Building Blocks

  Last updated: May 2nd, 2020

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  • Functions and classes are grouped by script files, which are linked below section headers.
  • The CLS parameters in parentheses are those of __init__ .

Utils

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Parameter

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Data Block

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Data Bunch

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Data Augmentation

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Initialization

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Loss Functions

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Model

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Linear Layer

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Convolutional Layer

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Pooling Layer

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Batch Norm Layer

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Other Layers

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Sub Model

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Optimizer

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Model Training

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Callback

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Learner

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Stats Logging

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Hyperparameter Scheduling

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Early Stopping Callback

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Progress Bar

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Stateless Optimizer

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Stateful Optimizer

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LSTM

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GRU

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BLEU Score

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