Datasets:

question
stringlengths
65
3.42k
answer
stringlengths
3
5.8k
algo_name
stringclasses
30 values
bfs: s: 3, A: [[1 0 0 0 0 0 1 0 1 1 1 0], [0 0 1 0 0 1 0 0 1 0 1 0], [0 1 1 1 0 1 0 0 0 0 0 1], [0 0 1 1 0 0 1 1 0 0 0 1], [0 0 0 0 1 0 0 0 0 1 1 0], [0 1 1 0 0 1 0 0 1 1 1 0], [1 0 0 1 0 0 0 0 0 1 0 0], [0 0 0 1 0 0 0 0 0 1 1 1], [1 1 0 0 0 1 0 0 1 0 0 0], [1 0 0 0 1 1 1 1 0 0 0 0], [1 1 0 0 1 1 0 1 0 0 1 1], [0 0 1 1 0 0 0 1 0 0 1 1]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11] trace | pi:
[0 1 3 3 4 5 3 3 8 9 10 3], [6 2 3 3 4 2 3 3 8 6 7 3] | [6 2 3 3 9 2 3 3 0 6 7 3]
bfs
bfs: s: 4, A: [[0 1 0 1 0], [1 1 0 0 0], [0 0 0 1 0], [1 0 1 1 1], [0 0 0 1 0]], initial_trace: [0 1 2 3 4] trace | pi:
[0 1 2 4 4], [3 1 3 4 4] | [3 0 3 4 4]
bfs
quicksort: key: [0.416 0.32 0.053 0.937 0.657 0.422 0.456 0.857 0.357 0.998], initial_trace: [0.416 0.32 0.053 0.937 0.657 0.422 0.456 0.857 0.357 0.998] trace | pred:
[0.416 0.32 0.053 0.937 0.657 0.422 0.456 0.857 0.357 0.998], [0.416 0.32 0.053 0.937 0.657 0.422 0.456 0.857 0.357 0.998], [0.416 0.32 0.053 0.937 0.657 0.422 0.456 0.857 0.357 0.998], [0.416 0.32 0.053 0.937 0.657 0.422 0.456 0.857 0.357 0.998], [0.416 0.32 0.053 0.937 0.657 0.422 0.456 0.857 0.357 0.998], [0.416 0.32 0.053 0.937 0.657 0.422 0.456 0.857 0.357 0.998], [0.416 0.32 0.053 0.937 0.657 0.422 0.456 0.857 0.357 0.998], [0.416 0.32 0.053 0.937 0.657 0.422 0.456 0.857 0.357 0.998], [0.416 0.32 0.053 0.937 0.657 0.422 0.456 0.857 0.357 0.998], [0.416 0.32 0.053 0.937 0.657 0.422 0.456 0.857 0.357 0.998], [0.32 0.416 0.053 0.937 0.657 0.422 0.456 0.857 0.357 0.998], [0.32 0.053 0.416 0.937 0.657 0.422 0.456 0.857 0.357 0.998], [0.32 0.053 0.416 0.937 0.657 0.422 0.456 0.857 0.357 0.998], [0.32 0.053 0.416 0.937 0.657 0.422 0.456 0.857 0.357 0.998], [0.32 0.053 0.416 0.937 0.657 0.422 0.456 0.857 0.357 0.998], [0.32 0.053 0.416 0.937 0.657 0.422 0.456 0.857 0.357 0.998], [0.32 0.053 0.416 0.937 0.657 0.422 0.456 0.857 0.357 0.998], [0.32 0.053 0.357 0.937 0.657 0.422 0.456 0.857 0.416 0.998], [0.32 0.053 0.357 0.937 0.657 0.422 0.456 0.857 0.416 0.998], [0.053 0.32 0.357 0.937 0.657 0.422 0.456 0.857 0.416 0.998], [0.053 0.32 0.357 0.937 0.657 0.422 0.456 0.857 0.416 0.998], [0.053 0.32 0.357 0.937 0.657 0.422 0.456 0.857 0.416 0.998], [0.053 0.32 0.357 0.937 0.657 0.422 0.456 0.857 0.416 0.998], [0.053 0.32 0.357 0.937 0.657 0.422 0.456 0.857 0.416 0.998], [0.053 0.32 0.357 0.937 0.657 0.422 0.456 0.857 0.416 0.998], [0.053 0.32 0.357 0.416 0.657 0.422 0.456 0.857 0.937 0.998], [0.053 0.32 0.357 0.416 0.657 0.422 0.456 0.857 0.937 0.998], [0.053 0.32 0.357 0.416 0.657 0.422 0.456 0.857 0.937 0.998], [0.053 0.32 0.357 0.416 0.657 0.422 0.456 0.857 0.937 0.998], [0.053 0.32 0.357 0.416 0.657 0.422 0.456 0.857 0.937 0.998], [0.053 0.32 0.357 0.416 0.657 0.422 0.456 0.857 0.937 0.998], [0.053 0.32 0.357 0.416 0.657 0.422 0.456 0.857 0.937 0.998], [0.053 0.32 0.357 0.416 0.657 0.422 0.456 0.857 0.937 0.998], [0.053 0.32 0.357 0.416 0.657 0.422 0.456 0.857 0.937 0.998], [0.053 0.32 0.357 0.416 0.657 0.422 0.456 0.857 0.937 0.998], [0.053 0.32 0.357 0.416 0.657 0.422 0.456 0.857 0.937 0.998], [0.053 0.32 0.357 0.416 0.422 0.657 0.456 0.857 0.937 0.998] | [0.053 0.32 0.357 0.416 0.422 0.456 0.657 0.857 0.937 0.998]
quicksort
quickselect: key: [0.087 0.883 0.822 0.048 0.471 0.364 0.669 0.181 0.008 0.09 0.988 0.418 0.296 0.363 0.526 0.207 0.349 0.254 0.678 0.345 0.255 0.368 0.93 0.89 0.619 0.258 0.159 0.055], initial_trace: 27 trace | pivot:
27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 26, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 25, 25, 25, 25, 25, 25, 25, 25, 25, 16, 16, 16, 16 | 13
quickselect
bfs: s: 5, A: [[1 0 0 1 0 1 0 0 1 0 0 1 0 0 0 0 0 0 1], [0 0 0 0 1 0 0 0 1 0 0 1 1 0 0 1 0 0 1], [0 0 0 1 0 0 0 1 1 0 0 0 1 0 0 1 1 0 1], [1 0 1 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 1 0 1 0 1 1 0 0 1 0 1 0 1 0 0 0 0 1], [1 0 0 0 1 0 0 0 1 0 0 0 0 0 1 1 0 0 1], [0 0 0 0 1 0 1 0 0 0 1 0 1 0 1 0 0 1 0], [0 0 1 0 0 0 0 1 1 0 0 0 0 1 1 0 0 1 0], [1 1 1 0 0 1 0 1 0 0 0 0 0 1 0 0 0 0 1], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 1 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0], [1 1 0 0 1 0 0 0 0 0 0 1 0 1 0 0 0 1 1], [0 1 1 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0], [0 0 0 0 1 0 0 1 1 0 1 1 1 0 0 0 0 0 1], [0 0 0 0 0 1 1 1 0 0 0 0 0 0 1 1 0 1 0], [0 1 1 0 0 1 0 0 0 0 0 0 0 0 1 1 0 0 1], [0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0], [0 0 0 0 0 0 1 1 0 1 0 1 0 0 1 0 1 0 0], [1 1 1 0 1 1 0 0 1 0 0 1 0 1 0 1 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18] trace | pi:
[5 1 2 3 5 5 6 7 5 9 10 11 12 13 5 5 16 17 5], [5 4 8 0 5 5 4 8 5 4 10 0 12 4 5 5 16 14 5] | [5 4 8 0 5 5 4 8 5 4 3 0 1 4 5 5 2 14 5]
bfs
bellman_ford: s: 0, A: [[0.909 0.553 0 0 0 0 0 0 0 0 0 0.327 0.143 0 0], [0.553 0.252 0 0 0 0 0 0 0.597 0 0 0 0 0 0.471], [0 0 0 0.144 0 0.16 0 0 0.846 0 0.612 0.194 0 0 0], [0 0 0.144 0 0.829 0 0.194 0.227 0 0.135 0 0 0.502 0 0], [0 0 0 0.829 0.474 0.27 0.25 0.508 0 0 0 0 0.414 0 0], [0 0 0.16 0 0.27 0.17 0 0.351 0 0 0.187 0 0.393 0 0], [0 0 0 0.194 0.25 0 0.945 0 0 0 0 0.539 0 0 0.709], [0 0 0 0.227 0.508 0.351 0 0.69 0 0 0.233 0 0.47 0 0], [0 0.597 0.846 0 0 0 0 0 0 0 0 0 0.165 0 0.881], [0 0 0 0.135 0 0 0 0 0 0.726 0 0.742 0.59 0 0], [0 0 0.612 0 0 0.187 0 0.233 0 0 0.526 0 0 0 0], [0.327 0 0.194 0 0 0 0.539 0 0 0.742 0 0 0.382 0 0.497], [0.143 0 0 0.502 0.414 0.393 0 0.47 0.165 0.59 0 0.382 0.646 0 0.216], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.274], [0 0.471 0 0 0 0 0.709 0 0.881 0 0 0.497 0.216 0.274 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14] trace | pi:
[0 0 2 3 4 5 6 7 8 9 10 0 0 13 14], [0 0 11 12 12 12 11 12 12 12 10 0 0 13 12] | [0 0 11 12 12 12 4 12 12 12 5 0 0 14 12]
bellman_ford
find_maximum_subarray_kadane: key: [0.355 -0.522 -0.991 -0.981 -0.061 -0.133 0.116 -0.554 0.618 -0.352 0.8], initial_trace: (0, 0) trace | (best_low, best_high):
(0, 0), (0, 0), (0, 0), (0, 0), (0, 0), (0, 0), (0, 0), (8, 8), (8, 8) | (8, 10)
find_maximum_subarray_kadane
kmp_matcher: string: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1], key: [0 1 0 3 2 0 3 3 2 0 1 2 1 1 2 1 2 1 0 0 3 0 3 2 0 1 2 1], initial_trace: 0 trace | s:
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 2, 2, 3, 4, 5, 6, 7 | 8
kmp_matcher
topological_sort: A: [[0 0 0 1 0 1 0 0 0 0 0 0], [0 0 0 1 1 0 1 0 0 1 1 0], [0 0 0 1 0 1 0 0 1 0 1 0], [0 0 0 0 0 1 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 1 0], [0 0 0 1 0 1 0 0 0 0 1 0], [0 1 1 0 0 1 0 0 0 1 1 1], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 1 0 1 1 1 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11], 0 trace | topo, topo_head:
[0 1 2 3 4 5 6 7 8 9 10 11], 0, [0 1 2 3 4 5 6 7 8 9 10 11], 0, [0 1 2 3 4 5 6 7 8 9 10 11], 0, [0 1 2 3 4 5 6 7 8 9 10 11], 0, [0 1 2 3 4 5 6 7 8 9 10 11], 0, [0 1 2 3 4 5 6 7 8 9 10 11], 10, [0 1 2 3 4 5 6 7 10 9 10 11], 8, [0 1 2 3 4 8 6 7 10 9 10 11], 5, [0 1 2 5 4 8 6 7 10 9 10 11], 3, [3 1 2 5 4 8 6 7 10 9 10 11], 0, [3 1 2 5 4 8 6 7 10 9 10 11], 0, [3 1 2 5 4 8 6 7 10 9 10 11], 0, [3 1 2 5 4 8 6 7 10 9 10 11], 0, [3 1 2 5 0 8 6 7 10 9 10 11], 4, [3 1 2 5 0 8 6 7 10 9 10 11], 4, [3 1 2 5 0 8 4 7 10 9 10 11], 6, [3 1 2 5 0 8 4 7 10 9 10 11], 6, [3 1 2 5 0 8 4 7 10 6 10 11], 9, [3 9 2 5 0 8 4 7 10 6 10 11], 1, [3 9 2 5 0 8 4 7 10 6 10 11], 1, [3 9 2 5 0 8 4 7 10 6 10 11], 1, [3 9 1 5 0 8 4 7 10 6 10 11], 2, [3 9 1 5 0 8 4 7 10 6 10 11], 2, [3 9 1 5 0 8 4 7 10 6 10 11], 2, [3 9 1 5 0 8 4 7 10 6 10 11], 2, [3 9 1 5 0 8 4 7 10 6 10 2], 11 | [3 9 1 5 0 8 4 11 10 6 10 2], 7
topological_sort
bellman_ford: s: 16, A: [[0.362 0.103 0 0 0 0.345 0 0 0.47 0 0 0.21 0.2 0.186 0 0.236 0 0 0 0 0 0 0], [0.103 0.511 0 0 0 0 0.646 0 0 0 0 0.076 0 0 0 0 0 0 0.694 0 0.918 0 0], [0 0 0.551 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.349 0.587 0 0.708], [0 0 0 0 0 0.8 0.247 0 0 0 0 0 0.414 0.246 0.881 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0.25 0.762 0 0 0.273 0.303 0 0.425 0.68 0.292 0 0 0], [0.345 0 0 0.8 0 0.519 0.281 0 0 0 0 0 0.481 0 0 0 0 0 0 0 0 0 0], [0 0.646 0 0.247 0 0.281 0 0 0 0 0 0 0 0 0.679 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0.761 0 0 0 0 0 0 0 0 0.297 0 0 0 0 0 0], [0.47 0 0 0 0 0 0 0 0.733 0.356 0 0 0 0 0 0 0 0 0 0 0 0.619 0], [0 0 0 0 0 0 0 0 0.356 0.285 0.295 0 0 0.251 0.407 0 0 0.385 0 0.256 0.067 0 0], [0 0 0 0 0.25 0 0 0 0 0.295 0.645 0.982 0.497 0 0.325 0 0 0 0 0.289 0.774 0 0.283], [0.21 0.076 0 0 0.762 0 0 0 0 0 0.982 0 0 0 0 0 0 0 0.348 0 0.261 0 0], [0.2 0 0 0.414 0 0.481 0 0 0 0 0.497 0 0.786 0.25 0 0 0 0.79 0 0 0 0.204 0], [0.186 0 0 0.246 0 0 0 0 0 0.251 0 0 0.25 0 0 0 0 0 0 0 0.213 0.18 0], [0 0 0 0.881 0.273 0 0.679 0 0 0.407 0.325 0 0 0 0 0 0 0 0 0.666 0 0 0.888], [0.236 0 0 0 0.303 0 0 0 0 0 0 0 0 0 0 0.188 0 0 0.172 0 0.506 0 0], [0 0 0 0 0 0 0 0.297 0 0 0 0 0 0 0 0 0 0.688 0 0.556 0 0 0.32], [0 0 0 0 0.425 0 0 0 0 0.385 0 0 0.79 0 0 0 0.688 0 0 0 0 0 0.367], [0 0.694 0 0 0.68 0 0 0 0 0 0 0.348 0 0 0 0.172 0 0 0.123 0 0.061 0.193 0.353], [0 0 0.349 0 0.292 0 0 0 0 0.256 0.289 0 0 0 0.666 0 0.556 0 0 0.134 0 0 0], [0 0.918 0.587 0 0 0 0 0 0 0.067 0.774 0.261 0 0.213 0 0.506 0 0 0.061 0 0 0.087 0], [0 0 0 0 0 0 0 0 0.619 0 0 0 0.204 0.18 0 0 0 0 0.193 0 0.087 0 0], [0 0 0.708 0 0 0 0 0 0 0 0.283 0 0 0 0.888 0 0.32 0.367 0.353 0 0 0 0.512]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22] trace | pi:
[0 1 2 3 4 5 6 16 8 9 10 11 12 13 14 15 16 16 18 16 20 21 16], [0 1 19 3 19 5 6 16 8 19 22 11 17 13 22 15 16 22 22 16 20 21 16], [12 18 19 12 19 12 14 16 9 19 22 18 10 9 10 18 16 22 22 16 18 18 16], [15 11 19 13 19 12 14 16 9 20 22 20 21 20 10 18 16 22 22 16 18 20 16], [15 11 19 13 19 0 3 16 9 20 22 20 21 20 10 18 16 22 22 16 18 20 16] | [15 11 19 13 19 0 3 16 9 20 22 20 21 20 10 18 16 22 22 16 18 20 16]
bellman_ford
