Add numpy 2.0 support

[rsareddy0329]

Issue #, if available:
#4882

Description of changes:

• Added numpy 2.0 support

Testing done:

• Checking with the relevant teams on integ tests failure of xgboost, sklearn and tensorflow. Will post here based on latest updates.

Merge Checklist

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• I have read the CONTRIBUTING doc
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[JakobAgeras]

Please, PLEASE get this in production ASAP! We are a lot of ML-guys waiting for it :)

[jmahlik]

Is it just the few failing integration tests left to fix up? I'd offer to help fix them but it's a little hard to see why they are failing from the output.

[obohrer-otm]

Happy to help if needed. Would love to have numpy 2.x support

[DavidRooney]

Our ML team also hanging on this! Any required help we can support.

[wickeat]

Hey there, is this PR getting merged soon, seeing that NumPy v1 EoL is approaching in a month (https://endoflife.date/numpy)?

[JakobAgeras]

If someone can digest/understand where it the last unittest fails, then i'm certain that a lot of people would be able (and want) to help fixing that. But it is a bit difficult to see what the issue is tbh