Add comments and docstrings to main.py and api.py

[sweep-nightly[bot]]

Description

This PR adds comments and docstrings to the main.py and api.py files in the src directory. The comments and docstrings enhance the readability and maintainability of the code by providing clear explanations of the purpose and functionality of each section of the code.

Summary of Changes

• In main.py:

  • Added a module-level docstring explaining the purpose of the script.
  • Added comments above the 'transform' variable explaining the purpose of each transformation.
  • Added a docstring to the 'Net' class explaining its purpose and structure.
  • Added comments above each fully connected layer in the 'Net' class explaining their functionality.
  • Added a docstring to the 'forward' method explaining its purpose and the transformations it applies.

• In api.py:

  • Added a module-level docstring explaining the purpose of the script.
  • Added comments above the 'model' variable explaining how the model is loaded and set to evaluation mode.
  • Added comments above the 'transform' variable explaining the purpose of each transformation.
  • Added a docstring to the 'predict' function explaining its purpose, input, and output.
  • Added comments within the 'predict' function explaining each step of the image preprocessing and prediction process.

Fixes #11.

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[sweep-nightly[bot]]

Sandbox Executions

• [X] Check src/main.py ✓

  Sandbox logs for https://github.com/sweepai/evals/commit/a0b3c179ae5d5c99b4df1d3a981ae7975acdd469

trunk fmt src/main.py || exit 0 1/4 ✓

 ✔ Formatted src/main.py
Re-checking autofixed files...

 ✔ Formatted src/main.py
Re-checking autofixed files...

Checked 1 file
✔ No issues
Run trunk upgrade to upgrade 1 linter

trunk check --fix --print-failures src/main.py 2/4 ✓

 ✔ Auto-fixed src/main.py
Re-checking autofixed files...

  ISSUES  
src/main.py:5:17
  5:17  high  `numpy` imported but unused                              ruff/F401
 65:5   high  Loop control variable `epoch` not used within loop body  ruff/B007
Checked 1 file
2 existing issues (2 auto-fixable)

if [[ $(echo "src/main.py" | grep 'test.*\.py$') ]]; then PYTHONPATH=. python src/main.py; else exit 0; fi 3/4 ✓

(nothing was outputted)

if [[ "src/main.py" == *test*.py ]]; then PYTHONPATH=. pytest src/main.py; else exit 0; fi 4/4 ✓

(nothing was outputted)

• [X] Check src/api.py ✓

  Sandbox logs for https://github.com/sweepai/evals/commit/480eb16f69c08c30b97d56f419f74b974cfd6cf0

trunk fmt src/api.py || exit 0 1/4 ✓

 ✔ Formatted src/api.py
Re-checking autofixed files...

 ✔ Formatted src/api.py
Re-checking autofixed files...

Checked 1 file
✔ No issues
Run trunk upgrade to upgrade 1 linter

trunk check --fix --print-failures src/api.py 2/4 ✓

  ISSUES  
src/api.py:30:38
 30:38  high  Do not perform function call `File` in argument defaults  ruff/B008
Checked 1 file
1 existing issue

if [[ $(echo "src/api.py" | grep 'test.*\.py$') ]]; then PYTHONPATH=. python src/api.py; else exit 0; fi 3/4 ✓

(nothing was outputted)

if [[ "src/api.py" == *test*.py ]]; then PYTHONPATH=. pytest src/api.py; else exit 0; fi 4/4 ✓

(nothing was outputted)

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Apply Sweep Rules to your PR?

• [ ] Apply: All docstrings and comments should be up to date.
• [ ] Apply: Code should be properly formatted and indented.
• [ ] Apply: Variable and function names should be descriptive and follow a consistent naming convention.
• [ ] 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.