graham_scan: x: [-1.03 -0.95 1.64 0.381 0.69 -1.32 1.11 -0.734 -0.57 1.04 1.67 0.891 1.22 0.057 -0.124 1.36 0.039 1.44 0.455 -1.36 -0.911 0.831 0.67 -0.19 1.94 0.17 -1.46 1.56], y: [1.59 -0.247 -0.052 0.233 -0.176 -0.139 0.673 1.31 -0.072 1.15 0.535 -0.233 -1 1.37 1.68 -0.538 0.477 -1.29 -0.277 -1.16 -0.049 -1.06 0.814 -0.735 0.26 1.77 0.621 0.032], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 1], [0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 1 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 1 0 0 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 0 0 0 1 0 1 0 0 0], [0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1 0 0], [0 0 0 0 0 0 0 0 0 1 1 0 0 1 0 0 0 1 0 0 0 0 0 0 1 1 0 0], [0 0 0 0 0 0 0 0 0 1 1 1 0 1 0 0 0 1 0 0 0 0 0 0 1 1 0 0], [0 0 0 0 0 0 0 0 0 1 1 0 0 1 0 0 0 1 0 0 0 0 0 0 1 1 0 0], [0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1 0 0], [0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1 0 0], [0 0 0 0 1 0 0 0 0 1 1 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1 0 0], [0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1 0 0], [0 0 0 1 0 0 0 0 0 1 1 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1 0 0], [0 0 0 1 0 0 0 0 0 1 1 0 1 0 1 0 0 1 0 0 0 0 0 0 1 1 0 0], [0 0 0 1 0 0 0 0 0 1 1 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1 0 0], [0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1 0 0], [0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 0 1 1 0 0 0 0 0 0 1 1 0 0], [0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1 0 0], [0 0 0 0 0 0 0 1 0 1 1 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1 0 0], [0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1 0 0], [0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1 0 0], [1 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1 0 0], [1 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 1 0 0 0 0 0 1 1 0 0], [1 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1 0 0], [1 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1 1 0], [1 0 0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1 1 0], [1 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1 1 0], [1 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 0 1 0 0 0 1 1 1 0], [1 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1 1 0], [1 1 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1 1 0], [1 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1 1 0], [1 0 0 0 0 1 0 0 0 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1 1 0], [1 0 0 0 0 1 0 0 0 1 1 0 0 0 0 0 0 1 0 0 0 1 0 0 1 1 1 0], [1 0 0 0 0 1 0 0 0 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1 1 0], [1 0 0 0 0 1 0 0 0 1 1 0 0 0 0 0 0 1 0 0 0 0 0 1 1 1 1 0], [1 0 0 0 0 1 0 0 0 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1 1 0], [1 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1 1 0] | [1 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 1 0 0 0 0 1 1 1 0]
graham_scan
mst_kruskal: A: [[0 0 0.409 0 0], [0 0 0 0 0], [0.409 0 0.886 0 0], [0 0 0 0.645 0], [0 0 0 0 0]], initial_trace: [[0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0]] trace | in_mst:
[[0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0]] | [[0 0 1 0 0], [0 0 0 0 0], [1 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0]]
mst_kruskal
strongly_connected_components: A: [[1 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 1 0 1 0 0 0], [0 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0], [1 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 1 0 0], [0 1 0 0 1 0 0 0 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11] trace | scc_id:
[0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 9 11], [0 1 2 3 4 5 6 7 8 9 9 11], [0 1 2 3 4 5 6 7 8 9 9 11], [0 1 2 3 4 5 6 7 8 9 9 11], [0 1 2 3 4 5 6 7 8 9 9 11], [0 1 2 3 4 5 6 7 8 9 9 11], [0 1 2 3 4 5 6 7 8 9 9 11], [0 1 2 3 4 5 6 7 8 9 9 11], [0 1 2 3 4 5 5 7 8 9 9 11], [0 1 2 3 4 5 5 7 8 9 9 11], [0 1 2 3 4 5 5 7 8 9 9 11], [0 1 2 3 4 5 5 7 8 9 9 11], [0 1 2 3 4 5 5 7 8 9 9 11], [0 1 2 3 4 5 5 7 8 9 9 11], [0 1 2 3 4 5 5 7 8 9 9 11], [0 1 2 3 4 5 5 7 8 9 9 11], [0 1 2 3 4 5 5 7 8 9 9 11], [0 1 2 3 4 5 5 7 8 9 9 11], [0 1 2 3 4 5 5 7 8 9 9 11], [0 1 2 3 4 5 5 7 8 9 9 11], [0 1 2 3 4 5 5 7 8 9 9 11], [0 1 2 3 4 5 5 7 8 9 9 11], [0 1 2 3 1 5 5 7 8 9 9 11], [0 1 2 3 1 5 5 7 8 9 9 1], [0 1 2 3 1 5 5 7 8 9 9 1], [0 1 2 3 1 5 5 7 8 9 9 1], [0 1 2 3 1 5 5 7 8 9 9 1], [0 1 2 3 1 5 5 7 8 9 9 1] | [0 1 2 3 1 5 5 7 8 9 9 1]
strongly_connected_components
bfs: s: 1, A: [[0 0 0 0], [0 1 0 0], [0 0 1 0], [0 0 0 0]], initial_trace: [0 1 2 3] trace | pi:
| [0 1 2 3]
bfs
segments_intersect: x: [0.026 0.656 0.441 0.101], y: [0.022 0.774 0.733 0.067] intersect:
1
segments_intersect
topological_sort: A: [[0 1 0 0 1 0 0 1 1 0 0 0 0 0 1 0 1 1 0], [0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0], [0 1 0 0 0 0 1 1 1 0 1 1 1 0 0 0 1 0 1], [0 0 0 0 1 1 0 0 1 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 1 1 0 1 0 0 0 0 1 0 0 1 1 0], [0 0 0 0 0 0 1 0 1 0 0 0 0 1 0 0 1 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0], [0 1 1 0 0 0 0 1 0 0 1 1 0 1 0 0 1 0 0], [0 0 0 0 1 1 0 0 1 0 0 0 0 1 0 0 1 1 1], [0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 1 1 0], [1 0 0 0 0 1 0 0 0 0 1 1 0 1 0 1 1 0 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 1 1 0 1 1 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 1 0 0 1 1 1 0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 1 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], 0 trace | topo, topo_head:
[0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], 0, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], 0, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], 0, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], 0, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], 16, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], 16, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 16 18], 17, [0 1 2 3 4 5 6 7 17 9 10 11 12 13 14 15 16 16 18], 8, [0 1 2 3 4 5 6 7 17 9 10 11 12 13 14 15 16 16 18], 8, [0 1 2 3 4 5 6 7 17 9 10 11 12 8 14 15 16 16 18], 13, [0 13 2 3 4 5 6 7 17 9 10 11 12 8 14 15 16 16 18], 1, [0 13 2 3 4 5 6 7 17 9 10 11 12 8 14 15 16 16 18], 1, [0 13 2 3 4 5 6 7 17 9 10 11 12 8 14 15 16 16 18], 1, [0 13 2 3 4 5 6 7 17 9 10 11 12 8 14 15 16 16 18], 1, [0 13 2 3 4 5 1 7 17 9 10 11 12 8 14 15 16 16 18], 6, [0 13 2 3 4 6 1 7 17 9 10 11 12 8 14 15 16 16 18], 5, [0 13 2 3 5 6 1 7 17 9 10 11 12 8 14 15 16 16 18], 4, [0 13 2 3 5 6 1 7 17 9 10 11 12 8 14 15 16 16 18], 4, [0 13 2 3 5 6 1 4 17 9 10 11 12 8 14 15 16 16 18], 7, [0 13 2 3 5 6 1 4 17 9 10 11 12 8 14 15 16 16 18], 7, [0 13 2 3 5 6 1 4 17 9 10 11 12 8 14 15 16 16 18], 7, [0 13 2 3 5 6 1 4 17 9 10 11 12 8 14 15 16 16 18], 7, [0 13 2 3 5 6 1 4 17 9 10 11 12 8 14 15 16 16 7], 18, [0 13 2 18 5 6 1 4 17 9 10 11 12 8 14 15 16 16 7], 3, [0 13 2 18 5 6 1 4 17 9 10 11 12 8 3 15 16 16 7], 14, [14 13 2 18 5 6 1 4 17 9 10 11 12 8 3 15 16 16 7], 0, [14 13 2 18 5 6 1 4 17 9 10 11 12 8 3 15 16 16 7], 0, [14 13 2 18 5 6 1 4 17 9 10 11 12 8 3 15 16 16 7], 0, [14 13 2 18 5 6 1 4 17 9 10 11 12 8 3 15 16 16 7], 0, [14 13 2 18 5 6 1 4 17 9 0 11 12 8 3 15 16 16 7], 10, [14 13 2 18 5 6 1 4 17 9 0 11 12 8 3 15 16 16 7], 10, [14 13 2 18 5 6 1 4 17 9 0 10 12 8 3 15 16 16 7], 11, [14 13 2 18 5 6 1 4 17 9 0 10 12 8 3 15 16 16 7], 11, [14 13 2 18 5 6 1 4 17 9 0 10 12 8 3 15 16 16 7], 11, [14 13 2 18 5 6 1 4 17 9 0 10 12 8 3 11 16 16 7], 15, [14 13 2 18 5 6 1 4 17 9 0 10 15 8 3 11 16 16 7], 12, [14 13 12 18 5 6 1 4 17 9 0 10 15 8 3 11 16 16 7], 2, [14 13 12 18 5 6 1 4 17 9 0 10 15 8 3 11 16 16 7], 2, [14 13 12 18 5 6 1 4 17 9 0 10 15 8 3 11 16 16 7], 2 | [14 13 12 18 5 6 1 4 17 2 0 10 15 8 3 11 16 16 7], 9
topological_sort
matrix_chain_order: p: [0.539 0.754 0.128 0.95], initial_trace: [[0 0 0 0], [0 0 0 0], [0 0 0 0], [0 0 0 0]] trace | s:
[[0 0 0 0], [0 0 1 0], [0 0 0 2], [0 0 0 0]] | [[0 0 0 0], [0 0 1 2], [0 0 0 2], [0 0 0 0]]
matrix_chain_order
mst_prim: s: 2, A: [[0.368 0.248 0 0 0 0 0 0 0 0 0 0], [0.248 0 0 0 0 0 0.379 0 0 0 0 0], [0 0 0.874 0 0 0 0.668 0 0.282 0 0 0.083], [0 0 0 0 0.589 0 0 0 0 0 0.42 0.211], [0 0 0 0.589 0 0.723 0.499 0 0 0 0 0], [0 0 0 0 0.723 0.776 0 0 0 0 0 0], [0 0.379 0.668 0 0.499 0 0.408 0 0.634 0 0 0.524], [0 0 0 0 0 0 0 0.868 0 0 0 0], [0 0 0.282 0 0 0 0.634 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0.512 0 0], [0 0 0 0.42 0 0 0 0 0 0 0.684 0], [0 0 0.083 0.211 0 0 0.524 0 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11] trace | pi:
[0 1 2 3 4 5 2 7 2 9 10 2], [0 1 2 11 4 5 11 7 2 9 10 2], [0 1 2 11 3 5 11 7 2 9 3 2], [0 1 2 11 3 5 11 7 2 9 3 2], [0 1 2 11 3 5 11 7 2 9 3 2], [0 6 2 11 6 5 11 7 2 9 3 2], [1 6 2 11 6 5 11 7 2 9 3 2], [1 6 2 11 6 5 11 7 2 9 3 2], [1 6 2 11 6 4 11 7 2 9 3 2] | [1 6 2 11 6 4 11 7 2 9 3 2]
mst_prim
optimal_bst: p: [0.025 0.091 0.152 0.024 0.171 0], q: [0.047 0.146 0.148 0.02 0.097 0.08], initial_trace: [[0 0 0 0 0 0], [0 0 0 0 0 0], [0 0 0 0 0 0], [0 0 0 0 0 0], [0 0 0 0 0 0], [0 0 0 0 0 0]] trace | root:
[[0 0 0 0 0 0], [0 0 1 0 0 0], [0 0 0 2 0 0], [0 0 0 0 3 0], [0 0 0 0 0 4], [0 0 0 0 0 0]], [[0 0 1 0 0 0], [0 0 1 1 0 0], [0 0 0 2 2 0], [0 0 0 0 3 4], [0 0 0 0 0 4], [0 0 0 0 0 0]], [[0 0 1 1 0 0], [0 0 1 1 2 0], [0 0 0 2 2 2], [0 0 0 0 3 4], [0 0 0 0 0 4], [0 0 0 0 0 0]], [[0 0 1 1 1 0], [0 0 1 1 2 2], [0 0 0 2 2 2], [0 0 0 0 3 4], [0 0 0 0 0 4], [0 0 0 0 0 0]] | [[0 0 1 1 1 2], [0 0 1 1 2 2], [0 0 0 2 2 2], [0 0 0 0 3 4], [0 0 0 0 0 4], [0 0 0 0 0 0]]
optimal_bst
kmp_matcher: string: [0 0 0 0 0 0 0 0 0 0 0 0 1 1 1], key: [3 1 2 1 0 3 3 2 3 3 3 0 0 3 3], initial_trace: 0 trace | s:
0, 0, 0, 0, 0, 1, 2, 3 | 4
kmp_matcher
heapsort: key: [0.258 0.348 0.329 0.933 0.954 0.824 0.077 0.005 0.103 0.851], initial_trace: [0.258 0.348 0.329 0.933 0.954 0.824 0.077 0.005 0.103 0.851] trace | pred:
[0.258 0.348 0.329 0.933 0.954 0.824 0.077 0.005 0.103 0.851], [0.258 0.348 0.329 0.933 0.954 0.824 0.077 0.005 0.103 0.851], [0.258 0.348 0.329 0.933 0.954 0.824 0.077 0.005 0.103 0.851], [0.258 0.348 0.329 0.933 0.954 0.824 0.077 0.005 0.103 0.851], [0.258 0.348 0.329 0.933 0.954 0.824 0.077 0.005 0.103 0.851], [0.258 0.348 0.329 0.933 0.954 0.824 0.077 0.005 0.103 0.851], [0.258 0.348 0.329 0.933 0.954 0.824 0.077 0.005 0.103 0.851], [0.258 0.348 0.824 0.933 0.954 0.329 0.077 0.005 0.103 0.851], [0.258 0.348 0.824 0.933 0.954 0.329 0.077 0.005 0.103 0.851], [0.258 0.954 0.824 0.933 0.348 0.329 0.077 0.005 0.103 0.851], [0.258 0.954 0.824 0.933 0.851 0.329 0.077 0.005 0.103 0.348], [0.258 0.954 0.824 0.933 0.851 0.329 0.077 0.005 0.103 0.348], [0.954 0.258 0.824 0.933 0.851 0.329 0.077 0.005 0.103 0.348], [0.954 0.933 0.824 0.258 0.851 0.329 0.077 0.005 0.103 0.348], [0.954 0.933 0.824 0.258 0.851 0.329 0.077 0.005 0.103 0.348], [0.348 0.933 0.824 0.258 0.851 0.329 0.077 0.005 0.103 0.954], [0.933 0.348 0.824 0.258 0.851 0.329 0.077 0.005 0.103 0.954], [0.933 0.851 0.824 0.258 0.348 0.329 0.077 0.005 0.103 0.954], [0.933 0.851 0.824 0.258 0.348 0.329 0.077 0.005 0.103 0.954], [0.103 0.851 0.824 0.258 0.348 0.329 0.077 0.005 0.933 0.954], [0.851 0.103 0.824 0.258 0.348 0.329 0.077 0.005 0.933 0.954], [0.851 0.348 0.824 0.258 0.103 0.329 0.077 0.005 0.933 0.954], [0.851 0.348 0.824 0.258 0.103 0.329 0.077 0.005 0.933 0.954], [0.005 0.348 0.824 0.258 0.103 0.329 0.077 0.851 0.933 0.954], [0.824 0.348 0.005 0.258 0.103 0.329 0.077 0.851 0.933 0.954], [0.824 0.348 0.329 0.258 0.103 0.005 0.077 0.851 0.933 0.954], [0.824 0.348 0.329 0.258 0.103 0.005 0.077 0.851 0.933 0.954], [0.077 0.348 0.329 0.258 0.103 0.005 0.824 0.851 0.933 0.954], [0.348 0.077 0.329 0.258 0.103 0.005 0.824 0.851 0.933 0.954], [0.348 0.258 0.329 0.077 0.103 0.005 0.824 0.851 0.933 0.954], [0.348 0.258 0.329 0.077 0.103 0.005 0.824 0.851 0.933 0.954], [0.005 0.258 0.329 0.077 0.103 0.348 0.824 0.851 0.933 0.954], [0.329 0.258 0.005 0.077 0.103 0.348 0.824 0.851 0.933 0.954], [0.329 0.258 0.005 0.077 0.103 0.348 0.824 0.851 0.933 0.954], [0.103 0.258 0.005 0.077 0.329 0.348 0.824 0.851 0.933 0.954], [0.258 0.103 0.005 0.077 0.329 0.348 0.824 0.851 0.933 0.954], [0.258 0.103 0.005 0.077 0.329 0.348 0.824 0.851 0.933 0.954], [0.077 0.103 0.005 0.258 0.329 0.348 0.824 0.851 0.933 0.954], [0.103 0.077 0.005 0.258 0.329 0.348 0.824 0.851 0.933 0.954], [0.103 0.077 0.005 0.258 0.329 0.348 0.824 0.851 0.933 0.954], [0.005 0.077 0.103 0.258 0.329 0.348 0.824 0.851 0.933 0.954], [0.077 0.005 0.103 0.258 0.329 0.348 0.824 0.851 0.933 0.954], [0.077 0.005 0.103 0.258 0.329 0.348 0.824 0.851 0.933 0.954], [0.005 0.077 0.103 0.258 0.329 0.348 0.824 0.851 0.933 0.954] | [0.005 0.077 0.103 0.258 0.329 0.348 0.824 0.851 0.933 0.954]
heapsort
segments_intersect: x: [0.37 0.986 0.39 0.378], y: [0.024 0.636 0.858 0.273] intersect:
0
segments_intersect
