dslinter
dslinter copied to clipboard
SERG-Delft
`dslinter` is a pylint plugin for linting data science and machine learning code. We plan to support the following Python libraries: TensorFlow, PyTorch, Scikit-Learn, Pandas and NumPy.
- Since data-science-types stopped development, using mypy and data-science-types to infer pandas's type can sometimes cause error. - Currently inplace-pandas checker and unneccessary-iteration-pandas still use mypy and data-science-types to infer...
I think there is a bug in the dslinter plugin. Minimal example: [minimal-example.zip](https://github.com/SERG-Delft/dslinter/files/8890676/minimal-example.zip) Steps to reproduce: - Unzip the minimal example - cd into the `dslinter-test` directory - run `pipenv...
This is usually a false positives for hyperparameter checkers.
- https://hynn01.github.io/ml-smells/posts/codesmells/21-data-leakage/ - The checker's rule: If the variable in the train_test_split function is ever assigned to a preprocessing function with fit() or fit_transform() call, it's possible that there is...
Metadata
Owner
Metadata
`dslinter` is a pylint plugin for linting data science and machine learning code. We plan to support the following Python libraries: TensorFlow, PyTorch, Scikit-Learn, Pandas and NumPy.