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Release version 2.0

BIGAUD Nathan requested to merge release-todo into main

This MR aims at finalizing the package to proceed with its public release, as a clean 2.0 version.

Release To-Do List

Must have

Polish up the code:

  • add ClassVar type annotations to class attributes
  • add NoReturn type annotations to exception-raising functions (if any)
  • clean up __init_subclass__ implementations see docs
  • verify module docstrings;
  • verify __all__ statements
  • garbage-collect unused statements in abstract methods
  • garbage-collect deprecated Model.compute_loss method
  • implement pending hotfixes (notably to Readme and Vector classes)

Add required metadata:

  • add LICENSE file
  • add license-related header in all code files
  • add AUTHORS file
  • update package version (use a VERSION file?)

Test the package extensively:

  • run tox with python [3.8, 3.9, 3.10, 3.11]
  • drop support for python 3.7*

*Support for python 3.7 was dropped due to functions such as typing.get_args and typing.get_origin having been introduced with Python 3.8.

Could have

Improve dependency specifications:

  • update dependencies' versions (possibly running tests, e.g. for TF)
  • update black version (~=23.0)
  • revise version requirements for pylint and mypy (current are OK and CI/CD uses the latest anyway)

Add more unit tests:

Add coverage stats:

  • compute (and report in some sort) tests' coverage
Unplanned additions
  • Modularize tests execution to be resilient to tensorflow and/or torch not being available.
Edited by ANDREY Paul

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