dag_shortest_paths: s: 6, A: [[0 0 0 0 0 0.482 0 0 0.151 0 0 0 0 0.0873 0.337 0 0 0 0], [0 0 0 0 0 0.552 0.479 0 0 0 0 0 0 0 0 0 0 0 0], [0.249 0 0 0 0 0 0.0537 0 0 0.8 0 0.194 0 0 0.113 0.607 0.45 0 0], [0.198 0.933 0 0 0 0.817 0.0694 0 0 0.217 0 0 0 0 0 0 0 0 0], [0.199 0.756 0 0.803 0 0.515 0 0.399 0 0.525 0 0.519 0 0.311 0 0.00105 0 0 0], [0 0 0 0 0 0 0.461 0 0 0 0 0 0 0.469 0.123 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0.257 0 0 0 0 0], [0.153 0.914 0 0.0238 0 0 0 0 0.919 0 0.284 0.513 0 0 0.427 0 0.295 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.767 0 0 0 0], [0 0 0 0 0 0 0.446 0 0.775 0 0 0 0 0 0.651 0 0 0 0], [0 0 0 0 0 0.342 0.576 0 0 0 0 0 0 0.843 0 0 0.462 0 0], [0.412 0.836 0 0 0 0.78 0.124 0 0 0 0 0 0 0.229 0 0.074 0 0 0], [0 0.0599 0.995 0 0.19 0 0 0 0 0.348 0.0481 0 0 0.803 0 0.214 0 0.818 0.573], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0.709 0 0 0 0 0 0 0.884 0 0 0 0 0], [0 0.902 0 0 0 0.454 0.652 0 0.812 0 0 0 0 0.646 0.686 0 0 0 0], [0 0.0617 0 0.271 0 0.803 0.849 0 0 0.517 0 0 0 0 0 0.148 0 0 0], [0 0 0 0 0.0584 0 0.164 0.257 0.226 0.233 0.838 0 0 0 0 0.101 0.419 0 0], [0.732 0 0 0.102 0 0.396 0 0.792 0.348 0.821 0 0.0849 0 0.305 0.661 0 0.744 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18] trace | pi:
[0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18] | [0 1 2 3 4 5 6 7 8 9 10 11 12 6 14 15 16 17 18]
dag_shortest_paths
naive_string_matcher: string: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1], key: [3 2 0 1 3 1 2 3 0 2 0 0 0 1 0 2 0 0 1 1 0 2 0], initial_trace: 0 trace | s:
1, 2, 3, 3, 4, 5, 5, 6, 7, 8, 9, 10, 11, 12, 13, 13, 13 | 13
naive_string_matcher
mst_prim: s: 10, A: [[0 0 0 0 0 0 0 0.203 0 0 0], [0 0.033 0 0 0 0 0 0 0.043 0 0], [0 0 0.177 0 0 0 0 0 0.338 0 0], [0 0 0 0 0 0 0 0 0 0.602 0.16], [0 0 0 0 0.384 0 0.046 0 0 0 0.619], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0.046 0 0 0.168 0 0.329 0], [0.203 0 0 0 0 0 0.168 0 0 0 0.536], [0 0.043 0.338 0 0 0 0 0 0.259 0 0], [0 0 0 0.602 0 0 0.329 0 0 0.411 0], [0 0 0 0.16 0.619 0 0 0.536 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10] trace | pi:
[0 1 2 10 10 5 6 10 8 9 10], [0 1 2 10 10 5 6 10 8 3 10], [7 1 2 10 10 5 7 10 8 3 10], [7 1 2 10 6 5 7 10 8 6 10], [7 1 2 10 6 5 7 10 8 6 10], [7 1 2 10 6 5 7 10 8 6 10] | [7 1 2 10 6 5 7 10 8 6 10]
mst_prim
bellman_ford: s: 2, A: [[0.131 0 0 0.476 0 0 0 0 0 0 0 0 0.751 0 0 0.538 0 0 0.698 0 0 0.195 0], [0 0 0.415 0 0.116 0 0 0.413 0 0 0 0 0 0 0 0.763 0.217 0 0 0 0 0 0], [0 0.415 0.103 0.36 0 0 0.74 0 0 0 0.905 0 0.557 0 0 0 0.414 0.182 0.608 0 0 0 0], [0.476 0 0.36 0 0 0 0 0.46 0 0.644 0 0 0.362 0.102 0 0.216 0 0 0 0 0 0.713 0], [0 0.116 0 0 0.219 0 0.299 0 0 0 0 0.662 0 0 0 0 0 0 0 0.404 0.808 0 0], [0 0 0 0 0 0 0.147 0.58 0 0.059 0 0.283 0 0 0 0 0.575 0 0 0 0 0 0], [0 0 0.74 0 0.299 0.147 0.123 0.191 0.533 0.786 0 0 0.74 0 0 0 0.623 0 0 0 0 0 0], [0 0.413 0 0.46 0 0.58 0.191 0.127 0 0 0 0 0.45 0 0 0 0 0 0 0 0.326 0 0.827], [0 0 0 0 0 0 0.533 0 0.307 0 0 0 0 0 0 0 0.5 0 0 0.186 0 0.423 0.225], [0 0 0 0.644 0 0.059 0.786 0 0 0 0 0.238 0.847 0 0.446 0 0 0.263 0.676 0.455 0 0 0.105], [0 0 0.905 0 0 0 0 0 0 0 0.944 0 0 0 0.201 0 0.048 0 0 0 0 0.666 0.542], [0 0 0 0 0.662 0.283 0 0 0 0.238 0 0.584 0 0.255 0 0 0 0.815 0 0 0 0 0], [0.751 0 0.557 0.362 0 0 0.74 0.45 0 0.847 0 0 0 0 0 0 0 0 0 0.482 0 0 0], [0 0 0 0.102 0 0 0 0 0 0 0 0.255 0 0.699 0 0 0 0 0 0 0 0 0.248], [0 0 0 0 0 0 0 0 0 0.446 0.201 0 0 0 0 0.228 0 0 0.518 0 0 0 0], [0.538 0.763 0 0.216 0 0 0 0 0 0 0 0 0 0 0.228 0.766 0 0 0 0 0 0 0], [0 0.217 0.414 0 0 0.575 0.623 0 0.5 0 0.048 0 0 0 0 0 0 0 0 0 0.673 0 0.594], [0 0 0.182 0 0 0 0 0 0 0.263 0 0.815 0 0 0 0 0 0.655 0 0 0 0 0], [0.698 0 0.608 0 0 0 0 0 0 0.676 0 0 0 0 0.518 0 0 0 0 0 0 0.646 0.811], [0 0 0 0 0.404 0 0 0 0.186 0.455 0 0 0.482 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0.808 0 0 0.326 0 0 0 0 0 0 0 0 0.673 0 0 0 0 0 0.112], [0.195 0 0 0.713 0 0 0 0 0.423 0 0.666 0 0 0 0 0 0 0 0.646 0 0 0 0], [0 0 0 0 0 0 0 0.827 0.225 0.105 0.542 0 0 0.248 0 0 0.594 0 0.811 0 0.112 0 0.059]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22] trace | pi:
[0 2 2 2 4 5 2 7 8 9 2 11 2 13 14 15 2 2 2 19 20 21 22], [3 2 2 2 1 6 2 3 16 17 16 17 2 3 10 3 2 2 2 12 16 3 16], [3 2 2 2 1 9 2 3 16 17 16 9 2 3 10 3 2 2 2 9 16 0 9] | [3 2 2 2 1 9 5 3 22 17 16 9 2 3 10 3 2 2 2 9 22 0 9]
bellman_ford
task_scheduling: d: [11 3 13 1 6 2 4 19 6 14 9 16 8 3 4 15 8 13 10], w: [0.025 0.07 0.227 0.452 0.864 0.361 0.278 0.591 0.296 0.673 0.396 0.551 0.921 0.619 0.108 0.068 0.027 0.076 0.515], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | selected:
[0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 1 0 0 1 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 1 0 0 1 0 0 0 0 0 0], [0 0 0 0 1 0 0 1 0 1 0 0 1 0 0 0 0 0 0], [0 0 0 0 1 0 0 1 0 1 0 1 1 0 0 0 0 0 0], [0 0 0 0 1 0 0 1 0 1 0 1 1 0 0 0 0 0 1], [0 0 0 0 1 0 0 1 0 1 0 1 1 0 0 0 0 0 1], [0 0 0 0 1 0 0 1 0 1 1 1 1 0 0 0 0 0 1], [0 0 0 0 1 0 0 1 0 1 1 1 1 0 0 0 0 0 1], [0 0 0 0 1 0 0 1 0 1 1 1 1 0 0 0 0 0 1], [0 0 0 0 1 0 0 1 0 1 1 1 1 0 0 0 0 0 1], [0 0 1 0 1 0 0 1 0 1 1 1 1 0 0 0 0 0 1], [0 0 1 0 1 0 0 1 0 1 1 1 1 0 0 0 0 0 1], [0 0 1 0 1 0 0 1 0 1 1 1 1 0 0 0 0 1 1], [0 0 1 0 1 0 0 1 0 1 1 1 1 0 0 0 0 1 1], [0 0 1 0 1 0 0 1 0 1 1 1 1 0 0 1 0 1 1], [0 0 1 0 1 0 0 1 0 1 1 1 1 0 0 1 0 1 1] | [1 0 1 0 1 0 0 1 0 1 1 1 1 0 0 1 0 1 1]
task_scheduling
activity_selector: s: [0.236 0.148 0.009 0.195 0.397 0.327 0.269 0.18 0.122 0.567], f: [0.948 0.896 0.588 0.223 0.987 0.544 0.899 0.814 0.836 0.929], initial_trace: [0 0 0 0 0 0 0 0 0 0] trace | selected:
[0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 1 0 0 0 0], [0 0 0 1 0 1 0 0 0 0], [0 0 0 1 0 1 0 0 0 0], [0 0 0 1 0 1 0 0 0 0], [0 0 0 1 0 1 0 0 0 0], [0 0 0 1 0 1 0 0 0 0], [0 0 0 1 0 1 0 0 0 1], [0 0 0 1 0 1 0 0 0 1] | [0 0 0 1 0 1 0 0 0 1]
activity_selector
floyd_warshall: A: [[0.154 0 0 0 0], [0 0 0 0 0], [0 0 0.705 0 0], [0 0 0 0.903 0.742], [0 0 0 0.742 0]], initial_trace: [[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 2], [3 3 3 3 3], [4 4 4 4 4]] trace | Pi:
[[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 2], [3 3 3 3 3], [4 4 4 4 4]], [[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 2], [3 3 3 3 3], [4 4 4 4 4]], [[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 2], [3 3 3 3 3], [4 4 4 4 4]] | [[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 2], [3 3 3 3 3], [4 4 4 4 4]]
floyd_warshall
activity_selector: s: [0.016 0.091 0.352 0.617 0.459 0.956 0.097 0.228 0.562 0.073 0.455 0.396], f: [0.651 0.422 0.99 0.714 0.949 0.977 0.247 0.54 0.738 0.653 0.459 0.574], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0] trace | selected:
[0 0 0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 1 0 0 0 1 0], [0 0 0 0 0 0 1 0 0 0 1 0], [0 0 0 0 0 0 1 0 0 0 1 0], [0 0 0 0 0 0 1 0 0 0 1 0], [0 0 0 0 0 0 1 0 0 0 1 0], [0 0 0 1 0 0 1 0 0 0 1 0], [0 0 0 1 0 0 1 0 0 0 1 0], [0 0 0 1 0 0 1 0 0 0 1 0], [0 0 0 1 0 1 1 0 0 0 1 0] | [0 0 0 1 0 1 1 0 0 0 1 0]
activity_selector
dag_shortest_paths: s: 5, A: [[0 0 0 0.893 0 0.962 0 0.855 0.285 0 0.53 0.141 0 0 0 0 0.757 0 0], [0 0 0 0.944 0 0.275 0.762 0.0249 0.645 0.905 0 0 0 0 0 0.0118 0 0 0], [0.217 0 0 0.826 0 0.984 0.806 0.196 0.358 0 0 0 0 0 0 0.298 0.252 0 0], [0 0 0 0 0 0.959 0 0 0.0269 0.816 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0.338 0 0 0 0.399 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0.237 0.695 0 0 0.877 0.323 0 0 0 0 0 0.562 0 0 0], [0 0 0 0 0.415 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0.0516 0.222 0 0 0.204 0 0 0 0 0 0 0.453 0 0 0], [0 0 0 0.505 0 0 0 0 0.0532 0.118 0 0 0.233 0 0 0.891 0.313 0 0], [0 0 0 0 0 0 0 0 0.971 0 0 0 0 0 0 0.773 0 0 0.114], [0 0 0 0.488 0 0.085 0 0 0 0 0 0 0 0 0 0.371 0 0 0.299], [0 0.441 0.485 0.916 0.453 0.0722 0.566 0 0 0.836 0 0 0 0 0 0.715 0 0 0], [0 0 0.609 0.733 0.731 0 0 0 0.725 0 0.473 0.323 0 0 0 0.0512 0.182 0 0], [0 0 0 0 0.632 0.269 0 0 0.625 0 0 0 0 0 0 0 0 0 0], [0 0.14 0 0.636 0.608 0 0 0 0 0 0 0 0.665 0 0 0.532 0 0 0.444], [0 0 0.108 0 0 0 0.58 0.725 0 0.335 0.937 0.0718 0 0 0.0176 0 0 0 0.00451], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18] trace | pi:
[0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 5 5 6 7 5 9 10 11 12 13 14 15 16 17 18] | [0 1 2 3 5 5 6 7 5 9 10 11 12 13 14 15 16 17 18]
dag_shortest_paths
bfs: s: 8, A: [[1 0 0 0 0 0 0 1 1 0 1], [0 1 0 0 0 0 1 1 0 1 0], [0 0 0 0 0 1 0 0 1 1 0], [0 0 0 1 0 0 1 0 1 1 0], [0 0 0 0 0 1 0 0 0 0 0], [0 0 1 0 1 1 1 1 0 0 1], [0 1 0 1 0 1 1 0 0 1 0], [1 1 0 0 0 1 0 0 0 0 0], [1 0 1 1 0 0 0 0 0 0 1], [0 1 1 1 0 0 1 0 0 0 0], [1 0 0 0 0 1 0 0 1 0 1]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10] trace | pi:
[8 1 8 8 4 5 6 7 8 9 8], [8 1 8 8 4 2 3 0 8 2 8] | [8 6 8 8 5 2 3 0 8 2 8]
bfs
kmp_matcher: string: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1], key: [1 1 3 3 1 0 2 0 0 0 3 2 2 0 2 0 0 0 2 3 2 3 2 1 1 3 3 1], initial_trace: 0 trace | s:
0, 0, 0, 0, 0, 0, 0, 0, 0 | 0
kmp_matcher
optimal_bst: p: [0.081 0.17 0.12 0.03 0.118 0], q: [0.027 0.145 0.071 0.013 0.122 0.103], initial_trace: [[0 0 0 0 0 0], [0 0 0 0 0 0], [0 0 0 0 0 0], [0 0 0 0 0 0], [0 0 0 0 0 0], [0 0 0 0 0 0]] trace | root:
[[0 0 0 0 0 0], [0 0 1 0 0 0], [0 0 0 2 0 0], [0 0 0 0 3 0], [0 0 0 0 0 4], [0 0 0 0 0 0]], [[0 0 1 0 0 0], [0 0 1 1 0 0], [0 0 0 2 2 0], [0 0 0 0 3 4], [0 0 0 0 0 4], [0 0 0 0 0 0]], [[0 0 1 1 0 0], [0 0 1 1 1 0], [0 0 0 2 2 4], [0 0 0 0 3 4], [0 0 0 0 0 4], [0 0 0 0 0 0]], [[0 0 1 1 1 0], [0 0 1 1 1 2], [0 0 0 2 2 4], [0 0 0 0 3 4], [0 0 0 0 0 4], [0 0 0 0 0 0]] | [[0 0 1 1 1 2], [0 0 1 1 1 2], [0 0 0 2 2 4], [0 0 0 0 3 4], [0 0 0 0 0 4], [0 0 0 0 0 0]]
optimal_bst
naive_string_matcher: string: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1], key: [1 2 2 1 1 0 3 1 0 1 3 0 2 2 0 1 2 0 0 2 2 3 0 3 1 0 1 3], initial_trace: 0 trace | s:
1, 2, 3, 4, 5, 6, 6, 6, 6 | 6
naive_string_matcher
quickselect: key: [0.169 0.329 0.342 0.934 0.604 0.591 0.135 0.226 0.565 1], initial_trace: 9 trace | pivot:
9, 9, 9, 9, 9, 9, 9, 9, 9, 8, 8, 8, 8, 8, 8, 8, 8 | 8
quickselect
articulation_points: A: [[0 0 0 0 0 0 0 1 0 0 0 0 0 0 0], [0 1 0 0 1 0 0 0 0 0 0 0 1 0 0], [0 0 1 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 1 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 1 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 1 1 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 1 0 0 1], [0 1 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 1 0 0 1]], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | is_cut:
[0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 1 0 0 0 1 0 0 1 0 0 0], [0 0 0 0 1 0 0 0 1 0 0 1 0 0 0], [0 0 0 0 1 0 0 0 1 0 0 1 1 0 0], [0 0 0 0 1 0 0 0 1 0 0 1 1 0 0], [0 0 0 0 1 0 0 0 1 0 0 1 1 0 0], [0 1 0 0 1 0 0 0 1 0 0 1 1 0 0], [0 1 0 0 1 0 0 0 1 0 0 1 1 0 0], [0 1 0 0 1 0 0 0 1 0 0 1 1 0 0], [0 1 0 0 1 0 0 0 1 0 0 1 1 0 0], [0 1 0 0 1 0 0 0 1 0 0 1 1 0 0], [0 1 0 0 1 0 0 0 1 0 0 1 1 0 0], [0 1 0 0 1 0 0 0 1 0 0 1 1 0 0], [0 1 0 0 1 0 0 0 1 0 0 1 1 0 0], [0 1 0 0 1 0 0 0 1 0 0 1 1 0 0], [0 1 0 0 1 0 0 0 1 0 0 1 1 0 0], [0 1 0 0 1 0 0 0 1 0 0 1 1 0 0], [0 1 0 0 1 0 0 0 1 0 0 1 1 0 0], [0 1 0 0 1 0 0 0 1 0 0 1 1 0 0], [0 1 0 0 1 0 0 0 1 0 0 1 1 0 0], [0 1 0 0 1 0 0 0 1 0 0 1 1 0 0] | [0 1 0 0 1 0 0 0 1 0 0 1 1 0 0]
articulation_points
