20 lines
629 B
Python
20 lines
629 B
Python
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import pandas as pd
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from utils import *
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df = pd.read_pickle('data_final.p')
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df.to_csv('data_final.csv')
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print('DataFrame:')
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print(df)
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dataset_size, features, output_size, _ = dataframe_to_dataset_biomes(df)
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print('Biomes dataset:\n - size: {}\n - inputs: {}\n - outputs: {}\n'.format(dataset_size, features, output_size))
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dataset_size, features, output_size, _ = dataframe_to_dataset_temp_precip(df)
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print('Temp/Precip dataset:\n - size: {}\n - inputs: {}\n - outputs: {}\n'.format(dataset_size, features, output_size))
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# print('Normalized Data:')
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# print(normalize_df(df))
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# normalize_df(df).to_csv('data_normalized.csv')
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