z i2SrSSKJr SSKrSSKJr SSjrg)z=A collection of useful functions for post processing results.) annotationsN)make_dict_observablec[U[5(d [U5nSn[UR 55nUHnXA;dM X UX-U- - nM U$)awCompute the mean value of an diagonal observable. Takes in a diagonal observable in dictionary, list or matrix format and then calculates the sum_i value(i) P(i) where value(i) is the value of the observable for state i. Args: counts (dict): a dict of outcomes from an experiment observable (dict or matrix or list): The observable to be averaged over. As an example, ZZ on qubits can be given as: * dict: {"00": 1, "11": 1, "01": -1, "10": -1} * matrix: [[1, 0, 0, 0], [0, -1, 0, 0, ], [0, 0, -1, 0], [0, 0, 0, 1]] * matrix diagonal (list): [1, -1, -1, 1] Returns: Double: Average of the observable r) isinstancedictrsumvalues)counts observabletemptotkeys ^/home/james-whalen/.local/lib/python3.13/site-packages/qiskit/quantum_info/analysis/average.py average_datars_$ j$ ' ')*5 D fmmo C   3K*/1C7 7D K)r rr zdict | np.ndarray | listreturnfloat)__doc__ __future__rnumpynpmake_observablerrrrrsD"1r