Try new template from scikit-learn

[LacombeLouis]

Description

Checking out difference with the template.

Fixes #(issue) None for the moment.

Please remove options that are irrelevant.

• Breaking change (fix or feature that would cause existing functionality to not work as expected)

How Has This Been Tested?

Please describe the tests that you ran to verify your changes. Provide instructions so we can reproduce. Please also list any relevant details for your test configuration

Checklist

• [ ] I have read the contributing guidelines
• [ ] I have updated the HISTORY.rst and AUTHORS.rst files
• [ ] Linting passes successfully : make lint
• [ ] Typing passes successfully : make type-check
• [ ] Unit tests pass successfully : make tests
• [ ] Coverage is 100% : make coverage
• [ ] Documentation builds successfully : make doc