topological_sort: A: [[0 0 0 0 1 0 1 0 1 0 0 0 0 0 1 0 0 0 1 0 0 1 0], [1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 1 1 0 0 0 0], [1 1 0 0 1 1 0 0 1 1 1 0 0 1 1 0 0 1 0 0 0 0 1], [0 1 0 0 1 0 0 0 1 1 1 0 1 1 0 1 1 0 1 0 1 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 1 0 0 1 0 1 1 0 0 0 1 1 0], [0 0 0 0 0 0 0 0 1 1 0 0 0 1 0 0 1 0 0 0 0 1 1], [1 1 0 0 0 1 1 0 1 0 1 0 0 1 0 1 1 1 1 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 0 0 1 1], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 1 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 1 1 1 0 0 0 0], [1 0 0 0 1 1 1 0 0 1 0 0 1 0 1 0 0 0 0 0 1 0 0], [0 0 0 0 1 1 1 0 0 1 1 0 0 0 1 0 1 1 1 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0], [1 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 1 0 1 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 1 1 0 1 0 1 1 0 1 1 0 0 0 0 0 0 1], [0 0 0 0 0 0 1 0 1 1 0 0 0 0 1 0 1 1 1 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], 0 trace | topo, topo_head:
[0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], 0, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], 0, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], 0, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], 13, [0 1 2 3 13 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], 4, [0 1 2 3 13 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], 4, [0 1 2 3 13 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], 4, [0 1 2 3 13 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], 4, [0 1 2 3 13 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], 4, [0 1 2 3 13 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 4 22], 21, [0 1 2 3 13 5 6 7 8 9 10 11 12 13 21 15 16 17 18 19 20 4 22], 14, [0 1 2 3 13 5 6 7 8 9 10 11 12 13 21 15 16 17 18 19 20 4 22], 14, [0 1 2 3 13 5 6 7 8 9 10 11 12 13 21 15 16 17 14 19 20 4 22], 18, [0 1 2 3 13 5 6 7 8 9 10 11 12 13 21 15 16 17 14 19 20 4 22], 18, [0 1 2 3 13 5 6 7 8 9 10 11 12 13 21 15 16 17 14 19 20 4 18], 22, [0 1 2 3 13 5 6 7 22 9 10 11 12 13 21 15 16 17 14 19 20 4 18], 8, [0 1 2 3 13 5 6 7 22 9 10 11 12 13 21 15 16 17 14 19 20 4 18], 8, [0 1 2 3 13 5 6 7 22 9 10 11 12 13 21 15 16 17 14 19 20 4 18], 8, [0 1 2 3 13 5 6 7 22 9 10 11 12 13 21 15 16 8 14 19 20 4 18], 17, [0 1 2 3 13 5 6 7 22 17 10 11 12 13 21 15 16 8 14 19 20 4 18], 9, [0 1 2 3 13 5 6 7 22 17 10 11 12 13 21 15 16 8 14 19 20 4 18], 9, [0 1 2 3 13 5 6 7 22 17 10 11 12 13 21 15 9 8 14 19 20 4 18], 16, [0 1 2 3 13 5 16 7 22 17 10 11 12 13 21 15 9 8 14 19 20 4 18], 6, [6 1 2 3 13 5 16 7 22 17 10 11 12 13 21 15 9 8 14 19 20 4 18], 0, [6 1 2 3 13 5 16 7 22 17 10 11 12 13 21 15 9 8 14 19 20 4 18], 0, [6 1 2 3 13 5 16 7 22 17 10 11 12 13 21 15 9 8 14 19 20 4 18], 0, [6 1 2 3 13 5 16 7 22 17 10 11 12 13 21 15 9 8 14 19 20 4 18], 0, [6 1 2 3 13 5 16 7 22 17 10 11 12 13 21 0 9 8 14 19 20 4 18], 15, [6 15 2 3 13 5 16 7 22 17 10 11 12 13 21 0 9 8 14 19 20 4 18], 1, [6 15 2 3 13 5 16 7 22 17 10 11 12 13 21 0 9 8 14 19 20 4 18], 1, [6 15 2 3 13 5 16 7 22 17 10 11 12 13 21 0 9 8 14 19 20 4 18], 1, [6 15 2 3 13 5 16 7 22 17 10 11 12 13 21 0 9 8 14 19 20 4 18], 1, [6 15 2 3 13 5 16 7 22 17 10 11 12 13 21 0 9 8 14 19 20 4 18], 1, [6 15 2 3 13 5 16 7 22 17 1 11 12 13 21 0 9 8 14 19 20 4 18], 10, [6 15 2 3 13 5 16 7 22 17 1 11 12 13 21 0 9 8 14 19 20 4 18], 10, [6 15 2 3 13 5 16 7 22 17 1 11 12 13 21 0 9 8 14 19 10 4 18], 20, [6 15 2 3 13 20 16 7 22 17 1 11 12 13 21 0 9 8 14 19 10 4 18], 5, [6 15 5 3 13 20 16 7 22 17 1 11 12 13 21 0 9 8 14 19 10 4 18], 2, [6 15 5 3 13 20 16 7 22 17 1 11 12 13 21 0 9 8 14 19 10 4 18], 2, [6 15 5 3 13 20 16 7 22 17 1 11 12 13 21 0 9 8 14 19 10 4 18], 2, [6 15 5 3 13 20 16 7 22 17 1 11 12 13 21 0 9 8 14 19 10 4 18], 2, [6 15 5 3 13 20 16 7 22 17 1 11 2 13 21 0 9 8 14 19 10 4 18], 12, [6 15 5 12 13 20 16 7 22 17 1 11 2 13 21 0 9 8 14 19 10 4 18], 3, [6 15 5 12 13 20 16 7 22 17 1 11 2 13 21 0 9 8 14 19 10 4 18], 3, [6 15 5 12 13 20 16 7 22 17 1 11 2 13 21 0 9 8 14 19 10 4 18], 3, [6 15 5 12 13 20 16 3 22 17 1 11 2 13 21 0 9 8 14 19 10 4 18], 7, [6 15 5 12 13 20 16 3 22 17 1 11 2 13 21 0 9 8 14 19 10 4 18], 7, [6 15 5 12 13 20 16 3 22 17 1 11 2 13 21 0 9 8 14 19 10 4 18], 7, [6 15 5 12 13 20 16 3 22 17 1 7 2 13 21 0 9 8 14 19 10 4 18], 11, [6 15 5 12 13 20 16 3 22 17 1 7 2 13 21 0 9 8 14 19 10 4 18], 11, [6 15 5 12 13 20 16 3 22 17 1 7 2 13 21 0 9 8 14 19 10 4 18], 11 | [6 15 5 12 13 20 16 3 22 17 1 7 2 13 21 0 9 8 14 11 10 4 18], 19
topological_sort
floyd_warshall: A: [[0 0 0 0.189 0.436], [0 0 0 0 0], [0 0 0 0 0], [0.189 0 0 0 0], [0.436 0 0 0 0]], initial_trace: [[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 2], [3 3 3 3 3], [4 4 4 4 4]] trace | Pi:
[[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 2], [3 3 3 3 0], [4 4 4 0 4]], [[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 2], [3 3 3 3 0], [4 4 4 0 4]], [[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 2], [3 3 3 3 0], [4 4 4 0 4]] | [[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 2], [3 3 3 3 0], [4 4 4 0 4]]
floyd_warshall
floyd_warshall: A: [[0.857 0.245 0 0 0 0.434 0 0.507 0.605 0], [0.245 0.745 0.485 0 0 0 0.506 0 0 0.436], [0 0.485 0 0 0 0 0 0 0 0], [0 0 0 0 0.383 0 0 0 0.32 0], [0 0 0 0.383 0 0 0.231 0 0 0.761], [0.434 0 0 0 0 0.281 0.26 0 0 0], [0 0.506 0 0 0.231 0.26 0 0 0 0.273], [0.507 0 0 0 0 0 0 0.106 0 0.505], [0.605 0 0 0.32 0 0 0 0 0.363 0], [0 0.436 0 0 0.761 0 0.273 0.505 0 0]], initial_trace: [[0 0 0 0 0 0 0 0 0 0], [1 1 1 1 1 1 1 1 1 1], [2 2 2 2 2 2 2 2 2 2], [3 3 3 3 3 3 3 3 3 3], [4 4 4 4 4 4 4 4 4 4], [5 5 5 5 5 5 5 5 5 5], [6 6 6 6 6 6 6 6 6 6], [7 7 7 7 7 7 7 7 7 7], [8 8 8 8 8 8 8 8 8 8], [9 9 9 9 9 9 9 9 9 9]] trace | Pi:
[[0 0 0 0 0 0 0 0 0 0], [1 0 1 1 1 0 1 0 0 1], [2 2 2 2 2 2 2 2 2 2], [3 3 3 3 3 3 3 3 3 3], [4 4 4 4 4 4 4 4 4 4], [5 0 5 5 5 5 5 0 0 5], [6 6 6 6 6 6 6 6 6 6], [7 0 7 7 7 0 7 7 0 7], [8 0 8 8 8 0 8 0 8 8], [9 9 9 9 9 9 9 9 9 9]], [[1 0 1 0 0 0 1 0 0 1], [1 0 1 1 1 0 1 0 0 1], [1 2 2 2 2 0 1 0 0 1], [3 3 3 3 3 3 3 3 3 3], [4 4 4 4 4 4 4 4 4 4], [5 0 1 5 5 5 5 0 0 1], [1 6 1 6 6 6 6 0 0 6], [7 0 1 7 7 0 1 7 0 7], [8 0 1 8 8 0 1 0 8 1], [1 9 1 9 9 0 9 9 0 9]], [[1 0 1 0 0 0 1 0 0 1], [1 0 1 1 1 0 1 0 0 1], [1 2 2 2 2 0 1 0 0 1], [3 3 3 3 3 3 3 3 3 3], [4 4 4 4 4 4 4 4 4 4], [5 0 1 5 5 5 5 0 0 1], [1 6 1 6 6 6 6 0 0 6], [7 0 1 7 7 0 1 7 0 7], [8 0 1 8 8 0 1 0 8 1], [1 9 1 9 9 0 9 9 0 9]], [[1 0 1 0 0 0 1 0 0 1], [1 0 1 1 1 0 1 0 0 1], [1 2 2 2 2 0 1 0 0 1], [3 3 3 3 3 3 3 3 3 3], [4 4 4 4 4 4 4 4 3 4], [5 0 1 5 5 5 5 0 0 1], [1 6 1 6 6 6 6 0 0 6], [7 0 1 7 7 0 1 7 0 7], [8 0 1 8 3 0 1 0 8 1], [1 9 1 9 9 0 9 9 0 9]], [[1 0 1 0 0 0 1 0 0 1], [1 0 1 1 1 0 1 0 0 1], [1 2 2 2 2 0 1 0 0 1], [3 3 3 3 3 3 4 3 3 4], [4 4 4 4 4 4 4 4 3 4], [5 0 1 5 5 5 5 0 0 1], [1 6 1 4 6 6 6 0 3 6], [7 0 1 7 7 0 1 7 0 7], [8 0 1 8 3 0 4 0 8 1], [1 9 1 4 9 0 9 9 0 9]], [[1 0 1 0 0 0 5 0 0 1], [1 0 1 1 1 0 1 0 0 1], [1 2 2 2 2 0 1 0 0 1], [3 3 3 3 3 3 4 3 3 4], [4 4 4 4 4 4 4 4 3 4], [5 0 1 5 5 5 5 0 0 1], [5 6 1 4 6 6 6 0 3 6], [7 0 1 7 7 0 5 7 0 7], [8 0 1 8 3 0 4 0 8 1], [1 9 1 4 9 0 9 9 0 9]], [[1 0 1 4 6 0 5 0 0 1], [1 0 1 4 6 0 1 0 0 1], [1 2 2 4 6 0 1 0 0 1], [5 6 1 3 3 6 4 0 3 6], [5 6 1 4 4 6 4 0 3 6], [5 0 1 4 6 5 5 0 0 6], [5 6 1 4 6 6 6 0 3 6], [7 0 1 4 6 0 5 7 0 7], [8 0 1 8 3 0 4 0 8 6], [1 9 1 4 6 6 9 9 3 9]], [[1 0 1 4 6 0 5 0 0 1], [1 0 1 4 6 0 1 0 0 1], [1 2 2 4 6 0 1 0 0 1], [5 6 1 3 3 6 4 0 3 6], [5 6 1 4 4 6 4 0 3 6], [5 0 1 4 6 5 5 0 0 6], [5 6 1 4 6 6 6 0 3 6], [7 0 1 4 6 0 5 7 0 7], [8 0 1 8 3 0 4 0 8 6], [1 9 1 4 6 6 9 9 3 9]] | [[1 0 1 8 6 0 5 0 0 1], [1 0 1 4 6 0 1 0 0 1], [1 2 2 4 6 0 1 0 0 1], [8 6 1 3 3 6 4 9 3 6], [5 6 1 4 4 6 4 9 3 6], [5 0 1 4 6 5 5 0 0 6], [5 6 1 4 6 6 6 9 3 6], [7 0 1 4 6 0 9 7 0 7], [8 0 1 8 3 0 4 0 8 6], [1 9 1 4 6 6 9 9 3 9]]
floyd_warshall
mst_kruskal: A: [[0 0 0 0.462 0], [0 0 0 0 0], [0 0 0 0 0], [0.462 0 0 0 0], [0 0 0 0 0]], initial_trace: [[0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0]] trace | in_mst:
[[0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0]] | [[0 0 0 1 0], [0 0 0 0 0], [0 0 0 0 0], [1 0 0 0 0], [0 0 0 0 0]]
mst_kruskal
heapsort: key: [0.851 0.994 0.58 0.141], initial_trace: [0.851 0.994 0.58 0.141] trace | pred:
[0.851 0.994 0.58 0.141], [0.851 0.994 0.58 0.141], [0.851 0.994 0.58 0.141], [0.994 0.851 0.58 0.141], [0.994 0.851 0.58 0.141], [0.141 0.851 0.58 0.994], [0.851 0.141 0.58 0.994], [0.851 0.141 0.58 0.994], [0.58 0.141 0.851 0.994], [0.58 0.141 0.851 0.994], [0.141 0.58 0.851 0.994] | [0.141 0.58 0.851 0.994]
heapsort
find_maximum_subarray_kadane: key: [0.39 -0.185 0.486 0.782 0.242 0.399 -0.417 -0.416 -0.21 0.941 -0.28 0.303], initial_trace: (0, 0) trace | (best_low, best_high):
(0, 0), (0, 2), (0, 3), (0, 4), (0, 5), (0, 5), (0, 5), (0, 5), (0, 5), (0, 5) | (0, 5)
find_maximum_subarray_kadane
quickselect: key: [0.228 0.289 0.422 0.735 0.035 0.685 0.538 0.504 0.271 0.038 0.995 0.932 0.308 0.018 0.157 0.553 0.866 0.396 0.083 0.402 0.34 0.549 0.335 0.319 0.7 0.438 0.179 0.081 0.134 0.072 0.319], initial_trace: 30 trace | pivot:
30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 25, 25, 25, 25, 25, 25, 2, 2, 2, 2, 2, 22, 22, 22 | 22
quickselect
binary_search: key: [0.149 0.224 0.297 0.613 0.815], target: 0.391, initial_trace: (0, 4) trace | (low, high):
(3, 4) | (3, 3)
binary_search
quickselect: key: [0.41 0.367 0.621 0.475 0.87 0.433 0.489 0.547 0.316 0.454], initial_trace: 9 trace | pivot:
9, 9, 9, 9, 9, 9, 9, 9, 9, 4, 4, 4, 4, 4, 3, 3, 3 | 3
quickselect
mst_prim: s: 1, A: [[0.545 0 0 0 0.177 0 0 0 0 0], [0 0 0 0 0 0.17 0 0 0 0], [0 0 0.461 0.335 0 0 0 0 0 0], [0 0 0.335 0 0 0.224 0 0 0.378 0], [0.177 0 0 0 0 0.154 0 0.242 0 0], [0 0.17 0 0.224 0.154 0.255 0.691 0 0.367 0], [0 0 0 0 0 0.691 0.26 0 0.73 0], [0 0 0 0 0.242 0 0 0.872 0 0], [0 0 0 0.378 0 0.367 0.73 0 0 0], [0 0 0 0 0 0 0 0 0 0.573]], initial_trace: [0 1 2 3 4 5 6 7 8 9] trace | pi:
[0 1 2 3 4 1 6 7 8 9], [0 1 2 5 5 1 5 7 5 9], [4 1 2 5 5 1 5 4 5 9], [4 1 2 5 5 1 5 4 5 9], [4 1 3 5 5 1 5 4 5 9], [4 1 3 5 5 1 5 4 5 9], [4 1 3 5 5 1 5 4 5 9], [4 1 3 5 5 1 5 4 5 9] | [4 1 3 5 5 1 5 4 5 9]
mst_prim
naive_string_matcher: string: [0 0 0 0 0 0 0 0 0 1 1], key: [2 3 1 2 2 3 1 1 2 3 1], initial_trace: 0 trace | s:
1 | 1
naive_string_matcher
graham_scan: x: [-0.49 -0.667 1.28 0.406 -0.844 0.775 1.41 0.756 -0.877 -0.222 1.13 0.011 -0.476 1.53 1.71 0.798 1.56 1.4 -0.599], y: [1.41 -0.211 -0.784 -0.693 0.434 0.84 0.941 1.58 -0.373 0.95 -0.223 -1.63 -0.72 1.2 -0.046 0.422 0.317 0.968 0.93], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 1 0 0 1 0 1 0 0], [0 0 1 0 0 0 0 0 0 0 1 1 0 0 1 0 1 0 0], [0 0 1 0 0 0 0 0 0 0 0 1 0 0 1 0 1 0 0], [0 0 1 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0], [0 0 1 0 0 0 1 0 0 0 0 1 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 1 0 1 1 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 1 0 1 1 0 0 1 0], [0 0 1 1 0 0 0 0 0 0 0 1 0 1 1 0 0 1 0], [0 0 1 0 0 0 0 0 0 0 0 1 0 1 1 0 0 1 0], [0 0 1 0 0 0 0 0 0 0 0 1 0 1 1 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 1 0 1 1 1 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 1 0 1 1 0 0 0 0], [0 0 1 0 0 1 0 0 0 0 0 1 0 1 1 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 1 0 1 1 0 0 0 0], [0 0 1 0 0 0 0 1 0 0 0 1 0 1 1 0 0 0 0], [0 0 1 0 0 0 0 1 0 1 0 1 0 1 1 0 0 0 0], [0 0 1 0 0 0 0 1 0 0 0 1 0 1 1 0 0 0 0], [1 0 1 0 0 0 0 1 0 0 0 1 0 1 1 0 0 0 0], [1 0 1 0 0 0 0 1 0 0 0 1 0 1 1 0 0 0 1], [1 0 1 0 0 0 0 1 0 0 0 1 0 1 1 0 0 0 0], [1 0 1 0 1 0 0 1 0 0 0 1 0 1 1 0 0 0 0], [1 1 1 0 1 0 0 1 0 0 0 1 0 1 1 0 0 0 0], [1 1 1 0 1 0 0 1 0 0 0 1 1 1 1 0 0 0 0], [1 1 1 0 1 0 0 1 0 0 0 1 0 1 1 0 0 0 0], [1 0 1 0 1 0 0 1 0 0 0 1 0 1 1 0 0 0 0] | [1 0 1 0 1 0 0 1 1 0 0 1 0 1 1 0 0 0 0]
