currennt to run in linux online online with Winfy

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

Quick description about currennt to run in linux online:

CURRENNT is a machine learning library for Recurrent Neural Networks (RNNs) which uses NVIDIA graphics cards to accelerate the computations.

The library implements uni- and bidirectional Long Short-Term Memory (LSTM) architectures and supports deep networks as well as very large data sets that do not fit into main memory.

Features:

• Uni- and bidirectional Long Short-Term Memory (LSTM) layers with forget gates and peepholes
• Feedforward layers with tanh, logistic sigmoid and softmax activation functions
• Deep neural network architectures supported
• Cached on-line learning from large data sets (training data does not need to fit in main memory)
• Reads training data from NetCDF files
• Gradient descent with momentum
• Supports on-line, batch and hybrid on-line/batch learning
• Minimization of cross-entropy and squared error objectives
• Supports regression and binary/multiclass classification tasks
• Training with input activation noise for improved generalization
• Autosave after each training epoch

Audience: Science/Research.
User interface: Command-line.
Programming Language: C++.

.