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Deep Neural Network Builder

An open-source neural network builder for creating deep neural networks (DNNs) by combining different predefined layers together. The builder currently can construct only DNNs for solving classification problems using supervised learning.

How to use

  • Install CNTK 2.4.0 on your machine
  • Create new class, that implements AbstractModel
  • Override methods Before, GetNetworkDescriptor, GetLayers
  • Pass a path to a directory where you want to store network's checkpoints as a constructor parameter

Examples

You can find examples of different network models here