EasyCNTK 0.4.0

C# library for easy Deep Learning and Deep Reinforcement Learning. It is wrapper over C# CNTK API. Has implementation of layers (LSTM, Convolution etc.), optimizers, losses, shortcut-connections, sequential model, sequential  multi-output model, agent teachers, policy gradients, actor-critic etc.
Contains helpers for work with dataset (split, statistics, SMOTE etc).
Allows train, evaluate and inference deep neural networks in style similar to Keras.

There is a newer version of this package available.
See the version list below for details.
Install-Package EasyCNTK -Version 0.4.0
dotnet add package EasyCNTK --version 0.4.0
<PackageReference Include="EasyCNTK" Version="0.4.0" />
For projects that support PackageReference, copy this XML node into the project file to reference the package.
paket add EasyCNTK --version 0.4.0
The NuGet Team does not provide support for this client. Please contact its maintainers for support.

Release Notes

Add model with multi outputs
Add PolicyGradietns agent teacher (Reinforcement Learning)
Add Actor-Critic agent teacher (Reinforcement Learning)
Small change public API for predict and fit methods (!!!)

GitHub repositories

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Version History

Version Downloads Last updated
0.4.2 254 8/28/2019
0.4.1 217 8/26/2019
0.4.0 174 8/23/2019
0.3.0 190 6/15/2019
0.2.0 230 6/1/2019