Rishi Dua
24 linhas
596 B
Python
24 linhas
596 B
Python
import time
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import sys
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import numpy
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import vector
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from sklearn.cross_validation import train_test_split
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usage = "yolo"
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if __name__ == "__main__":
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if (len(sys.argv)!=4):
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print usage
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else:
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file_x = sys.argv[1];
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file_y = sys.argv[2];
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file_y_test = sys.argv[3];
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X = numpy.genfromtxt(file_x, delimiter=' ')
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y = numpy.genfromtxt(file_y, delimiter=' ')
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X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.33, random_state=42)
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numpy.savetxt(file_y_test, y_test)
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numpy.savetxt("data/features_train.dat",X_train)
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numpy.savetxt("data/features_test.dat",X_test) |