graham_scan
binary_search: key: [0.126 0.158 0.175 0.269 0.287 0.369 0.507 0.799 0.852 0.964], target: 0.986, initial_trace: (0, 9) trace | (low, high):
(5, 9), (8, 9) | (9, 9)
binary_search
articulation_points: A: [[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 0 0 1 0 0], [0 1 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 1 0 0 0], [0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1]], initial_trace: [0 0 0 0 0 0 0 0 0 0] trace | is_cut:
[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 1 0 0 0 0] | [0 0 0 0 0 1 0 0 0 0]
articulation_points
topological_sort: A: [[0 0 0 0 1 0 1 0 0 1 0 1 0 0 0 0 1 0 0 0 0 1 1], [0 0 1 0 1 1 1 0 0 0 0 1 0 1 0 0 0 0 0 0 0 1 1], [0 0 0 0 0 1 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0 1 0 0 1 0 0 1 0 0 0 1 0 1], [0 0 1 0 0 1 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 1 0 0 0 1 0 0], [0 0 0 1 1 1 1 0 0 1 0 0 0 1 0 0 0 0 1 0 1 1 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 1 1 0 1 0 1 0 0 1 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 1 0 0 1 0 0 1 0 0 1 0 1 0 0 0 0], [0 0 1 0 0 1 1 0 0 1 0 0 0 0 0 0 1 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 1 1 0 1 0 1 1 1 0 0 1 0 0 0 1 0 1 1 1 1 1], [0 1 0 1 1 0 0 1 0 1 0 0 0 1 1 0 0 1 1 1 0 0 1], [0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 1 0 1 0 1 1 1 1 0 0 0 0 0 0 0 0 1], [0 0 1 0 1 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 1 0], [1 0 0 1 0 0 0 1 0 1 1 1 1 0 0 0 1 1 0 0 1 1 1], [0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1], [0 0 1 1 1 0 0 0 1 0 0 0 0 1 0 0 1 0 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], 0 trace | topo, topo_head:
[0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], 0, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], 0, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], 0, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], 0, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], 5, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], 5, [0 1 2 3 4 5 6 7 5 9 10 11 12 13 14 15 16 17 18 19 20 21 22], 8, [0 1 2 3 4 5 6 7 5 9 10 11 12 13 14 15 16 17 18 19 20 21 22], 8, [0 1 2 3 4 5 6 7 5 9 10 11 12 8 14 15 16 17 18 19 20 21 22], 13, [0 1 13 3 4 5 6 7 5 9 10 11 12 8 14 15 16 17 18 19 20 21 22], 2, [0 1 13 3 4 5 6 7 5 9 10 11 12 8 14 15 16 17 18 19 20 21 22], 2, [0 1 13 3 4 5 6 7 5 9 2 11 12 8 14 15 16 17 18 19 20 21 22], 10, [0 1 13 3 10 5 6 7 5 9 2 11 12 8 14 15 16 17 18 19 20 21 22], 4, [0 1 13 3 10 5 6 7 5 9 2 11 12 8 14 15 16 17 18 19 20 21 22], 4, [0 1 13 3 10 5 6 7 5 9 2 11 12 8 14 15 16 17 18 19 20 21 22], 4, [0 1 13 3 10 5 6 7 5 9 2 11 12 8 14 15 4 17 18 19 20 21 22], 16, [0 1 13 3 10 5 6 7 5 9 2 11 12 8 14 15 4 17 18 19 20 21 22], 16, [0 1 13 3 10 5 6 7 5 9 2 11 12 8 14 15 4 17 18 19 20 21 22], 16, [0 1 13 3 10 5 6 7 5 9 2 11 12 8 14 15 4 17 18 19 20 21 16], 22, [0 1 13 3 10 5 6 7 5 9 2 11 12 8 14 15 4 17 18 19 22 21 16], 20, [0 1 13 3 10 5 20 7 5 9 2 11 12 8 14 15 4 17 18 19 22 21 16], 6, [0 1 13 3 10 5 20 7 5 9 2 11 12 8 14 15 4 17 18 19 22 21 16], 6, [0 1 13 3 10 5 20 7 5 6 2 11 12 8 14 15 4 17 18 19 22 21 16], 9, [0 1 13 3 10 5 20 7 5 6 2 11 12 8 14 15 4 17 18 19 22 21 16], 9, [0 1 13 3 10 5 20 7 5 6 2 11 12 8 14 15 4 17 18 19 22 21 16], 9, [0 1 13 3 10 5 20 7 5 6 2 11 12 8 14 15 4 17 18 19 22 21 16], 9, [0 1 13 9 10 5 20 7 5 6 2 11 12 8 14 15 4 17 18 19 22 21 16], 3, [0 1 13 9 10 5 20 7 5 6 2 11 12 8 14 15 4 17 18 19 22 21 16], 3, [0 1 13 9 10 5 20 7 5 6 2 11 12 8 14 15 4 17 18 19 22 21 16], 3, [0 1 13 9 10 5 20 7 5 6 2 11 12 8 14 15 4 17 18 19 22 3 16], 21, [0 1 13 9 10 5 20 7 5 6 2 11 12 8 14 15 4 17 21 19 22 3 16], 18, [0 1 13 9 10 5 20 18 5 6 2 11 12 8 14 15 4 17 21 19 22 3 16], 7, [0 1 13 9 10 5 20 18 5 6 2 7 12 8 14 15 4 17 21 19 22 3 16], 11, [11 1 13 9 10 5 20 18 5 6 2 7 12 8 14 15 4 17 21 19 22 3 16], 0, [11 1 13 9 10 5 20 18 5 6 2 7 12 8 14 15 4 17 21 19 22 3 16], 0, [11 1 13 9 10 5 20 18 5 6 2 7 12 8 14 15 4 17 21 19 22 3 16], 0, [11 0 13 9 10 5 20 18 5 6 2 7 12 8 14 15 4 17 21 19 22 3 16], 1, [11 0 13 9 10 5 20 18 5 6 2 7 12 8 14 15 4 17 21 19 22 3 16], 1, [11 0 13 9 10 5 20 18 5 6 2 7 12 8 14 15 4 17 21 19 22 3 16], 1, [11 0 13 9 10 5 20 18 5 6 2 7 1 8 14 15 4 17 21 19 22 3 16], 12, [11 0 13 9 10 5 20 18 5 6 2 7 1 8 14 15 4 17 21 19 22 3 16], 12, [11 0 13 9 10 5 20 18 5 6 2 7 1 8 14 15 4 17 21 19 22 3 16], 12, [11 0 13 9 10 5 20 18 5 6 2 7 1 8 14 15 4 17 21 19 22 3 16], 12, [11 0 13 9 10 5 20 18 5 6 2 7 1 8 14 15 4 17 21 19 22 3 16], 12, [11 0 13 9 10 5 20 18 5 6 2 7 1 8 14 15 4 12 21 19 22 3 16], 17, [11 0 13 9 10 5 20 18 5 6 2 7 1 8 14 15 4 12 21 17 22 3 16], 19, [11 0 13 9 10 5 20 18 5 6 2 7 1 8 19 15 4 12 21 17 22 3 16], 14, [11 0 13 9 10 5 20 18 5 6 2 7 1 8 19 15 4 12 21 17 22 3 16], 14, [11 0 13 9 10 5 20 18 5 6 2 7 1 8 19 15 4 12 21 17 22 3 16], 14 | [11 0 13 9 10 5 20 18 5 6 2 7 1 8 19 14 4 12 21 17 22 3 16], 15
topological_sort
topological_sort: A: [[0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 1 0 0 0 0 1 0 1 0 1 0 1 1 0], [0 1 0 0 0 0 1 0 0 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0 0 0 1], [0 1 0 0 1 0 1 0 0 1 1 0 1 0 1], [0 0 0 0 0 0 0 0 1 0 0 0 1 0 0], [1 1 0 0 0 0 0 0 1 0 1 0 0 0 1], [0 1 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 1 1 1 0 0 0 1 0 0], [1 1 0 0 0 0 0 0 1 0 0 0 0 0 0], [1 0 0 1 1 0 0 1 0 1 1 0 1 1 1], [1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 1 0 1 1 1 1 0 0 0 1], [1 0 0 0 0 0 0 0 0 0 1 0 1 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], 0 trace | topo, topo_head:
[0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], 0, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], 0, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], 0, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], 0, [0 0 2 3 4 5 6 7 8 9 10 11 12 13 14], 1, [0 0 2 3 4 5 6 7 8 9 10 11 12 13 14], 1, [0 0 2 3 4 5 6 7 8 9 10 11 12 13 14], 1, [0 0 2 3 4 5 6 7 8 9 10 11 12 13 14], 1, [0 0 2 3 4 5 6 7 8 9 10 11 12 13 14], 1, [0 0 2 3 4 5 6 7 1 9 10 11 12 13 14], 8, [0 0 2 3 4 5 6 7 1 9 10 11 12 13 14], 8, [0 0 2 3 4 5 6 7 1 9 10 11 8 13 14], 12, [0 0 2 3 4 5 12 7 1 9 10 11 8 13 14], 6, [0 0 2 3 4 5 12 7 1 9 10 11 8 13 14], 6, [0 0 2 3 4 5 12 7 1 9 6 11 8 13 14], 10, [0 0 2 3 4 5 12 7 1 9 6 11 8 13 14], 10, [0 0 2 3 4 5 12 7 1 9 6 11 8 13 14], 10, [0 0 2 3 4 5 12 7 1 9 6 11 8 13 14], 10, [0 0 2 3 4 5 12 7 1 9 6 11 8 13 10], 14, [0 0 2 3 14 5 12 7 1 9 6 11 8 13 10], 4, [0 0 2 3 14 5 12 7 1 9 6 11 8 13 10], 4, [0 0 2 3 14 5 12 7 1 9 6 11 8 13 10], 4, [0 0 2 3 14 5 12 7 1 9 6 11 8 13 10], 4, [0 0 2 3 14 5 12 4 1 9 6 11 8 13 10], 7, [0 0 2 3 14 5 12 4 1 7 6 11 8 13 10], 9, [0 0 2 3 14 9 12 4 1 7 6 11 8 13 10], 5, [0 0 2 3 14 9 12 4 1 7 6 11 8 5 10], 13, [0 0 13 3 14 9 12 4 1 7 6 11 8 5 10], 2, [0 0 13 3 14 9 12 4 1 7 6 11 8 5 10], 2, [0 0 13 3 14 9 12 4 1 7 6 11 8 5 10], 2, [0 0 13 2 14 9 12 4 1 7 6 11 8 5 10], 3, [0 0 13 2 14 9 12 4 1 7 6 11 8 5 10], 3, [0 0 13 2 14 9 12 4 1 7 6 11 8 5 10], 3 | [0 0 13 2 14 9 12 4 1 7 6 3 8 5 10], 11
topological_sort
insertion_sort: key: [0.407 0.57 0.154 0.404 0.331 0.875 0.48 0.046 0.701 0.109 0.251 0.803 0.455 0.648 0.374 0.604 0.606 0.046 0.5 0.443 0.061 0.157 0.522], initial_trace: [0.407 0.57 0.154 0.404 0.331 0.875 0.48 0.046 0.701 0.109 0.251 0.803 0.455 0.648 0.374 0.604 0.606 0.046 0.5 0.443 0.061 0.157 0.522] trace | pred:
[0.407 0.57 0.154 0.404 0.331 0.875 0.48 0.046 0.701 0.109 0.251 0.803 0.455 0.648 0.374 0.604 0.606 0.046 0.5 0.443 0.061 0.157 0.522], [0.154 0.407 0.57 0.404 0.331 0.875 0.48 0.046 0.701 0.109 0.251 0.803 0.455 0.648 0.374 0.604 0.606 0.046 0.5 0.443 0.061 0.157 0.522], [0.154 0.404 0.407 0.57 0.331 0.875 0.48 0.046 0.701 0.109 0.251 0.803 0.455 0.648 0.374 0.604 0.606 0.046 0.5 0.443 0.061 0.157 0.522], [0.154 0.331 0.404 0.407 0.57 0.875 0.48 0.046 0.701 0.109 0.251 0.803 0.455 0.648 0.374 0.604 0.606 0.046 0.5 0.443 0.061 0.157 0.522], [0.154 0.331 0.404 0.407 0.57 0.875 0.48 0.046 0.701 0.109 0.251 0.803 0.455 0.648 0.374 0.604 0.606 0.046 0.5 0.443 0.061 0.157 0.522], [0.154 0.331 0.404 0.407 0.48 0.57 0.875 0.046 0.701 0.109 0.251 0.803 0.455 0.648 0.374 0.604 0.606 0.046 0.5 0.443 0.061 0.157 0.522], [0.046 0.154 0.331 0.404 0.407 0.48 0.57 0.875 0.701 0.109 0.251 0.803 0.455 0.648 0.374 0.604 0.606 0.046 0.5 0.443 0.061 0.157 0.522], [0.046 0.154 0.331 0.404 0.407 0.48 0.57 0.701 0.875 0.109 0.251 0.803 0.455 0.648 0.374 0.604 0.606 0.046 0.5 0.443 0.061 0.157 0.522], [0.046 0.109 0.154 0.331 0.404 0.407 0.48 0.57 0.701 0.875 0.251 0.803 0.455 0.648 0.374 0.604 0.606 0.046 0.5 0.443 0.061 0.157 0.522], [0.046 0.109 0.154 0.251 0.331 0.404 0.407 0.48 0.57 0.701 0.875 0.803 0.455 0.648 0.374 0.604 0.606 0.046 0.5 0.443 0.061 0.157 0.522], [0.046 0.109 0.154 0.251 0.331 0.404 0.407 0.48 0.57 0.701 0.803 0.875 0.455 0.648 0.374 0.604 0.606 0.046 0.5 0.443 0.061 0.157 0.522], [0.046 0.109 0.154 0.251 0.331 0.404 0.407 0.455 0.48 0.57 0.701 0.803 0.875 0.648 0.374 0.604 0.606 0.046 0.5 0.443 0.061 0.157 0.522], [0.046 0.109 0.154 0.251 0.331 0.404 0.407 0.455 0.48 0.57 0.648 0.701 0.803 0.875 0.374 0.604 0.606 0.046 0.5 0.443 0.061 0.157 0.522], [0.046 0.109 0.154 0.251 0.331 0.374 0.404 0.407 0.455 0.48 0.57 0.648 0.701 0.803 0.875 0.604 0.606 0.046 0.5 0.443 0.061 0.157 0.522], [0.046 0.109 0.154 0.251 0.331 0.374 0.404 0.407 0.455 0.48 0.57 0.604 0.648 0.701 0.803 0.875 0.606 0.046 0.5 0.443 0.061 0.157 0.522], [0.046 0.109 0.154 0.251 0.331 0.374 0.404 0.407 0.455 0.48 0.57 0.604 0.606 0.648 0.701 0.803 0.875 0.046 0.5 0.443 0.061 0.157 0.522], [0.046 0.046 0.109 0.154 0.251 0.331 0.374 0.404 0.407 0.455 0.48 0.57 0.604 0.606 0.648 0.701 0.803 0.875 0.5 0.443 0.061 0.157 0.522], [0.046 0.046 0.109 0.154 0.251 0.331 0.374 0.404 0.407 0.455 0.48 0.5 0.57 0.604 0.606 0.648 0.701 0.803 0.875 0.443 0.061 0.157 0.522], [0.046 0.046 0.109 0.154 0.251 0.331 0.374 0.404 0.407 0.443 0.455 0.48 0.5 0.57 0.604 0.606 0.648 0.701 0.803 0.875 0.061 0.157 0.522], [0.046 0.046 0.061 0.109 0.154 0.251 0.331 0.374 0.404 0.407 0.443 0.455 0.48 0.5 0.57 0.604 0.606 0.648 0.701 0.803 0.875 0.157 0.522], [0.046 0.046 0.061 0.109 0.154 0.157 0.251 0.331 0.374 0.404 0.407 0.443 0.455 0.48 0.5 0.57 0.604 0.606 0.648 0.701 0.803 0.875 0.522] | [0.046 0.046 0.061 0.109 0.154 0.157 0.251 0.331 0.374 0.404 0.407 0.443 0.455 0.48 0.5 0.522 0.57 0.604 0.606 0.648 0.701 0.803 0.875]
insertion_sort
graham_scan: x: [-1.18 0.53 -0.759 -0.699 -0.907 -1.54 0.415 0.52 -0.896 1.64 -0.804 -1.75 1.02 -0.281 -1.25], y: [-0.853 1.2 -0.338 -0.846 0.058 -0.129 0.38 1.24 -1.45 -0.276 0.066 0.08 0.636 0.979 1.21], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 0 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 1 0 0 1 0 0], [0 0 0 0 0 0 1 0 1 1 0 0 1 0 0], [0 0 0 0 0 0 0 0 1 1 0 0 1 0 0], [0 1 0 0 0 0 0 0 1 1 0 0 1 0 0], [0 0 0 0 0 0 0 0 1 1 0 0 1 0 0], [0 0 0 0 0 0 0 1 1 1 0 0 1 0 0], [0 0 0 1 0 0 0 1 1 1 0 0 1 0 0], [0 0 0 0 0 0 0 1 1 1 0 0 1 0 0], [0 0 0 0 0 0 0 1 1 1 0 0 1 1 0], [0 0 1 0 0 0 0 1 1 1 0 0 1 1 0], [0 0 0 0 0 0 0 1 1 1 0 0 1 1 0], [0 0 0 0 0 0 0 1 1 1 1 0 1 1 0], [0 0 0 0 0 0 0 1 1 1 0 0 1 1 0], [0 0 0 0 1 0 0 1 1 1 0 0 1 1 0], [0 0 0 0 0 0 0 1 1 1 0 0 1 1 0], [0 0 0 0 0 0 0 1 1 1 0 0 1 0 0], [0 0 0 0 0 0 0 1 1 1 0 0 1 0 1], [1 0 0 0 0 0 0 1 1 1 0 0 1 0 1], [0 0 0 0 0 0 0 1 1 1 0 0 1 0 1], [0 0 0 0 0 1 0 1 1 1 0 0 1 0 1], [0 0 0 0 0 0 0 1 1 1 0 0 1 0 1] | [0 0 0 0 0 0 0 1 1 1 0 1 1 0 1]
