katyusha.hpp File Reference
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Classes | |
| class | KatyushaType< Proximal > |
| Katyusha is a direct, primal-only stochastic gradient method which uses a "negative momentum" on top of Nesterov’s momentum. More... | |
Namespaces | |
| mlpack | |
.hpp | |
| mlpack::optimization | |
Typedefs | |
| using | Katyusha = KatyushaType< false > |
| Katyusha using the standard update step. More... | |
| using | KatyushaProximal = KatyushaType< true > |
| Katyusha using the proximal update step. More... | |
Detailed Description
Katyusha a direct, primal-only stochastic gradient method.
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 katyusha.hpp.