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The documentation to the libnn project can be downloaded here as pdf-file. It covers API-specification, introduction of the most important functions used to build nets and/or train them with certain training methods and a short mathematical background of the implemented training methods.
But we warn you: As the libnn is still under construction, it is changing frequently. Be aware of always having an update documentation!
Moreover, the documentation is available as LaTeX-file which can be found in our main CVS repository.