graham_scan
bridges: A: [[0 0 0 1 0], [0 1 0 0 0], [0 0 0 0 0], [1 0 0 1 0], [0 0 0 0 0]], initial_trace: [[0 -1 -1 0 -1], [-1 0 -1 -1 -1], [-1 -1 0 -1 -1], [0 -1 -1 0 -1], [-1 -1 -1 -1 0]] trace | is_bridge:
[[0 -1 -1 0 -1], [-1 0 -1 -1 -1], [-1 -1 0 -1 -1], [0 -1 -1 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 0 -1], [-1 0 -1 -1 -1], [-1 -1 0 -1 -1], [0 -1 -1 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 0 -1], [-1 0 -1 -1 -1], [-1 -1 0 -1 -1], [0 -1 -1 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 0 -1], [-1 0 -1 -1 -1], [-1 -1 0 -1 -1], [0 -1 -1 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 0 -1], [-1 0 -1 -1 -1], [-1 -1 0 -1 -1], [0 -1 -1 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 0 -1], [-1 0 -1 -1 -1], [-1 -1 0 -1 -1], [0 -1 -1 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 1 -1], [-1 0 -1 -1 -1], [-1 -1 0 -1 -1], [1 -1 -1 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 1 -1], [-1 0 -1 -1 -1], [-1 -1 0 -1 -1], [1 -1 -1 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 1 -1], [-1 0 -1 -1 -1], [-1 -1 0 -1 -1], [1 -1 -1 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 1 -1], [-1 0 -1 -1 -1], [-1 -1 0 -1 -1], [1 -1 -1 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 1 -1], [-1 0 -1 -1 -1], [-1 -1 0 -1 -1], [1 -1 -1 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 1 -1], [-1 0 -1 -1 -1], [-1 -1 0 -1 -1], [1 -1 -1 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 1 -1], [-1 0 -1 -1 -1], [-1 -1 0 -1 -1], [1 -1 -1 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 1 -1], [-1 0 -1 -1 -1], [-1 -1 0 -1 -1], [1 -1 -1 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 1 -1], [-1 0 -1 -1 -1], [-1 -1 0 -1 -1], [1 -1 -1 0 -1], [-1 -1 -1 -1 0]] | [[0 -1 -1 1 -1], [-1 0 -1 -1 -1], [-1 -1 0 -1 -1], [1 -1 -1 0 -1], [-1 -1 -1 -1 0]]
bridges
kmp_matcher: string: [0 0 0 0 1], key: [0 1 3 0 0], initial_trace: 0 trace | s:
| 0
kmp_matcher
jarvis_march: x: [0.137 1.39 0.116 -0.836], y: [-1.87 -1.12 1.04 -0.389], initial_trace: [0 0 0 0] trace | in_hull:
[1 0 0 0], [1 0 0 0], [1 0 0 0], [1 0 0 0], [1 0 0 0], [1 1 0 0], [1 1 0 0], [1 1 0 0], [1 1 0 0], [1 1 0 0], [1 1 1 0], [1 1 1 0], [1 1 1 0], [1 1 1 0], [1 1 1 0], [1 1 1 1], [1 1 1 1], [1 1 1 1], [1 1 1 1] | [1 1 1 1]
jarvis_march
dijkstra: s: 1, A: [[0.423 0.114 0 0 0 0.691 0 0 0 0], [0.114 0.993 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0.783 0 0.293 0.076], [0 0 0 0.907 0 0 0 0 0 0.483], [0 0 0 0 0 0.653 0 0 0 0], [0.691 0 0 0 0.653 0.791 0 0 0 0], [0 0 0.783 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0.231 0], [0 0 0.293 0 0 0 0 0.231 0.55 0], [0 0 0.076 0.483 0 0 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9] trace | pi:
[1 1 2 3 4 5 6 7 8 9], [1 1 2 3 4 0 6 7 8 9], [1 1 2 3 5 0 6 7 8 9] | [1 1 2 3 5 0 6 7 8 9]
dijkstra
dag_shortest_paths: s: 5, A: [[0 0 0.718 0 0 0 0 0 0.108 0], [0.785 0 0.321 0 0.772 0 0 0 0.455 0.0955], [0 0 0 0 0.26 0 0 0 0 0], [0.797 0.603 0 0 0.508 0.767 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0.649 0.72 0.709 0 0 0 0.175 0.642 0 0], [0.97 0 0 0 0 0 0 0.953 0.218 0.366], [0 0 0 0 0 0 0 0 0 0.681], [0 0 0 0 0 0 0 0 0 0], [0 0 0.195 0 0 0 0 0 0.98 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9] trace | pi:
[0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [5 5 5 3 4 5 5 5 8 9], [5 5 5 3 4 5 5 5 6 6], [5 5 5 3 4 5 5 5 6 6], [5 5 5 3 1 5 5 5 6 6], [5 5 5 3 1 5 5 5 6 6], [5 5 5 3 1 5 5 5 6 6], [5 5 5 3 1 5 5 5 6 6] | [5 5 5 3 2 5 5 5 6 6]
dag_shortest_paths
insertion_sort: key: [0.424 0.254 0.29 0.903], initial_trace: [0.424 0.254 0.29 0.903] trace | pred:
[0.254 0.424 0.29 0.903], [0.254 0.29 0.424 0.903] | [0.254 0.29 0.424 0.903]
insertion_sort
bellman_ford: s: 11, A: [[0 0 0 0 0 0 0 0 0 0 0.808 0 0 0 0.239 0 0.724 0.769 0 0 0 0.396 0.406 0 0 0.281 0.321 0 0 0.05 0], [0 0 0.34 0 0 0 0.622 0 0.309 0 0 0 0.608 0 0 0 0 0.886 0 0.366 0 0 0 0.604 0 0.397 0 0 0 0 0], [0 0.34 0 0.364 0 0.654 0.229 0 0 0 0 0 0.718 0 0 0 0 0 0 0 0 0 0.646 0 0.139 0 0 0 0 0 0.502], [0 0 0.364 0 0 0.115 0 0.164 0.618 0 0 0 0 0 0 0 0 0 0 0 0 0.551 0 0 0.067 0 0 0.724 0.702 0 0.494], [0 0 0 0 0.816 0 0 0 0 0 0 0.053 0 0.394 0.268 0 0 0 0.212 0.051 0 0.189 0 0 0 0 0 0.297 0.088 0 0.504], [0 0 0.654 0.115 0 0.768 0 0 0.9 0 0 0.647 0 0 0.626 0 0 0 0.512 0 0.9 0 0.045 0 0 0.145 0 0 0 0 0], [0 0.622 0.229 0 0 0 0.176 0 0 0 0 0 0 0.156 0 0 0 0 0 0.481 0 0 0.877 0 0 0 0 0 0.26 0 0], [0 0 0 0.164 0 0 0 0.826 0 0.837 0.133 0 0 0 0 0 0 0 0 0 0 0 0.482 0.128 0.783 0 0 0 0.342 0 0.208], [0 0.309 0 0.618 0 0.9 0 0 0 0.838 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.589 0 0 0 0.327 0], [0 0 0 0 0 0 0 0.837 0.838 0 0.862 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.243 0 0.928 0 0.383 0], [0.808 0 0 0 0 0 0 0.133 0 0.862 0 0 0 0 0 0 0 0 0 0 0 0 0.523 0 0.528 0 0 0 0.326 0 0], [0 0 0 0 0.053 0.647 0 0 0 0 0 0 0 0 0 0.729 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.22], [0 0.608 0.718 0 0 0 0 0 0 0 0 0 0.049 0.471 0 0 0.278 0.146 0 0 0.629 0 0 0 0 0 0 0.561 0.332 0 0], [0 0 0 0 0.394 0 0.156 0 0 0 0 0 0.471 0.366 0 0 0 0 0.437 0 0.449 0 0 0 0.732 0 0 0.888 0.796 0 0], [0.239 0 0 0 0.268 0.626 0 0 0 0 0 0 0 0 0 0 0 0.193 0.639 0.509 0 0.357 0 0 0.842 0 0.336 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0.729 0 0 0 0 0 0 0 0 0.121 0.921 0 0 0 0 0.688 0 0 0.062 0], [0.724 0 0 0 0 0 0 0 0 0 0 0 0.278 0 0 0 0 0.232 0 0.66 0 0.045 0 0.84 0 0.648 0.777 0 0.723 0 0], [0.769 0.886 0 0 0 0 0 0 0 0 0 0 0.146 0 0.193 0 0.232 0 0 0.42 0 0.439 0 0 0 0 0 0 0 0.65 0], [0 0 0 0 0.212 0.512 0 0 0 0 0 0 0 0.437 0.639 0 0 0 0 0.252 0 0 0 0 0.33 0.372 0 0.214 0 0 0], [0 0.366 0 0 0.051 0 0.481 0 0 0 0 0 0 0 0.509 0 0.66 0.42 0.252 0 0 0.499 0 0 0.598 0 0 0 0 0.315 0], [0 0 0 0 0 0.9 0 0 0 0 0 0 0.629 0.449 0 0.121 0 0 0 0 0.915 0 0 0 0 0 0 0 0.738 0.541 0.381], [0.396 0 0 0.551 0.189 0 0 0 0 0 0 0 0 0 0.357 0.921 0.045 0.439 0 0.499 0 0 0.213 0 0 0 0 0 0 0 0], [0.406 0 0.646 0 0 0.045 0.877 0.482 0 0 0.523 0 0 0 0 0 0 0 0 0 0 0.213 0 0 0 0 0 0 0 0 0.446], [0 0.604 0 0 0 0 0 0.128 0 0 0 0 0 0 0 0 0.84 0 0 0 0 0 0 0.033 0 0 0.607 0.611 0 0 0], [0 0 0.139 0.067 0 0 0 0.783 0 0 0.528 0 0 0.732 0.842 0 0 0 0.33 0.598 0 0 0 0 0 0 0 0 0 0.625 0], [0.281 0.397 0 0 0 0.145 0 0 0.589 0.243 0 0 0 0 0 0 0.648 0 0.372 0 0 0 0 0 0 0 0 0 0 0 0.708], [0.321 0 0 0 0 0 0 0 0 0 0 0 0 0 0.336 0.688 0.777 0 0 0 0 0 0 0.607 0 0 0 0 0 0 0], [0 0 0 0.724 0.297 0 0 0 0 0.928 0 0 0.561 0.888 0 0 0 0 0.214 0 0 0 0 0.611 0 0 0 0 0 0 0.359], [0 0 0 0.702 0.088 0 0.26 0.342 0 0 0.326 0 0.332 0.796 0 0 0.723 0 0 0 0.738 0 0 0 0 0 0 0 0 0 0], [0.05 0 0 0 0 0 0 0 0.327 0.383 0 0 0 0 0 0.062 0 0.65 0 0.315 0.541 0 0 0 0.625 0 0 0 0 0 0], [0 0 0.502 0.494 0.504 0 0 0.208 0 0 0 0.22 0 0 0 0 0 0 0 0 0.381 0 0.446 0 0 0.708 0 0.359 0 0 0.182]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30] trace | pi:
[0 1 2 3 11 11 6 7 8 9 10 11 12 13 14 11 16 17 18 19 20 21 22 23 24 25 26 27 28 29 11], [0 1 30 30 11 11 6 30 5 9 10 11 12 4 4 11 16 17 4 4 30 4 30 23 24 5 15 4 4 15 11], [14 19 30 7 11 11 28 30 29 25 28 11 28 4 4 20 21 14 4 4 30 4 21 7 18 18 14 4 4 19 11] | [29 19 6 7 11 22 28 30 29 29 28 11 28 4 4 29 21 14 4 4 30 4 21 7 18 18 14 4 4 19 11]
bellman_ford
dag_shortest_paths: s: 6, A: [[0 0 0.798 0 0 0 0 0 0 0 0], [0 0 0.0121 0 0 0 0 0 0 0.414 0.725], [0 0 0 0 0 0 0 0 0 0 0], [0.911 0.848 0 0 0.401 0.992 0.278 0.645 0 0.0701 0.335], [0 0.823 0 0 0 0 0 0 0 0 0.00904], [0.00425 0 0 0 0.0843 0 0 0 0 0 0.343], [0.281 0.906 0.294 0 0.391 0 0 0 0 0 0.616], [0.301 0 0.457 0 0 0 0.729 0 0 0.325 0], [0 0.0538 0.111 0 0.571 0.133 0 0.991 0 0.264 0.973], [0 0 0.72 0 0 0 0 0 0 0 0], [0 0 0.0401 0 0 0 0 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10] trace | pi:
[0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [6 6 6 3 6 5 6 7 8 9 6], [6 6 6 3 6 5 6 7 8 9 4], [6 6 6 3 6 5 6 7 8 1 4], [6 6 6 3 6 5 6 7 8 1 4], [6 6 6 3 6 5 6 7 8 1 4] | [6 6 6 3 6 5 6 7 8 1 4]
dag_shortest_paths
dijkstra: s: 15, A: [[0.353 0 0.32 0.609 0.664 0 0.25 0 0 0.561 0 0 0.698 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0.828 0.696 0.561 0 0 0 0 0 0 0 0 0 0.592 0.392 0 0], [0.32 0 0.486 0 0 0 0.171 0.194 0.662 0.619 0 0 0 0 0.762 0 0.265 0.695 0 0 0 0.086 0], [0.609 0 0 0 0 0 0 0 0.756 0.881 0 0.342 0.615 0 0 0.782 0 0 0.412 0 0 0 0], [0.664 0 0 0 0 0 0.242 0 0 0 0 0 0 0.485 0 0 0 0 0.538 0 0.524 0 0], [0 0 0 0 0 0.917 0 0 0 0 0 0 0 0 0 0.158 0 0 0 0 0 0.373 0], [0.25 0 0.171 0 0.242 0 0 0 0 0 0 0 0.474 0 0 0 0 0 0 0.82 0 0.114 0], [0 0.828 0.194 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.286 0], [0 0.696 0.662 0.756 0 0 0 0 0.283 0 0 0 0.572 0.137 0.157 0 0 0 0 0.729 0 0 0], [0.561 0.561 0.619 0.881 0 0 0 0 0 0.47 0 0.812 0.775 0 0 0.52 0 0.386 0 0.345 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0.709 0.157 0.303 0.61 0.665 0 0 0 0 0], [0 0 0 0.342 0 0 0 0 0 0.812 0 0 0.212 0 0 0 0 0 0 0 0 0 0], [0.698 0 0 0.615 0 0 0.474 0 0.572 0.775 0 0.212 0 0.234 0 0 0 0.355 0 0 0 0 0], [0 0 0 0 0.485 0 0 0 0.137 0 0.709 0 0.234 0 0 0 0 0 0.573 0 0 0 0], [0 0 0.762 0 0 0 0 0 0.157 0 0.157 0 0 0 0 0.25 0.467 0 0 0 0.321 0.221 0], [0 0 0 0.782 0 0.158 0 0 0 0.52 0.303 0 0 0 0.25 0 0 0 0 0 0.733 0 0], [0 0 0.265 0 0 0 0 0 0 0 0.61 0 0 0 0.467 0 0 0 0 0 0.353 0 0.116], [0 0 0.695 0 0 0 0 0 0 0.386 0.665 0 0.355 0 0 0 0 0.372 0 0 0 0 0], [0 0 0 0.412 0.538 0 0 0 0 0 0 0 0 0.573 0 0 0 0 0.386 0.434 0 0 0.097], [0 0.592 0 0 0 0 0.82 0 0.729 0.345 0 0 0 0 0 0 0 0 0.434 0.456 0 0 0.32], [0 0.392 0 0 0.524 0 0 0 0 0 0 0 0 0 0.321 0.733 0.353 0 0 0 0 0 0], [0 0 0.086 0 0 0.373 0.114 0.286 0 0 0 0 0 0 0.221 0 0 0 0 0 0 0.568 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.116 0 0.097 0.32 0 0 0.497]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22] trace | pi:
[0 1 2 15 4 15 6 7 8 15 15 11 12 13 15 15 16 17 18 19 15 21 22], [0 1 2 15 4 15 6 7 8 15 15 11 12 13 15 15 16 17 18 19 15 5 22], [0 1 14 15 4 15 6 7 14 15 15 11 12 13 15 15 14 17 18 19 14 14 22], [0 1 14 15 4 15 6 7 14 15 15 11 12 10 15 15 14 10 18 19 14 14 22], [0 8 14 15 4 15 6 7 14 15 15 11 8 8 15 15 14 10 18 8 14 14 22], [0 8 21 15 4 15 21 21 14 15 15 11 8 8 15 15 14 10 18 8 14 14 22], [9 9 21 15 4 15 21 21 14 15 15 9 8 8 15 15 14 9 18 9 14 14 22], [9 9 21 15 13 15 21 21 14 15 15 9 13 8 15 15 14 9 13 9 14 14 22], [2 9 21 15 13 15 21 2 14 15 15 9 13 8 15 15 14 9 13 9 14 14 22], [2 20 21 15 13 15 21 2 14 15 15 9 13 8 15 15 14 9 13 9 14 14 22], [6 20 21 15 6 15 21 2 14 15 15 9 13 8 15 15 14 9 13 9 14 14 22], [6 20 21 15 6 15 21 2 14 15 15 9 13 8 15 15 14 9 13 9 14 14 16], [6 20 21 15 6 15 21 2 14 15 15 9 13 8 15 15 14 9 13 9 14 14 16], [6 20 21 15 6 15 21 2 14 15 15 12 13 8 15 15 14 9 13 9 14 14 16], [6 20 21 15 6 15 21 2 14 15 15 12 13 8 15 15 14 9 13 9 14 14 16], [6 20 21 15 6 15 21 2 14 15 15 12 13 8 15 15 14 9 13 9 14 14 16], [6 20 21 15 6 15 21 2 14 15 15 12 13 8 15 15 14 9 22 9 14 14 16], [6 20 21 15 6 15 21 2 14 15 15 12 13 8 15 15 14 9 22 9 14 14 16], [6 20 21 15 6 15 21 2 14 15 15 12 13 8 15 15 14 9 22 9 14 14 16], [6 20 21 15 6 15 21 2 14 15 15 12 13 8 15 15 14 9 22 9 14 14 16], [6 20 21 15 6 15 21 2 14 15 15 12 13 8 15 15 14 9 22 9 14 14 16], [6 20 21 15 6 15 21 2 14 15 15 12 13 8 15 15 14 9 22 9 14 14 16] | [6 20 21 15 6 15 21 2 14 15 15 12 13 8 15 15 14 9 22 9 14 14 16]
