{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"pygments_lexer":"ipython3","nbconvert_exporter":"python","version":"3.6.4","file_extension":".py","codemirror_mode":{"name":"ipython","version":3},"name":"python","mimetype":"text/x-python"}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"code","source":"import numpy as np # linear algebra\nimport pandas as pd # data processing, CSV file I/O (e.g. pd.read_csv)\nimport matplotlib.pyplot as plt\nimport seaborn as sns\nimport tensorflow\nfrom tensorflow import keras\nfrom keras import layers\n\n# Input data files are available in the read-only \"../input/\" directory\n# For example, running this (by clicking run or pressing Shift+Enter) will list all files under the input directory\n\nimport os\nfile_paths = []\nfor dirname, _, filenames in os.walk('/kaggle/input'):\n    for filename in filenames:\n        file_paths.append(os.path.join(dirname, filename))\nfile_paths = file_paths[-2:]","metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","execution":{"iopub.status.busy":"2022-07-22T06:41:53.082230Z","iopub.execute_input":"2022-07-22T06:41:53.082618Z","iopub.status.idle":"2022-07-22T06:41:53.520764Z","shell.execute_reply.started":"2022-07-22T06:41:53.082586Z","shell.execute_reply":"2022-07-22T06:41:53.519841Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# File paths\nfile_paths","metadata":{"execution":{"iopub.status.busy":"2022-07-22T06:36:36.652187Z","iopub.execute_input":"2022-07-22T06:36:36.652591Z","iopub.status.idle":"2022-07-22T06:36:36.659395Z","shell.execute_reply.started":"2022-07-22T06:36:36.652560Z","shell.execute_reply":"2022-07-22T06:36:36.658197Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# Read csv\ntrain = pd.read_csv(file_paths[0])\ntest = pd.read_csv(file_paths[1])\n\ntrain.head()","metadata":{"execution":{"iopub.status.busy":"2022-07-22T06:37:34.072494Z","iopub.execute_input":"2022-07-22T06:37:34.072897Z","iopub.status.idle":"2022-07-22T06:37:34.160466Z","shell.execute_reply.started":"2022-07-22T06:37:34.072857Z","shell.execute_reply":"2022-07-22T06:37:34.159304Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"# Plot our target value\nsns.histplot(data=train['SalePrice'], kde='true')","metadata":{"execution":{"iopub.status.busy":"2022-07-22T07:04:24.409069Z","iopub.execute_input":"2022-07-22T07:04:24.409951Z","iopub.status.idle":"2022-07-22T07:04:24.715030Z","shell.execute_reply.started":"2022-07-22T07:04:24.409908Z","shell.execute_reply":"2022-07-22T07:04:24.713896Z"},"trusted":true},"execution_count":null,"outputs":[]}]}