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Neural network modelling is a computational approach that mimics the way human brains work to identify patterns and make decisions based on complex data sets.
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Typically, organizations and researchers that develop neural networks for applications in machine learning and artificial intelligence are required to document and file their neural network models.
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Filling out neural network modelling involves defining the architecture of the network, specifying the data used for training, detailing preprocessing steps, and documenting the evaluation metrics employed.
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Information that must be reported includes model architecture, training datasets, performance metrics, and any ethical considerations associated with the model.
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