ContentsIntroduction1. Brief description of the package capabilities 1.1. Initialization functions of neurons1.2. Activation functions of neurons1.3. Training methods1.4. Methods of regulation and stabilization1.5. Methods and parameters of training an RBM1.6. Methods and parameters of training a DNN2. Testing the quality of work of a DNN depending on the used parameters 2.1. Experiments 2.1.1. Input data (preparation)2.1.2. Basic model of comparison2.1.3. Structure of a DNN2.1.4. Variants of training With pretrainingWithout pretraining2.2. Result analysisConclusionApplication more...
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