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Building Blocks
Last updated: May 2
nd
, 2020
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Functions and classes are grouped by script files, which are linked below section headers.
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__init__
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Utils
source
Parameter
source
Data Block
source
Data Bunch
source
Data Augmentation
source
Initialization
source
Loss Functions
source
Model
source
Linear Layer
source
Convolutional Layer
source
Pooling Layer
source
Batch Norm Layer
source
Other Layers
source
Sub Model
source
Optimizer
source
Model Training
source
Callback
source
Learner
source
Stats Logging
source
Hyperparameter Scheduling
source
Early Stopping Callback
source
Progress Bar
source
Learning Rate Search
source
Stateless Optimizer
source
Stateful Optimizer
source
LSTM
source
GRU
source
BLEU Score
source
Utils
Parameter
Data Block
Data Bunch
Data Augmentation
Initialization
Loss Function
Model
Linear Layer
Convolutional Layer
Pooling Layer
Batch Norm Layer
Other Layers
Sub Model
Optimizer
Model Training
Callback
Learner
Stats Logging
Hyperparameter Scheduling
Early Stopping
Progress Bar
Learning Rate Search
Stateless Optimizer
Stateful Optimizer
LSTM
GRU
BLEU Score