This is the implementation of Stochastic gradient descent algorithm, stochastic LBFGS algorithm given by "A Stochastic Quasi-Newton Method for Large-Scale Optimization" and improved stochastic LBFGS algorithm given by "A Linearly-Convergent Stochastic L-BFGS Algorithm"
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