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PawelDopierala 2024-04-02 23:18:46 +02:00
parent e77989bf86
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data_processing.py
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import sklearn
from sklearn.model_selection import train_test_split
import pandas as pd
housing_price_dataset = pd.read_csv('housing_price_dataset.csv')
hp_train_test, hp_dev = sklearn.model_selection.train_test_split(housing_price_dataset, test_size=0.1)
hp_train, hp_test = sklearn.model_selection.train_test_split(hp_train_test, test_size=1000)
hp_train_test, hp_dev = train_test_split(housing_price_dataset, test_size=0.1)
hp_train, hp_test = train_test_split(hp_train_test, test_size=1000)
hp_train = pd.get_dummies(hp_train, columns=['Neighborhood'])
hp_dev = pd.get_dummies(hp_dev, columns=['Neighborhood'])