257,"sourceType":"datasetVersion","datasetId":6420220}],"dockerImageVersionId":30822,"isInternetEnabled":false,"language":"python","sourceType":"notebook","isGpuEnabled":false}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"code","source":"#============================================\n# Data prepration\n#============================================\n\n!python /kaggle/input/data-prepration/cmi-prepare-data.py \\\n  --input_dir /kaggle/input/child-mind-institute-problematic-internet-use \\\n  --output_dir /kaggle/working \n","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-01-05T20:13:49.107202Z","iopub.execute_input":"2025-01-05T20:13:49.107571Z","iopub.status.idle":"2025-01-05T20:17:16.640628Z","shell.execute_reply.started":"2025-01-05T20:13:49.107543Z","shell.execute_reply":"2025-01-05T20:17:16.639492Z"},"collapsed":true,"jupyter":{"outputs_hidden":true}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"#============================================\n# Model Train\n#============================================\n\n!python /kaggle/input/data-prepration/cmi-train_code.py \\\n  --prep_script /kaggle/input/data-prepration/cmi-prepare-data.py \\\n  --prep_input_dir /kaggle/input/child-mind-institute-problematic-internet-use \\\n  --prep_output_dir /kaggle/working \\\n  --train_script_output_dir /kaggle/working","metadata":{"_uuid":"d589ce53-5b27-43d9-b476-f364a0c1f044","_cell_guid":"acdcdf2e-0531-4de0-b585-fb0a542b2dd6","trusted":true,"execution":{"iopub.status.busy":"2025-01-05T20:19:07.896861Z","iopub.execute_input":"2025-01-05T20:19:07.897257Z","iopub.status.idle":"2025-01-05T20:24:49.903188Z","shell.execute_reply.started":"2025-01-05T20:19:07.897226Z","shell.execute_reply":"2025-01-05T20:24:49.901997Z"},"jupyter":{"outputs_hidden":true},"collapsed":true},"outputs":[],"execution_count":null},{"cell_type":"code","source":"#============================================\n# Generate Predictions\n#============================================\n!python /kaggle/input/data-prepration/cmi-prediction_code.py \\\n  --prep_script /kaggle/input/data-prepration/cmi-prepare-data.py \\\n  --prep_input_dir /kaggle/input/child-mind-institute-problematic-internet-use \\\n  --prep_output_dir /kaggle/working \n","metadata":{"_uuid":"c2ac431a-09ee-4ad2-b2c7-eaa772a28b6f","_cell_guid":"c7f7ae7c-7abd-4e97-aae8-b1a03c219135","trusted":true,"execution":{"iopub.status.busy":"2025-01-05T20:25:23.039106Z","iopub.execute_input":"2025-01-05T20:25:23.039491Z","iopub.status.idle":"2025-01-05T20:28:47.729177Z","shell.execute_reply.started":"2025-01-05T20:25:23.039459Z","shell.execute_reply":"2025-01-05T20:28:47.727998Z"}},"outputs":[],"execution_count":null},{"cell_type":"markdown","source":"##","metadata":{"_uuid":"50042741-0e01-4936-9193-efd8054e85f8","_cell_guid":"34957d04-42c1-43ce-a3e2-7445d85c3139","trusted":true,"collapsed":false,"jupyter":{"outputs_hidden":false}}},{"cell_type":"code","source":"","metadata":{"_uuid":"e56c68f5-5676-47f3-8c0b-db88d8557fad","_cell_guid":"49641be7-a2a9-46b2-aceb-0a45fec24c13","trusted":true,"collapsed":false,"jupyter":{"outputs_hidden":false}},"outputs":[],"execution_count":null}]}