dannet online with Winfy

We have hosted the application dannet in order to run this application in our online workstations with Wine or directly.

Quick description about dannet:

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 independent 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
• Independent 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++.
Categories: