Page Index - chanchishing/Introduction-to-Deep-Learning GitHub Wiki
27 page(s) in this GitHub Wiki:
- Home
- 01 Sigmoid, ReLU and Softmax
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- 02 Matrix Representation of a Neural Net Layer
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- 03 Loss Function
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- 04 Forward and Back Propagation
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- 05 Gradient Descent Optimization
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- 06 Solutions to Overfitting (Neural Nets)
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- 07 Convolutional Neural Networks (CNNs) Idea
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- 08 Convolutional Neural Network (CNN) Operations
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- 08 Recurrent Neural Networks (RNN)
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- 09 Long Short Term Memory (LSMM) Recurrent Network
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- 10 Attention Mechanisms
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- 11 The Transformer Architecture (Encoder‐Decoder)
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- 12 Transformer Variants & Foundation Models
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