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Hands-on mathematics for deep learning : build a solid mathematical foundation for training efficient deep neural networks /: build a solid mathematical foundation for training efficient deep neural networks. (2020)
Record Type:
Book
Title:
Hands-on mathematics for deep learning : build a solid mathematical foundation for training efficient deep neural networks /: build a solid mathematical foundation for training efficient deep neural networks. (2020)
Main Title:
Hands-on mathematics for deep learning : build a solid mathematical foundation for training efficient deep neural networks
Table of ContentsLinear AlgebraVector CalculusProbability and StatisticsOptimizationGraph TheoryLinear Neural NetworksFeedforward Neural NetworksRegularizationConvolutional Neural NetworksRecurrent Neural NetworksAttention MechanismsGenerative ModelsTransfer and Meta LearningGeometric Deep Learning.
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Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
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