v1 - Project Skeleton¶

Progress¶

  ⬜ STEP 1: Load Data
  ⬜ STEP 2: Split Train/Test
  ⬜ STEP 3: Create Pipeline
  ⬜ STEP 4: Train Pipeline
  ⬜ STEP 5: Evaluate & Metrics
  ⬜ STEP 6: Save Pipeline
  ⬜ STEP 7: Save Metrics JSON

What's In This Version¶

Starting point - all files are empty stubs (docstrings only, no code).

Students see the full project structure before writing any code:

v1_base_ccfd-project/
├── p1_01_generate_initial_dataset.py    # Data generation (ready to use)
├── p3_01_train_model_baseline.py        # Training script (stub)
├── requirements.txt
└── utils/
    ├── __init__.py                      # Package init (stub)
    ├── data_utils.py                    # Data utilities (stub)
    ├── model_utils.py                   # Model utilities (stub)
    └── metrics_utils.py                 # Metrics utilities (stub)

What's New¶

Project folder structure created
All utility modules defined as stubs
p1_01_generate_initial_dataset.py is fully functional (generates synthetic data)
p3_01_train_model_baseline.py is a stub (no steps yet)

How to Run¶

cd v1_base_ccfd-project/

# Only data generation works at this stage
python p1_01_generate_initial_dataset.py

Note: p3_01_train_model_baseline.py has no code yet - it's just a docstring.

Next Version¶

v2 → Implement load_data() and add STEP 1 to the training script.

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Back to 04 A - Train Baseline Model