nanikanizer

An neural network library for C++

Features

• Expression-based network description
• Header-only
  #include <nanikanizer/nanikanizer.hpp>

Expressions

• Four Arithmetic Operations
• Abs, Square, Square Root
• Sum, Min, Max, Norm, Squared Norm
• Sigmoid, Tanh, ReLU, Softmax
• Cross-Entropy Error
• Matrix Production, Matrix Transpose
• Convolution, Padding, Spacing, Skipping
• Max-Pooling, Sum-Pooling
• Depth Concat, Depth Mean
• Dropout

Optimizers

• SGD
• AdaGrad
• RMSProp
• AdaDelta
• Adam

Requirements

Supported Compilers

• Clang (>= 3.7.0)
• Visual Studio 2015

External Libraries

• Boost C++ Libraries (>= 1.60.0)
• Catch (for test)

License

The BSD 3-Clause License (see LICENSE)