support for numpy >= 2.0

[quant5]

Missing functionality

Numpy 2.0.0 was released on June 16. https://github.com/numpy/numpy/releases/tag/v2.0.0. The current version is 2.1.1.

To date, ydata-profiling is not compatible with 2.0.x per requirements.txt.

As such, it is currently a blocker for users to upgrade to 2.0.x if they have this package installed.

Proposed feature

Loosen requirements to include 2.0.x unless there are specific reasons (e.g., usage of deprecated function names) not to.

Alternatives considered

No response

Additional context

No response

[stefansimik]

This is really important. This library already forces us to downgrade to older Numpy versions and it is not very comfortable situation. Starts to be blocker for using this library.