mxsph/nnhelferlein.jl

Little helpers for neural networks in the Knet ecosystem

NNHelferlein.jl

Collection of little helpers to simplify various Machine Learning tasks (esp. building neural networks with Knet).

The German word Helferlein means something like little helper; please pronounce it like hell-fur-line.

The package follows mainly the Knet-style; i.e. all networks can be trained with the Knet-iterators, all layers can be used together with Knet-style quickly-self-written layers, all Knet-networks can be trained with tb_train!(), all data providers can be used together, ...

The high-level API makes its possible to define and train neural networks in less lines of code and even more intuitively as with high-level (Python-) frameworks.

See documentation and examples for a first intro.

Installation

The package can be installed with the package manager as:

] add NNHelferlein

or

using Pkg
Pkg.add("NNHelferlein")