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Variance reduction of Stochastic Gradient Descent

Implementation of S2GD,S2GD+,SAGA and SGD. Comparison of the algorithms.

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Implementation of S2GD and S2GD+ and comparison with others algorithms (GD,SGD,SAG).

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