{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"name":"python","version":"3.10.14","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"},"kaggle":{"accelerator":"none","dataSources":[{"sourceId":70367,"databundleVersionId":9188054,"sourceType":"competition"},{"sourceId":205970712,"sourceType":"kernelVersion"}],"dockerImageVersionId":30786,"isInternetEnabled":true,"language":"python","sourceType":"notebook","isGpuEnabled":false}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"code","source":"import pandas as pd\nimport numpy as np\nimport matplotlib.pyplot as plt\n%matplotlib inline","metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","trusted":true,"execution":{"iopub.status.busy":"2024-11-09T12:18:33.418334Z","iopub.execute_input":"2024-11-09T12:18:33.418937Z","iopub.status.idle":"2024-11-09T12:18:34.549409Z","shell.execute_reply.started":"2024-11-09T12:18:33.418871Z","shell.execute_reply":"2024-11-09T12:18:34.548372Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"ls /kaggle/input/ariel-signal-preprocessing/","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2024-11-09T12:18:40.385928Z","iopub.execute_input":"2024-11-09T12:18:40.386603Z","iopub.status.idle":"2024-11-09T12:18:41.683883Z","shell.execute_reply.started":"2024-11-09T12:18:40.386504Z","shell.execute_reply":"2024-11-09T12:18:41.682151Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"processed_data = np.load('/kaggle/input/ariel-signal-preprocessing/processed_train.npz')\nf_raw_train = processed_data['f_raw_train']\na_raw_train = processed_data['a_raw_train']\nf_raw_train.shape, a_raw_train.shape","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2024-11-09T10:51:52.114359Z","iopub.execute_input":"2024-11-09T10:51:52.115517Z","iopub.status.idle":"2024-11-09T10:51:54.830566Z","shell.execute_reply.started":"2024-11-09T10:51:52.115464Z","shell.execute_reply":"2024-11-09T10:51:54.829227Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"a_raw_train_mean = a_raw_train.mean(axis=-1)\na_raw_train_mean.shape","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2024-11-09T10:52:26.611174Z","iopub.execute_input":"2024-11-09T10:52:26.611786Z","iopub.status.idle":"2024-11-09T10:52:26.669372Z","shell.execute_reply.started":"2024-11-09T10:52:26.611734Z","shell.execute_reply":"2024-11-09T10:52:26.668042Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"","metadata":{"trusted":true},"outputs":[],"execution_count":null}]}