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Implement better testing and against multiple NumPy versions #630

@agriyakhetarpal

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@agriyakhetarpal
  • Testing with both NumPy v1.X and NumPy v2.X until NumPy v1 is obsolete
  • [ci] Run test workflow at the beginning of every month and enable manual trigger of the pipeline. #629 is going to add a schedule to the tests, extend the tests against NumPy and SciPy nightlies there (or in another workflow)
  • Implement an upper bound on NumPy according to the NumPy guidelines
  • Establish a 1.X lower-bound for our dependence on NumPy, i.e., find the minimum value of X where all tests pass and keep bumping it with every release

Notes to refer to, cross-posted from #628 (comment):

  1. NumPy development docs
  2. Package indices to grab nightly wheels from for NumPy and SciPy

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