Megalopolis

This repository contains the portable deep learning (deep neural networks) library implementation for .NET platform. This library is written by C#.

Features

• .NET Standard 2.0 library
• Code first modeling
• Dependency-free

Activation Functions

• ELU (Exponential linear unit)
• Hyperbolic tangent
• Identity
• ReLU (Rectified linear unit)
• SELU (Scaled exponential linear unit)
• Sigmoid
• Softmax
• SoftPlus
• Softsign

Layers

• Convolutional
• Dropout
• Fully connected
• Max pooling

Loss Functions

• Cross-entropy
• Mean squared error (MSE)

Optimizers

• AdaDelta
• AdaGrad
• Adam
• Momentum
• Nesterov
• RMSprop
• SGD