{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"name":"python","version":"3.11.13","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"},"kaggle":{"accelerator":"none","dataSources":[{"sourceId":101849,"databundleVersionId":13093295,"isSourceIdPinned":false,"sourceType":"competition"},{"sourceId":262251601,"sourceType":"kernelVersion"}],"dockerImageVersionId":31089,"isInternetEnabled":false,"language":"python","sourceType":"notebook","isGpuEnabled":false}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"code","source":"! cp -r /kaggle/input/ariel-pred/ariel-2025 ariel-2025","metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","trusted":true,"execution":{"iopub.status.busy":"2025-09-17T06:32:20.866157Z","iopub.execute_input":"2025-09-17T06:32:20.866431Z","iopub.status.idle":"2025-09-17T06:32:21.480531Z","shell.execute_reply.started":"2025-09-17T06:32:20.866404Z","shell.execute_reply":"2025-09-17T06:32:21.479413Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"! export PYTHONPATH=\"$PYTHONPATH:/kaggle/input/ariel-pred/my-packages\" && echo $PYTHONPATH && cd ariel-2025/scripts && python s_values_scaled_sigma.py --input-data-folder /kaggle/input/ariel-data-challenge-2025 --calibrated-data-folder /kaggle/working/calibrated --submission-file /kaggle/working/submission.csv --multiplier 0.945 --mean-sigma 0.00075","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2025-09-17T06:32:25.943767Z","iopub.execute_input":"2025-09-17T06:32:25.944085Z","iopub.status.idle":"2025-09-17T06:33:39.239737Z","shell.execute_reply.started":"2025-09-17T06:32:25.944053Z","shell.execute_reply":"2025-09-17T06:33:39.238915Z"}},"outputs":[],"execution_count":null}]}