# ==============================================================================

# Copyright 2014 Intel Corporation

#

# Licensed under the Apache License, Version 2.0 (the "License");

# you may not use this file except in compliance with the License.

# You may obtain a copy of the License at

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# http://www.apache.org/licenses/LICENSE-2.0

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# ==============================================================================

# daal4py SGD (Stochastic Gradient Descent) example for shared memory systems

# using Mean Squared Error objective function

from pathlib import Path

import numpy as np

from readcsv import pd_read_csv

import daal4py as d4p

def main(readcsv=pd_read_csv):

return res

if __name__ == "__main__":

res = main()

print("\nMinimum:\n", res.minimum)

print("\nNumber of iterations performed:\n", res.nIterations[0][0])

print("All looks good!")