Refactor training loop from script to class #26
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Description
This PR refactors the training loop from a script to a class in order to improve organization and reusability. The existing code in
src/main.py
is refactored into a new class namedMNISTTrainer
. TheNet
class is also updated to include atrain
method that utilizes theMNISTTrainer
class.Summary of Changes
MNISTTrainer
insrc/main.py
to handle the loading, preprocessing, and training of the MNIST data.__init__
method ofMNISTTrainer
.train
method toMNISTTrainer
that contains the training loop for the model.Net
class insrc/main.py
to include atrain
method that creates an instance ofMNISTTrainer
and calls itstrain
method.predict
function insrc/api.py
to use the newtrain
method of theNet
class.Please review and merge this PR. Thank you!
Fixes #6.
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