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Add CNN class for MNIST handling and import it to main.py #92

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Description

This PR adds a new CNN class in the src/cnn.py file to handle the MNIST dataset. The CNN class is implemented using PyTorch and includes methods for defining the architecture, training the model, and making predictions. The main.py file is modified to import the CNN class and use it to train a model on the MNIST dataset.

Summary of Changes

  • Created a new file src/cnn.py to contain the CNN class.
  • Imported necessary PyTorch modules in src/cnn.py.
  • Defined the CNN class with an appropriate architecture for the MNIST dataset.
  • Implemented methods for initializing the CNN, performing the forward pass, training the model, and making predictions.
  • Added docstrings and comments to the code, following the user's preferences.
  • Modified src/main.py to import the CNN class.
  • Instantiated the CNN class and used it to train a model on the MNIST dataset.
  • Updated docstrings and comments in src/main.py to reflect the changes made.

Please review and merge this PR.

Fixes #9.


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sweep-nightly bot commented Oct 23, 2023

Rollback Files For Sweep

  • Rollback changes to src/main.py
  • Rollback changes to src/cnn.py

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  • Apply: All docstrings and comments should be up to date.
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  • Apply: Imports should be organized and grouped together.
  • Apply: There should be no unused imports or variables.
  • Apply: Code should be properly commented and include docstrings for functions and classes.

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Sweep: add a new cnn class that defines AND trains the cnn to handle mnist in cnn.py and import it to main.py
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