CI failing since scipy 1.14.0 released

[woodsp-ibm]

Numpy eigensolver has failing code with the latest scipy 1.14.0 due to .H being removed. Apparently it was deprecated in 1.11.0. This affects tests using numpy (minimum) eigensolver. This only shows in >= Python 3.10 as lower versions (3.8 and 3.9) are not supported by this new version and so CI still uses a prior version there of scipy there.

       File "/home/runner/work/qiskit-algorithms/qiskit-algorithms/qiskit_algorithms/eigensolvers/numpy_eigensolver.py", line 258, in compute_eigenvalues
    eigvals, eigvecs = self._solve(operator)

      File "/home/runner/work/qiskit-algorithms/qiskit-algorithms/qiskit_algorithms/eigensolvers/numpy_eigensolver.py", line 143, in _solve
    eigval, eigvec = self._solve_sparse(op_matrix, self._k)

      File "/home/runner/work/qiskit-algorithms/qiskit-algorithms/qiskit_algorithms/eigensolvers/numpy_eigensolver.py", line 155, in _solve_sparse
    if (op_matrix != op_matrix.H).nnz == 0:

    AttributeError: 'csr_matrix' object has no attribute 'H'
```
    

[kifumi]

Hi, this issue still occurred with qiskit-algorithms v.0.3.0 and Scipy 1.14.0.
With Scipy 1.13.1, the error does not occur. Python version is 3.12.4.

[woodsp-ibm]

Yes it will still fail with 0.3.0, the released version, as an updated version that includes this fix has not been released.