dijkstra
dfs: A: [[1 0 0 0 0 1 1 1 1 1 1 1], [1 1 1 0 1 0 1 0 0 0 0 1], [1 1 1 1 0 0 1 1 1 0 0 1], [0 0 0 0 0 1 1 0 1 1 0 0], [1 1 1 1 1 1 1 1 0 0 0 0], [1 0 0 1 0 0 0 1 0 1 1 1], [1 1 1 1 1 0 1 0 1 1 1 0], [0 0 0 1 0 0 1 0 0 1 1 0], [0 1 1 0 1 0 1 0 1 0 0 1], [0 0 0 1 1 1 0 0 0 1 0 1], [1 1 1 0 0 1 1 0 1 0 0 0], [0 0 1 1 0 1 1 0 0 0 0 1]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11] trace | pi:
[0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 0 6 7 8 9 10 11], [0 1 2 3 4 0 6 7 8 9 10 11], [0 1 2 5 4 0 6 7 8 9 10 11], [0 1 2 5 4 0 6 7 8 9 10 11], [0 1 2 5 4 0 3 7 8 9 10 11], [0 1 2 5 4 0 3 7 8 9 10 11], [0 6 2 5 4 0 3 7 8 9 10 11], [0 6 2 5 4 0 3 7 8 9 10 11], [0 6 1 5 4 0 3 7 8 9 10 11], [0 6 1 5 4 0 3 7 8 9 10 11], [0 6 1 5 4 0 3 2 8 9 10 11], [0 6 1 5 4 0 3 2 8 9 10 11], [0 6 1 5 4 0 3 2 8 7 10 11], [0 6 1 5 4 0 3 2 8 7 10 11], [0 6 1 5 9 0 3 2 8 7 10 11], [0 6 1 5 9 0 3 2 8 7 10 11], [0 6 1 5 9 0 3 2 8 7 10 11], [0 6 1 5 9 0 3 2 8 7 10 9], [0 6 1 5 9 0 3 2 8 7 10 9], [0 6 1 5 9 0 3 2 8 7 10 9], [0 6 1 5 9 0 3 2 8 7 10 9], [0 6 1 5 9 0 3 2 8 7 7 9], [0 6 1 5 9 0 3 2 8 7 7 9], [0 6 1 5 9 0 3 2 10 7 7 9], [0 6 1 5 9 0 3 2 10 7 7 9], [0 6 1 5 9 0 3 2 10 7 7 9], [0 6 1 5 9 0 3 2 10 7 7 9], [0 6 1 5 9 0 3 2 10 7 7 9], [0 6 1 5 9 0 3 2 10 7 7 9], [0 6 1 5 9 0 3 2 10 7 7 9], [0 6 1 5 9 0 3 2 10 7 7 9], [0 6 1 5 9 0 3 2 10 7 7 9], [0 6 1 5 9 0 3 2 10 7 7 9] | [0 6 1 5 9 0 3 2 10 7 7 9]
dfs
minimum: key: [0.742 0.035 0.398 0.084 0.915 0.433 0.605 0.93 0.599 0.201 0.215], initial_trace: 0 trace | min:
1, 1, 1, 1, 1, 1, 1, 1, 1 | 1
minimum
dag_shortest_paths: s: 1, A: [[0 0 0.0697 0.831 0 0 0 0.48 0.478 0.48 0.103], [0.673 0 0.172 0.719 0.965 0.739 0 0.96 0.717 0 0], [0 0 0 0.0286 0 0 0.213 0 0.396 0.255 0], [0 0 0 0 0 0 0 0 0 0 0.486], [0 0 0 0.865 0 0 0 0 0 0.411 0.802], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0.847 0 0.866 0 0 0.111], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0.281 0 0.319 0], [0 0 0 0 0 0.666 0 0 0 0 0], [0 0 0 0 0 0.998 0 0.407 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10] trace | pi:
[0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [1 1 1 1 1 1 6 1 1 9 10], [1 1 1 1 1 1 6 1 1 4 4], [1 1 1 1 1 1 6 1 1 0 0], [1 1 1 2 1 1 2 1 2 2 0], [1 1 1 2 1 1 2 8 2 2 0], [1 1 1 2 1 1 2 8 2 2 0], [1 1 1 2 1 1 2 8 2 2 6], [1 1 1 2 1 1 2 8 2 2 6], [1 1 1 2 1 1 2 8 2 2 6] | [1 1 1 2 1 1 2 8 2 2 6]
dag_shortest_paths
bubble_sort: key: [0.774 0.807 0.027 0.111 0.623], initial_trace: [0.774 0.807 0.027 0.111 0.623] trace | pred:
[0.774 0.807 0.027 0.111 0.623], [0.774 0.807 0.027 0.111 0.623], [0.774 0.027 0.807 0.111 0.623], [0.027 0.774 0.807 0.111 0.623], [0.027 0.774 0.807 0.111 0.623], [0.027 0.774 0.111 0.807 0.623], [0.027 0.111 0.774 0.807 0.623], [0.027 0.111 0.774 0.623 0.807], [0.027 0.111 0.623 0.774 0.807] | [0.027 0.111 0.623 0.774 0.807]
bubble_sort
articulation_points: A: [[0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 1 0 0 1 0 0 0 0], [1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0]], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | is_cut:
[0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0] | [0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0]
articulation_points
activity_selector: s: [0.395 0.271 0.018 0.709 0.179 0.21 0.098 0.355 0.432 0.269 0.392 0.653 0.696 0.796 0.263 0.683 0.134 0.247 0.369 0.124 0.695 0.607 0.448], f: [0.945 0.93 0.686 0.822 0.736 0.278 0.446 0.751 0.908 0.49 0.601 0.729 0.813 0.861 0.682 0.817 0.25 0.654 0.599 0.303 0.967 0.844 0.779], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | selected:
[0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 0 1 0 1 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 0 1 0 1 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 0 1 0 1 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 0 1 0 1 0 0 1 0 0 0 0 0 0] | [0 0 0 0 0 0 0 0 0 1 0 1 0 1 0 0 1 0 0 0 0 0 0]
activity_selector
quickselect: key: [0.182 0.523 0.168 0.962 0.671 0.9 0.368 0.43 0.978 0.93 0.052], initial_trace: 10 trace | pivot:
10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1 | 1
quickselect
dijkstra: s: 3, A: [[0 0 0 0 0], [0 0.678 0 0.357 0], [0 0 0 0 0], [0 0.357 0 0 0.693], [0 0 0 0.693 0.925]], initial_trace: [0 1 2 3 4] trace | pi:
[0 3 2 3 3], [0 3 2 3 3] | [0 3 2 3 3]
dijkstra
segments_intersect: x: [0.926 0.132 0.681 0.944], y: [0.245 0.669 0.041 0.736] intersect:
1
segments_intersect
naive_string_matcher: string: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1], key: [2 0 2 1 3 0 3 3 2 0 3 2 2 3 3 2 0 1 2 0 2 3 0 0 1 2 2 3 3 2 0], initial_trace: 0 trace | s:
0, 1, 2, 2, 3, 4, 5, 6, 7, 8, 8, 9, 10, 11, 11, 11, 11, 11 | 11
naive_string_matcher
binary_search: key: [0.165 0.182 0.516 0.524 0.608 0.783 0.79 0.81 0.865 0.905], target: 0.302, initial_trace: (0, 9) trace | (low, high):
(0, 4), (0, 2) | (2, 2)
binary_search
dag_shortest_paths: s: 8, A: [[0 0.48 0 0 0 0 0 0 0.438 0 0 0 0.386 0 0 0 0.0499 0 0], [0 0 0 0 0 0.369 0 0 0.276 0.836 0 0.174 0.841 0 0 0.377 0 0 0], [0 0.308 0 0 0 0.815 0 0 0.691 0.958 0 0.0066 0 0 0 0.406 0 0 0], [0 0.73 0 0 0 0.178 0 0 0.935 0 0 0.44 0.957 0 0 0 0.662 0 0.155], [0 0.539 0 0.92 0 0.458 0 0.276 0.387 0 0.555 0 0.224 0 0 0.459 0.503 0.65 0], [0 0 0 0 0 0 0 0 0.498 0 0 0 0.273 0 0 0 0 0 0], [0.658 0 0.765 0 0 0.212 0 0 0.886 0 0 0 0 0 0 0 0.813 0 0.25], [0.348 0.102 0.206 0 0 0.862 0.69 0 0.369 0 0.184 0 0.749 0.448 0 0 0 0 0.816], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0.772 0 0 0 0 0 0], [0 0 0.635 0 0 0.841 0.631 0 0 0.273 0 0 0 0 0 0.374 0 0 0.955], [0 0 0 0 0 0 0 0 0.318 0 0 0 0.0294 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0.498 0 0 0 0 0 0.619 0 0.84 0.447 0 0.416 0 0 0 0 0.954 0 0.711], [0 0.0209 0.944 0 0 0 0 0 0 0.411 0.845 0.726 0 0.21 0 0 0 0 0.082], [0 0 0 0 0 0 0 0 0.0603 0 0 0 0.872 0 0 0 0 0 0], [0 0 0.913 0 0 0 0 0 0 0.25 0 0 0 0 0 0.157 0 0 0], [0.709 0 0 0 0 0 0.0831 0 0 0.633 0.0468 0 0 0 0.851 0 0.606 0 0.89], [0 0.983 0.106 0 0 0 0 0 0.415 0 0 0.589 0 0 0 0.234 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18] trace | pi:
[0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18] | [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18]
dag_shortest_paths
bellman_ford: s: 4, A: [[0 0 0 0.599 0], [0 0.573 0 0 0], [0 0 0.449 0.486 0], [0.599 0 0.486 0.196 0], [0 0 0 0 0]], initial_trace: [0 1 2 3 4] trace | pi:
| [0 1 2 3 4]
bellman_ford
kmp_matcher: string: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1], key: [0 3 2 2 1 1 2 3 0 3 0 1 2 3 2 3 0 3 0], initial_trace: 0 trace | s:
0, 0, 0, 0, 0, 0, 1, 2, 3, 4, 5, 6, 7 | 8
kmp_matcher
binary_search: key: [0.135 0.139 0.176 0.194 0.217 0.348 0.385 0.476 0.479 0.545 0.632 0.635 0.704 0.708 0.793 0.814 0.829 0.906 0.953], target: 0.518, initial_trace: (0, 18) trace | (low, high):
(0, 9), (5, 9), (8, 9) | (9, 9)
binary_search
quickselect: key: [0.202 0.569 0.211 0.004 0.403 0.541 0.261 0.051 0.771 0.484 0.054 0.137 0.703 0.985 0.938 0.962 0.456 0.659 0.084], initial_trace: 18 trace | pivot:
18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 16, 16, 16, 16 | 16
quickselect
strongly_connected_components: A: [[1 1 0 0 0 0 0 0 0 0 0], [1 1 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 0 0], [0 0 0 1 0 0 0 0 0 0 0], [1 1 0 1 0 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 0], [0 1 0 1 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 1 0 1], [0 0 0 0 1 1 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10] trace | scc_id:
[0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 5 10], [0 1 2 3 4 5 6 7 8 5 10], [0 1 2 3 4 5 6 7 8 5 10], [0 1 2 3 4 5 6 7 8 5 10], [0 1 2 3 4 5 6 7 8 5 10], [0 1 2 3 4 5 6 7 8 5 10], [0 1 2 3 4 5 6 7 8 5 10], [0 1 2 3 4 5 6 7 8 5 10], [0 1 2 3 4 5 6 7 8 5 10], [0 1 2 3 4 5 6 7 8 5 10], [0 1 2 3 4 5 6 7 8 5 10], [0 1 2 3 4 5 6 7 8 5 10], [0 1 2 3 4 5 6 7 8 5 10], [0 1 2 3 4 5 6 7 8 5 10], [0 1 2 3 4 5 6 2 8 5 10], [0 1 2 3 4 5 6 2 8 5 10], [0 1 2 3 4 5 6 2 8 5 10], [0 1 2 3 4 5 6 2 8 5 10], [0 1 2 3 4 5 6 2 8 5 10], [0 0 2 3 4 5 6 2 8 5 10] | [0 0 2 3 4 5 6 2 8 5 10]
strongly_connected_components
insertion_sort: key: [0.988 0.78 0.465 0.277 0.039 0.393 0.03 0.382 0.566 0.535], initial_trace: [0.988 0.78 0.465 0.277 0.039 0.393 0.03 0.382 0.566 0.535] trace | pred:
[0.78 0.988 0.465 0.277 0.039 0.393 0.03 0.382 0.566 0.535], [0.465 0.78 0.988 0.277 0.039 0.393 0.03 0.382 0.566 0.535], [0.277 0.465 0.78 0.988 0.039 0.393 0.03 0.382 0.566 0.535], [0.039 0.277 0.465 0.78 0.988 0.393 0.03 0.382 0.566 0.535], [0.039 0.277 0.393 0.465 0.78 0.988 0.03 0.382 0.566 0.535], [0.03 0.039 0.277 0.393 0.465 0.78 0.988 0.382 0.566 0.535], [0.03 0.039 0.277 0.382 0.393 0.465 0.78 0.988 0.566 0.535], [0.03 0.039 0.277 0.382 0.393 0.465 0.566 0.78 0.988 0.535] | [0.03 0.039 0.277 0.382 0.393 0.465 0.535 0.566 0.78 0.988]
insertion_sort
quickselect: key: [0.805 0.465 0.576 0.251 0.705 0.883 0.281 0.662 0.286 0.4 0.98 0.113 0.843 0.271 0.207], initial_trace: 14 trace | pivot:
14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 | 1
quickselect
topological_sort: A: [[0 0 0 0 0 0 0 0 1 1], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1], [1 0 1 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 1 0 0], [1 0 0 0 1 1 0 0 0 1], [0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9], 0 trace | topo, topo_head:
[0 1 2 3 4 5 6 7 8 9], 0, [0 1 2 3 4 5 6 7 8 9], 0, [0 1 2 3 4 5 6 7 8 9], 0, [0 1 2 3 4 5 6 7 8 9], 1, [0 1 2 3 4 5 6 7 1 9], 8, [0 1 2 3 4 5 6 7 1 9], 8, [0 1 2 3 4 5 6 7 1 9], 8, [0 1 2 3 4 8 6 7 1 9], 5, [0 1 2 3 4 8 6 7 1 5], 9, [9 1 2 3 4 8 6 7 1 5], 0, [9 1 2 3 4 8 6 7 1 5], 0, [9 1 2 3 4 8 6 7 1 5], 0, [9 1 0 3 4 8 6 7 1 5], 2, [9 1 0 3 4 8 6 7 1 5], 2, [9 1 0 3 4 8 6 7 1 5], 2, [9 1 0 2 4 8 6 7 1 5], 3, [9 1 0 2 4 8 6 7 1 5], 3, [9 1 0 2 4 8 6 7 1 5], 3, [9 1 0 2 3 8 6 7 1 5], 4, [9 1 0 2 3 8 6 7 1 5], 4, [9 1 0 2 3 8 6 7 1 5], 4, [9 1 0 2 3 8 6 7 1 5], 4, [9 1 0 2 3 8 6 4 1 5], 7 | [9 1 0 2 3 8 7 4 1 5], 6
topological_sort
graham_scan: x: [-0.1 -1.41 -0.446 0.455 0.752], y: [1.58 -0.846 -1.46 -1.64 1.23], initial_trace: [0 0 0 0 0] trace | in_hull:
[0 0 0 1 0], [0 0 0 1 0], [0 0 0 1 1], [1 0 0 1 1], [1 1 0 1 1] | [1 1 1 1 1]
graham_scan
binary_search: key: [0.004 0.022 0.047 0.116 0.21 0.491 0.492 0.548 0.587 0.595 0.597 0.645 0.672 0.747 0.761 0.863 0.903 0.939 0.969], target: 0.061, initial_trace: (0, 18) trace | (low, high):
(0, 9), (0, 4), (3, 4) | (3, 3)
binary_search
bfs: s: 1, A: [[0 0 1 1], [0 1 0 0], [1 0 0 1], [1 0 1 0]], initial_trace: [0 1 2 3] trace | pi:
| [0 1 2 3]
bfs
floyd_warshall: A: [[0.722 0 0 0], [0 0 0 0], [0 0 0 0], [0 0 0 0]], initial_trace: [[0 0 0 0], [1 1 1 1], [2 2 2 2], [3 3 3 3]] trace | Pi:
[[0 0 0 0], [1 1 1 1], [2 2 2 2], [3 3 3 3]], [[0 0 0 0], [1 1 1 1], [2 2 2 2], [3 3 3 3]] | [[0 0 0 0], [1 1 1 1], [2 2 2 2], [3 3 3 3]]
floyd_warshall
