Upgrade to numpy 2 on windows

[rcpeene]

The metadata config shows
numpy<2.0; platform_system == "Windows"

My project, the OpenScope databook, has a notebook demonstrating the use of CEBRA-time on an Allen Institute dataset in an effort to disseminate analytical tools in the field of neuroscience. @rly wrote AllenInstitute/openscope_databook#482 on the databook repo and makes a good case for why upgrading to numpy 2 is desirable, as the field continues to move versions. numpy<2 does not work with Python 3.13.

Cebra seems to be the thing pinning my project to numpy<2 and therefore python <3.13

[stes]

Hi @rcpeene , this should only be the case on Windows. On all other platforms, we use the latest numpy version (up to the current #303 issue for which we limit to <2.5 currently).

I assume you are using windows then?

[stes]

I started a little experiment if this cleanly upgrades: #306

[rcpeene]

I personally am using windows, but in the interest of usability and reproducibility, I try to take pains to make the databook environment easy to set up on all major platforms; the project is less about yielding particular output with cebra and more about providing an educational resource showing how anyone can use tools such as cebra on various platforms.

[stes]

Makes sense; from a first look, it seems like the numpy 2 issues on windows we saw before are fixed by now. I will do one additional clean build, then we can merge this pretty soon.

Thanks for raising this, @rcpeene !

[stes]

@rcpeene should be fixed -- if you get the chance, happy for feedback if your notebook runs on windows with the latest version of main without issues!