svrg.hpp File Reference
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Classes | |
| class | SVRGType< UpdatePolicyType, DecayPolicyType > |
| Stochastic Variance Reduced Gradient is a technique for minimizing a function which can be expressed as a sum of other functions. More... | |
Namespaces | |
| mlpack | |
.hpp | |
| mlpack::optimization | |
Typedefs | |
| using | SVRG = SVRGType< SVRGUpdate, NoDecay > |
| Standard stochastic variance reduced gradient. More... | |
| using | SVRG_BB = SVRGType< SVRGUpdate, BarzilaiBorweinDecay > |
| Stochastic variance reduced gradient with Barzilai-Borwein. More... | |
Detailed Description
Stochastic variance reduced gradient (SVRG).
mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license. You should have received a copy of the 3-clause BSD license along with mlpack. If not, see http://www.opensource.org/licenses/BSD-3-Clause for more information.
Definition in file svrg.hpp.