[Devops] Upgrade to Numpy 2.0

[ourownstory]

Support numpy 2.0.0 while maintaining support for numpy 1.x.x.

• https://blog.scientific-python.org/numpy/numpy2/
• https://numpy.org/devdocs/numpy_2_0_migration_guide.html

[Constantin343]

It seems to be too early to upgrade to numpy 2.0.0 because dependencies, such as TensorBoard, do not yet fully support this new version.
TensorBoard has recently added support in its nightly version as discussed here, but the stable release is not yet compatible.

I would recommend postponing the upgrade until the dependency provides stable support. The ecosystem compatibility of numpy can be tracked here: numpy/numpy#26191 (Once TensorFlow is compatible tensorboard should be as well)