Description:
To ensure the reliability and correctness of the analysis results, we need a comprehensive test suite. This will involve writing unit tests for individual functions and integration tests for the full pipeline.
Tasks
[ ] Set up a testing framework (e.g., pytest).
[ ] Write unit tests for all functions in core/utils.py.
[ ] Write unit tests for the model training and evaluation logic in core/model_training.py and core/model_evaluation.py.
[ ] Create integration tests that run the full analysis pipeline on small, synthetic datasets.
[ ] Set up a CI/CD pipeline (e.g., using GitHub Actions) to run the tests automatically on each push and pull request.
Description:
To ensure the reliability and correctness of the analysis results, we need a comprehensive test suite. This will involve writing unit tests for individual functions and integration tests for the full pipeline.
Tasks
[ ] Set up a testing framework (e.g., pytest).
[ ] Write unit tests for all functions in core/utils.py.
[ ] Write unit tests for the model training and evaluation logic in core/model_training.py and core/model_evaluation.py.
[ ] Create integration tests that run the full analysis pipeline on small, synthetic datasets.
[ ] Set up a CI/CD pipeline (e.g., using GitHub Actions) to run the tests automatically on each push and pull request.