Refactor training loop from script to class #70
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Description
This PR refactors the training loop from a script to a class in order to improve modularity, readability, and testability. The training loop, which was previously located in the
main.py
file, has been encapsulated within a new class namedMNISTTrainer
. This class has methods for loading the MNIST data, preprocessing it, and training the model. Theapi.py
file has also been updated to import theMNISTTrainer
class instead of theNet
class.Summary of Changes
MNISTTrainer
inmain.py
load_data
define_model
train_model
for training the modelrun
to run the entire training processmain.py
to create an instance ofMNISTTrainer
and call therun
methodapi.py
to import theMNISTTrainer
classapi.py
to create an instance ofMNISTTrainer
and call therun
methodFixes #6.
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