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this is an implementation of some variants of stochastic gradient algorithms and online learning algorithms including Adagrad, Adam, SVRG, SVRG-BB, FTRL on MNIST and Covertype datesets. and there are also something maybe helpful about convex optimization algorithms in my zhihu, the URL: https://zhuanlan.zhihu.com/p/34174603
Kasey0727/stochastic-optimization
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this is an implementation of some variants of stochastic gradient algorithms and online learning algorithms including Adagrad, Adam, SVRG, SVRG-BB, FTRL on MNIST and Covertype datesets. and there are also something maybe helpful about convex optimization algorithms in my zhihu, the URL: https://zhuanlan.zhihu.com/p/34174603
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