Update README.md

[JeremieGince]

Description

This pull request makes minor corrections to the example code in the README.md to ensure proper usage of PyTorch modules and dataset initialization.

• PyTorch module usage:

  • Corrected the instantiation of the neural network by replacing torch.Sequential with torch.nn.Sequential in the LinearNN class.

• Dataset initialization:

  • Updated the creation of the datamodule to explicitly specify fold_id=0 when calling DataModule.from_dataset_name, ensuring deterministic data splits.

---

Checklist

Please complete the following checklist when submitting a PR. The PR will not be reviewed until all items are checked.

• All new features include a unit test.
  Make sure that the tests passed and the coverage is
  sufficient by running pytest tests --cov=src --cov-report=term-missing.
• All new functions and code are clearly documented.
• The code is formatted using Black.
  You can do this by running black src tests.
• The imports are sorted using isort.
  You can do this by running isort src tests.
• The code is type-checked using Mypy.
  You can do this by running mypy src tests.

[github-actions]

☂️ Python Coverage

current status: ✅

Overall Coverage

Lines	Covered	Coverage	Threshold	Status
685	675	99%	90%	🟢

New Files

No new covered files...

Modified Files

File	Coverage	Status
src/matchcake_opt/tr_pipeline/automl_pipeline.py	96%	🟢
TOTAL	96%	🟢

updated for commit: 6d0ed02 by action🐍