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z_y*baG*gOcV6g=QEP~+G@wnUD2c8W*%nh_*k$ss@RBY5?<9S7@xf)^;^hFPT;GK648qFfLwqM1puzO-UGf Jyj61u{XebJ7ft{G literal 0 HcmV?d00001 diff --git a/Energy Plants.py b/Energy Plants.py index e0b382d..ed197e1 100644 --- a/Energy Plants.py +++ b/Energy Plants.py @@ -1,5 +1,5 @@ import pandas as pd -# import networkx as nx +import networkx as nx from pyquil.api import WavefunctionSimulator from pyquil.paulis import PauliSum, PauliTerm from entropica_qaoa.utilities import hamiltonian_from_distances @@ -11,6 +11,8 @@ from math import log from entropica_qaoa.utilities import cluster_accuracy, max_probability_bitstring from entropica_qaoa.utilities import distances_dataset +from entropica_qaoa.utilities import graph_from_hamiltonian +from entropica_qaoa.utilities import plot_graph from scipy.spatial.distance import pdist import geopy.distance @@ -42,6 +44,9 @@ print(dist) hamiltonian = hamiltonian_from_distances(dist) +G = graph_from_hamiltonian(hamiltonian) +plot_graph(G) +# nx.draw(G) timesteps = 3 iterations = 500 n_qubits = 16 @@ -70,13 +75,14 @@ def run_qaoa(hamiltonian, params, timesteps, max_iters, init_state=None): return cost_function.get_wavefunction(params.raw()), res t0 = time.time() -wave_func, res = run_qaoa(hamiltonian, params, timesteps=3, max_iters=2500) +wave_func, res = run_qaoa(hamiltonian, params, timesteps=3, max_iters=4500) print('Run complete!\n','Runtime:','{:.3f}'.format(time.time()-t0)) +t0 = time.time() wave_func = cost_function.get_wavefunction(params.raw()) lowest = max_probability_bitstring(wave_func.probabilities()) true_clusters = [1 if val else 0 for val in bools] print(cluster_accuracy(lowest,true_clusters)) - +print('Full Run complete!\n','Runtime:','{:.3f}'.format(time.time()-t0)) print(res) \ No newline at end of file diff --git a/TestOutput1.txt b/TestOutput1.txt new file mode 100644 index 0000000..46b134b --- /dev/null +++ b/TestOutput1.txt @@ -0,0 +1 @@ +ÿþ \ No newline at end of file