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