{"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 os, gc, pickle\nimport pandas as pd\nimport matplotlib.pyplot as plt\nimport numpy as np\nfrom colorama import Fore, Back, Style\nfrom matplotlib.ticker import MaxNLocator\n\nfrom sklearn.base import BaseEstimator, TransformerMixin\nfrom sklearn.model_selection import KFold\nfrom sklearn.preprocessing import StandardScaler, scale\nfrom sklearn.decomposition import PCA, TruncatedSVD\nfrom sklearn.dummy import DummyRegressor\nfrom sklearn.pipeline import make_pipeline, Pipeline\nfrom sklearn.linear_model import Ridge, LinearRegression, Lasso\nfrom sklearn.metrics import mean_squared_error\n\nimport scipy\nimport scipy.sparse\n\nimport gc\nimport pickle\nimport warnings\nwarnings.filterwarnings('ignore')","metadata":{"_kg_hide-input":true,"execution":{"iopub.status.busy":"2022-09-08T05:31:37.379094Z","iopub.execute_input":"2022-09-08T05:31:37.379601Z","iopub.status.idle":"2022-09-08T05:31:37.388297Z","shell.execute_reply.started":"2022-09-08T05:31:37.379561Z","shell.execute_reply":"2022-09-08T05:31:37.386705Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"!cp ../input/openproblem/submission_9.csv sub","metadata":{},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"","metadata":{},"execution_count":null,"outputs":[]}]}