Adding DAO for spectral images handling, as well as first implementation for MongoDB storage.
Adding Insert/Get operation on ModelService class for spectral images handling.
Adding corresponding method stubs on all interfaces that work with model services.
Changing signature for fingerprint command and command builder so that spectral images can be created from an audio file.
Adding new win form for neural hasher testing.
Adding network factory responsible for storing the neural network on local drive.
Network should not be responsible of creating itself.
Adding training set provider. This one will provide neural networks with required training data. A separate datasource has to be defined in order to process training data.
Adding binary output util test
Asserting that binary outputs are generated correctly.
Adding training data provider to generate correct training set.
Adding method which will be responsible of generating training set.
Minor refactorings.
Removing redundant classes.
Adding normalization strategy, which will normalize input/outputs according to activation function which is used internally.
Various renamings and minor refactorings.
Removing classes which are not used anymore.
Adding classes and methods for dynamic reordering.
Defining normalization strategy only for ActivationTANH function.
Additional changes in network trainer.