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)