Learn PyTorch by Examples (7): Language Model (II) - Implement Word-Level Language Model with Transformer23 September 2024·2958 words·14 minsMachine Learning PyTorch Deep Learning Attention Mechanism Machine Learning Neural Network Transformer Language Model
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Learn PyTorch by Examples (5): Sequence Prediction (II) -- Gated Recurrent Unit (GRU) and Long Short-Term Memory (LSTM)4 August 2024·2063 words·10 minsMachine Learning PyTorch Deep Learning Time Series Sequence Prediction Machine Learning Neural Network Recurrent Neural Network GRU LSTM
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Learn PyTorch by Examples (2): MNIST Handwritten Digit Recognition (II) -- Parameter Selection in Neural Network20 January 2024·2635 words·13 minsMachine Learning PyTorch Deep Learning MNIST Handwritten Digit Recognition Machine Learning Neural Network Parameter Selection Hyperparameter"
Learn PyTorch by Examples (1): MNIST Handwritten Digit Recognition (I) -- PyTorch Basics and Neural Network Basics15 January 2024·2911 words·6 minsMachine Learning PyTorch Machine Learning MNIST Handwritten Digit Recognition Deep Learning Neural Network
