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Goal

Implement lanczos algorithm for time evolution in qiskit dynamics

Results of lanczos implementation using dense numpy arrays lanczos-vs-numpy.linalg.eigh

Results of lanczos on dense ndarray vs sparse scipy csr matrix lanczos-vs-numpy.linalg.eigh

presentation of checkpoint-1