We have hosted the application dannet to run in windows online over linux online in order to run this application in our online workstations with Wine or directly.
Quick description about dannet to run in windows online over linux online:
DaNNet is a C++ deep neural network library using the Armadillo library as a base. It is intended to be a small and easy to use framework with no other dependencies than Armadillo. It uses layer-wise optimization giving you full flexibility to train your network.Features:
- Layers: Input, Dense, Convolution, Pool, Batch norm, Dropout, Cost
- Activations: Sigmoid, tanh, ReLU, LReLU, softplus, softmax
- Layer-wise optimizations
- Optimizers; SGD, Nesterov, ADAM, RMSprop, ADAdelta, ADAgrad, ADAmax
- Regularizations: LASSO, ridge, elastic net
- MNIST import support
Audience: Information Technology, Science/Research, Advanced End Users, Developers.
Programming Language: C++.
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