minimum: key: [0.308 0.432 0.355 0.765 0.071 0.028 0.401 0.507 0.658 0.174 0.167 0.028 0.451 0.22 0.478 0.986 0.752 0.002 0.995 0.776 0.764 0.139 0.453 0.017 0.709 0.715 0.427 0.306], initial_trace: 0 trace | min:
0, 0, 0, 4, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17 | 17
minimum
find_maximum_subarray_kadane: key: [0.251 -0.181 0.199 0.627 0.793 0.545 -0.356 0.857 -0.452 -0.463 -0.864 -0.495 -0.929 -0.011 -0.789 0.843 -0.268 -0.472 0.449 0.095 0.006 0.287 0.395], initial_trace: (0, 0) trace | (best_low, best_high):
(0, 0), (0, 2), (0, 3), (0, 4), (0, 5), (0, 5), (0, 7), (0, 7), (0, 7), (0, 7), (0, 7), (0, 7), (0, 7), (0, 7), (0, 7), (0, 7), (0, 7), (0, 7), (0, 7), (0, 7), (0, 7) | (0, 7)
find_maximum_subarray_kadane
graham_scan: x: [-1.19 0.214 1.07 0.768], y: [-0.697 -1.59 0.309 1.58], initial_trace: [0 0 0 0] trace | in_hull:
[0 1 0 0], [0 1 0 0], [0 1 1 0], [0 1 1 1] | [1 1 1 1]
graham_scan
jarvis_march: x: [0.666 1.43 1.52 1.47 1.08], y: [0.839 -1.26 0.801 0.377 -1.04], initial_trace: [0 0 0 0 0] trace | in_hull:
[0 1 0 0 0], [0 1 0 0 0], [0 1 0 0 0], [0 1 0 0 0], [0 1 0 0 0], [0 1 0 0 0], [0 1 1 0 0], [0 1 1 0 0], [0 1 1 0 0], [0 1 1 0 0], [0 1 1 0 0], [0 1 1 0 0], [1 1 1 0 0], [1 1 1 0 0], [1 1 1 0 0], [1 1 1 0 0], [1 1 1 0 0], [1 1 1 0 0], [1 1 1 0 1], [1 1 1 0 1], [1 1 1 0 1], [1 1 1 0 1], [1 1 1 0 1] | [1 1 1 0 1]
jarvis_march
jarvis_march: x: [0.225 1.64 -1.95 -0.317 1.3 -1.24 -0.25 -0.825 0.101 0.427], y: [-0.989 -1.13 -0.422 -1.17 -0.533 -0.519 -1.7 -1.82 0.744 -1.15], initial_trace: [0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 1 1 0 0], [0 0 0 0 0 0 1 1 0 0], [0 0 0 0 0 0 1 1 0 0], [0 0 0 0 0 0 1 1 0 0], [0 0 0 0 0 0 1 1 0 0], [0 0 0 0 0 0 1 1 0 0], [0 0 0 0 0 0 1 1 0 0], [0 0 0 0 0 0 1 1 0 0], [0 0 0 0 0 0 1 1 0 0], [0 0 0 0 0 0 1 1 0 0], [0 0 0 0 0 0 1 1 0 0], [0 1 0 0 0 0 1 1 0 0], [0 1 0 0 0 0 1 1 0 0], [0 1 0 0 0 0 1 1 0 0], [0 1 0 0 0 0 1 1 0 0], [0 1 0 0 0 0 1 1 0 0], [0 1 0 0 0 0 1 1 0 0], [0 1 0 0 0 0 1 1 0 0], [0 1 0 0 0 0 1 1 0 0], [0 1 0 0 0 0 1 1 0 0], [0 1 0 0 0 0 1 1 0 0], [0 1 0 0 0 0 1 1 0 0], [0 1 0 0 1 0 1 1 0 0], [0 1 0 0 1 0 1 1 0 0], [0 1 0 0 1 0 1 1 0 0], [0 1 0 0 1 0 1 1 0 0], [0 1 0 0 1 0 1 1 0 0], [0 1 0 0 1 0 1 1 0 0], [0 1 0 0 1 0 1 1 0 0], [0 1 0 0 1 0 1 1 0 0], [0 1 0 0 1 0 1 1 0 0], [0 1 0 0 1 0 1 1 0 0], [0 1 0 0 1 0 1 1 0 0], [0 1 0 0 1 0 1 1 1 0], [0 1 0 0 1 0 1 1 1 0], [0 1 0 0 1 0 1 1 1 0], [0 1 0 0 1 0 1 1 1 0], [0 1 0 0 1 0 1 1 1 0], [0 1 0 0 1 0 1 1 1 0], [0 1 0 0 1 0 1 1 1 0], [0 1 0 0 1 0 1 1 1 0], [0 1 0 0 1 0 1 1 1 0], [0 1 0 0 1 0 1 1 1 0], [0 1 0 0 1 0 1 1 1 0], [0 1 1 0 1 0 1 1 1 0], [0 1 1 0 1 0 1 1 1 0], [0 1 1 0 1 0 1 1 1 0], [0 1 1 0 1 0 1 1 1 0], [0 1 1 0 1 0 1 1 1 0], [0 1 1 0 1 0 1 1 1 0], [0 1 1 0 1 0 1 1 1 0], [0 1 1 0 1 0 1 1 1 0], [0 1 1 0 1 0 1 1 1 0], [0 1 1 0 1 0 1 1 1 0] | [0 1 1 0 1 0 1 1 1 0]
jarvis_march
graham_scan: x: [1.17 0.108 -0.53 -0.398 0.542], y: [-1.23 -1.3 1.64 1.17 0.518], initial_trace: [0 0 0 0 0] trace | in_hull:
[0 1 0 0 0], [0 1 0 0 0], [1 1 0 0 0], [1 1 0 0 1], [1 1 0 1 1], [1 1 0 0 1] | [1 1 1 0 1]
graham_scan
optimal_bst: p: [0.148 0.177 0.185 0.066 0], q: [0.118 0.01 0.003 0.27 0.023], initial_trace: [[0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0]] trace | root:
[[0 0 0 0 0], [0 0 1 0 0], [0 0 0 2 0], [0 0 0 0 3], [0 0 0 0 0]], [[0 0 0 0 0], [0 0 1 2 0], [0 0 0 2 2], [0 0 0 0 3], [0 0 0 0 0]], [[0 0 0 2 0], [0 0 1 2 2], [0 0 0 2 2], [0 0 0 0 3], [0 0 0 0 0]] | [[0 0 0 2 2], [0 0 1 2 2], [0 0 0 2 2], [0 0 0 0 3], [0 0 0 0 0]]
optimal_bst
bfs: s: 3, A: [[0 0 0 0 0 0 1 0 1 0 0 0 1 0 0 1 0 0 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0], [0 0 1 1 0 1 1 1 1 0 1 0 0 1 0 0 0 1 0], [0 0 1 0 0 0 0 1 0 0 0 0 0 1 0 0 0 1 1], [0 0 0 0 1 0 0 0 0 0 1 0 1 1 0 1 0 0 0], [0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0], [1 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0], [0 0 1 1 0 1 1 0 0 0 0 0 1 0 0 0 0 0 0], [1 0 1 0 0 0 0 0 1 1 1 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 0 1 1 1 0 0 1 0 0 1 1 1], [0 0 1 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 1], [1 0 0 0 1 0 0 1 0 0 0 0 1 1 0 0 0 0 0], [0 0 1 1 1 0 0 0 0 1 0 0 1 0 0 1 0 0 1], [0 1 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0], [1 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 1], [0 0 0 0 0 0 1 0 1 1 0 1 0 0 0 0 1 0 0], [0 0 1 1 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0], [1 0 0 1 0 0 0 0 0 1 1 1 0 1 0 1 0 0 1]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18] trace | pi:
[0 1 3 3 4 5 6 3 8 9 10 11 12 3 14 15 16 3 3], [18 1 3 3 13 2 2 3 2 13 2 18 7 3 14 13 16 3 3], [18 1 3 3 13 2 2 3 2 13 2 18 7 3 11 13 6 3 3] | [18 14 3 3 13 2 2 3 2 13 2 18 7 3 11 13 6 3 3]
bfs
bellman_ford: s: 10, A: [[0 0 0 0 0 0.523 0 0.292 0 0 0.802], [0 0.175 0.349 0 0 0 0 0 0.352 0 0.137], [0 0.349 0 0 0.1 0 0 0 0 0 0], [0 0 0 0.392 0 0.607 0 0 0 0 0], [0 0 0.1 0 0.534 0.082 0 0 0 0 0], [0.523 0 0 0.607 0.082 0.043 0 0 0 0.725 0], [0 0 0 0 0 0 0.557 0.451 0 0 0], [0.292 0 0 0 0 0 0.451 0 0 0.713 0.109], [0 0.352 0 0 0 0 0 0 0 0 0.368], [0 0 0 0 0 0.725 0 0.713 0 0.445 0], [0.802 0.137 0 0 0 0 0 0.109 0.368 0 0.683]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10] trace | pi:
[10 10 2 3 4 5 6 10 10 9 10], [7 10 1 3 4 0 7 10 10 7 10], [7 10 1 5 2 0 7 10 10 7 10], [7 10 1 5 2 4 7 10 10 7 10] | [7 10 1 5 2 4 7 10 10 7 10]
bellman_ford
find_maximum_subarray_kadane: key: [0.608 -0.88 0.945 -0.146 -0.663 -0.99 0.519 -0.199 -0.689 -0.348 -0.081 -0.436 0.555 -0.128 -0.091 0.029 0.286 -0.057 -0.66], initial_trace: (0, 0) trace | (best_low, best_high):
(0, 0), (2, 2), (2, 2), (2, 2), (2, 2), (2, 2), (2, 2), (2, 2), (2, 2), (2, 2), (2, 2), (2, 2), (2, 2), (2, 2), (2, 2), (2, 2), (2, 2) | (2, 2)
find_maximum_subarray_kadane
graham_scan: x: [0.261 0.508 0.912 -0.232 -1.13 -1.07 0.26 -1.06 -0.419 -1.88 -1.1 0.136 -1.06 0.674 0.526 -1.28 0.534 1.12 -1.89 -0.636 -1.31 1.14 0.894 -1.57 -1.59 -1.42 0.544 -0.169 0.472 0.517 1], y: [-0.664 1.48 0.252 1.42 1.47 1.09 -0.918 -0.539 -0.446 0.193 -0.174 -1.65 0.662 -0.578 1.19 -1.22 0.656 0.579 0.583 -0.19 -0.999 0.477 -0.73 -1.03 -0.197 1.39 1.18 -0.032 -0.575 1.12 1.38], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 1 1 0 0 0 0 0 1 0 0], [0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 1 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 1 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 1 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 0 0 1 1], [0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 1], [1 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 1], [0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 1], [0 1 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 1], [0 1 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 1 0 0 1], [0 1 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 1], [0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 1], [0 1 0 0 1 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 1], [0 1 0 0 1 1 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 1], [0 1 0 0 1 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 1 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 1 1 0 0 1 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 1 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 1 1 0 0 1 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 1 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 1 1 0 0 1 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 1 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 1 1 0 0 1 0 0 0 0 1], [0 1 0 0 1 0 0 1 0 0 0 1 0 0 0 0 0 0 1 0 0 1 1 0 0 1 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 1 1 0 0 1 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 1 0 1 0 0 0 0 0 0 1 0 0 1 1 0 0 1 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 1 0 1 0 0 0 0 0 0 1 0 0 1 1 0 1 1 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 1 0 1 0 0 0 0 0 0 1 0 0 1 1 0 0 1 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 1 0 1 0 0 0 0 0 0 1 0 1 1 1 0 0 1 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 1 0 1 0 0 0 0 0 0 1 0 0 1 1 0 0 1 0 0 0 0 1], [0 1 0 0 1 0 0 0 0 1 0 1 0 0 0 0 0 0 1 0 0 1 1 1 0 1 0 0 0 0 1] | [0 1 0 0 1 0 0 0 0 1 0 1 0 0 0 1 0 0 1 0 0 1 1 1 0 1 0 0 0 0 1]
graham_scan
heapsort: key: [0.046 0.827 0.211 0.358 0.927 0.612 0.647 0.798 0.952 0.926], initial_trace: [0.046 0.827 0.211 0.358 0.927 0.612 0.647 0.798 0.952 0.926] trace | pred:
[0.046 0.827 0.211 0.358 0.927 0.612 0.647 0.798 0.952 0.926], [0.046 0.827 0.211 0.358 0.927 0.612 0.647 0.798 0.952 0.926], [0.046 0.827 0.211 0.358 0.927 0.612 0.647 0.798 0.952 0.926], [0.046 0.827 0.211 0.358 0.927 0.612 0.647 0.798 0.952 0.926], [0.046 0.827 0.211 0.358 0.927 0.612 0.647 0.798 0.952 0.926], [0.046 0.827 0.211 0.358 0.927 0.612 0.647 0.798 0.952 0.926], [0.046 0.827 0.211 0.952 0.927 0.612 0.647 0.798 0.358 0.926], [0.046 0.827 0.211 0.952 0.927 0.612 0.647 0.798 0.358 0.926], [0.046 0.827 0.647 0.952 0.927 0.612 0.211 0.798 0.358 0.926], [0.046 0.827 0.647 0.952 0.927 0.612 0.211 0.798 0.358 0.926], [0.046 0.952 0.647 0.827 0.927 0.612 0.211 0.798 0.358 0.926], [0.046 0.952 0.647 0.827 0.927 0.612 0.211 0.798 0.358 0.926], [0.952 0.046 0.647 0.827 0.927 0.612 0.211 0.798 0.358 0.926], [0.952 0.927 0.647 0.827 0.046 0.612 0.211 0.798 0.358 0.926], [0.952 0.927 0.647 0.827 0.926 0.612 0.211 0.798 0.358 0.046], [0.952 0.927 0.647 0.827 0.926 0.612 0.211 0.798 0.358 0.046], [0.046 0.927 0.647 0.827 0.926 0.612 0.211 0.798 0.358 0.952], [0.927 0.046 0.647 0.827 0.926 0.612 0.211 0.798 0.358 0.952], [0.927 0.926 0.647 0.827 0.046 0.612 0.211 0.798 0.358 0.952], [0.927 0.926 0.647 0.827 0.046 0.612 0.211 0.798 0.358 0.952], [0.358 0.926 0.647 0.827 0.046 0.612 0.211 0.798 0.927 0.952], [0.926 0.358 0.647 0.827 0.046 0.612 0.211 0.798 0.927 0.952], [0.926 0.827 0.647 0.358 0.046 0.612 0.211 0.798 0.927 0.952], [0.926 0.827 0.647 0.798 0.046 0.612 0.211 0.358 0.927 0.952], [0.926 0.827 0.647 0.798 0.046 0.612 0.211 0.358 0.927 0.952], [0.358 0.827 0.647 0.798 0.046 0.612 0.211 0.926 0.927 0.952], [0.827 0.358 0.647 0.798 0.046 0.612 0.211 0.926 0.927 0.952], [0.827 0.798 0.647 0.358 0.046 0.612 0.211 0.926 0.927 0.952], [0.827 0.798 0.647 0.358 0.046 0.612 0.211 0.926 0.927 0.952], [0.211 0.798 0.647 0.358 0.046 0.612 0.827 0.926 0.927 0.952], [0.798 0.211 0.647 0.358 0.046 0.612 0.827 0.926 0.927 0.952], [0.798 0.358 0.647 0.211 0.046 0.612 0.827 0.926 0.927 0.952], [0.798 0.358 0.647 0.211 0.046 0.612 0.827 0.926 0.927 0.952], [0.612 0.358 0.647 0.211 0.046 0.798 0.827 0.926 0.927 0.952], [0.647 0.358 0.612 0.211 0.046 0.798 0.827 0.926 0.927 0.952], [0.647 0.358 0.612 0.211 0.046 0.798 0.827 0.926 0.927 0.952], [0.046 0.358 0.612 0.211 0.647 0.798 0.827 0.926 0.927 0.952], [0.612 0.358 0.046 0.211 0.647 0.798 0.827 0.926 0.927 0.952], [0.612 0.358 0.046 0.211 0.647 0.798 0.827 0.926 0.927 0.952], [0.211 0.358 0.046 0.612 0.647 0.798 0.827 0.926 0.927 0.952], [0.358 0.211 0.046 0.612 0.647 0.798 0.827 0.926 0.927 0.952], [0.358 0.211 0.046 0.612 0.647 0.798 0.827 0.926 0.927 0.952], [0.046 0.211 0.358 0.612 0.647 0.798 0.827 0.926 0.927 0.952], [0.211 0.046 0.358 0.612 0.647 0.798 0.827 0.926 0.927 0.952], [0.211 0.046 0.358 0.612 0.647 0.798 0.827 0.926 0.927 0.952], [0.046 0.211 0.358 0.612 0.647 0.798 0.827 0.926 0.927 0.952] | [0.046 0.211 0.358 0.612 0.647 0.798 0.827 0.926 0.927 0.952]
heapsort