Datasets:

question
stringlengths
65
3.42k
answer
stringlengths
3
5.8k
algo_name
stringclasses
30 values
naive_string_matcher: string: [0 0 0 0 0 0 0 0 0 0 1 1], key: [0 0 2 2 0 3 0 2 1 1 0 3], initial_trace: 0 trace | s:
0, 1, 1, 2, 3, 4 | 4
naive_string_matcher
bellman_ford: s: 8, A: [[0.726 0 0 0 0 0 0 0 0.523 0 0 0.467 0 0 0 0 0 0 0.667 0 0 0 0], [0 0 0 0.356 0 0 0 0 0 0 0 0.22 0.22 0 0 0.601 0 0 0 0.673 0 0 0], [0 0 0 0 0 0 0 0 0.162 0 0.131 0 0 0 0 0 0 0 0 0 0.086 0 0], [0 0.356 0 0.105 0 0 0 0 0 0 0.851 0 0.275 0 0 0.254 0.244 0 0 0.659 0 0 0], [0 0 0 0 0 0 0 0 0.805 0 0.727 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0.322 0 0 0.708 0 0 0.647 0 0 0 0.696 0.095 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.684 0 0 0 0], [0 0 0 0 0 0 0 0 0.459 0 0.811 0 0 0 0.687 0 0.519 0 0.617 0.185 0 0.43 0], [0.523 0 0.162 0 0.805 0.708 0 0.459 0 0 0.43 0 0.357 0.166 0 0 0 0 0.485 0 0 0.498 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.764 0.308 0 0 0], [0 0 0.131 0.851 0.727 0 0 0.811 0.43 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0.467 0.22 0 0 0 0.647 0 0 0 0 0 0.941 0 0 0.748 0.175 0 0 0 0 0.233 0.683 0], [0 0.22 0 0.275 0 0 0 0 0.357 0 0 0 0 0 0 0 0 0.047 0 0 0 0 0], [0 0 0 0 0 0 0 0 0.166 0 0 0 0 0.069 0 0 0 0 0.173 0 0.121 0 0], [0 0 0 0 0 0 0 0.687 0 0 0 0.748 0 0 0 0.336 0 0 0 0 0.266 0 0], [0 0.601 0 0.254 0 0.696 0 0 0 0 0 0.175 0 0 0.336 0 0 0.242 0 0 0.487 0 0], [0 0 0 0.244 0 0.095 0 0.519 0 0 0 0 0 0 0 0 0 0 0.463 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0.047 0 0 0.242 0 0 0 0 0 0.503 0.788], [0.667 0 0 0 0 0 0.684 0.617 0.485 0.764 0 0 0 0.173 0 0 0.463 0 0.272 0 0.217 0.663 0], [0 0.673 0 0.659 0 0 0 0.185 0 0.308 0 0 0 0 0 0 0 0 0 0.178 0 0 0], [0 0 0.086 0 0 0 0 0 0 0 0 0.233 0 0.121 0.266 0.487 0 0 0.217 0 0.698 0 0.792], [0 0 0 0 0 0 0 0.43 0.498 0 0 0.683 0 0 0 0 0 0.503 0.663 0 0 0.946 0.681], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.788 0 0 0.792 0.681 0.096]], 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:
[8 1 8 3 8 8 6 8 8 9 8 11 8 8 14 15 16 17 8 19 20 8 22], [8 12 8 12 8 8 18 8 8 18 2 0 8 8 7 5 5 12 13 7 2 8 21] | [8 12 8 12 8 8 18 8 8 19 2 20 8 8 20 17 18 12 13 7 2 8 20]
bellman_ford
mst_prim: s: 10, A: [[0 0 0 0 0 0 0 0 0 0.108 0 0.696 0 0 0], [0 0.602 0.466 0 0.065 0.874 0 0 0 0 0 0 0.131 0 0], [0 0.466 0 0.724 0 0 0 0 0.888 0 0.77 0.288 0.392 0 0.599], [0 0 0.724 0.268 0 0 0 0 0 0 0 0 0 0 0], [0 0.065 0 0 0.784 0 0 0.438 0 0 0 0.056 0 0.114 0.197], [0 0.874 0 0 0 0.526 0 0 0 0.52 0 0 0 0 0], [0 0 0 0 0 0 0.187 0 0.343 0 0 0.195 0 0 0], [0 0 0 0 0.438 0 0 0.474 0.496 0 0.682 0.539 0 0 0], [0 0 0.888 0 0 0 0.343 0.496 0 0.109 0.233 0 0 0 0], [0.108 0 0 0 0 0.52 0 0 0.109 0.161 0 0.476 0 0 0], [0 0 0.77 0 0 0 0 0.682 0.233 0 0 0 0 0 0], [0.696 0 0.288 0 0.056 0 0.195 0.539 0 0.476 0 0 0 0 0], [0 0.131 0.392 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0.114 0 0 0 0 0 0 0 0 0.666 0], [0 0 0.599 0 0.197 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] trace | pi:
[0 1 10 3 4 5 6 10 10 9 10 11 12 13 14], [0 1 10 3 4 5 8 8 10 8 10 11 12 13 14], [9 1 10 3 4 9 8 8 10 8 10 9 12 13 14], [9 1 10 3 4 9 8 8 10 8 10 9 12 13 14], [9 1 10 3 4 9 8 8 10 8 10 6 12 13 14], [9 1 11 3 11 9 8 8 10 8 10 6 12 13 14], [9 4 11 3 11 9 8 4 10 8 10 6 12 4 4], [9 4 11 3 11 9 8 4 10 8 10 6 1 4 4], [9 4 11 3 11 9 8 4 10 8 10 6 1 4 4], [9 4 11 3 11 9 8 4 10 8 10 6 1 4 4], [9 4 11 3 11 9 8 4 10 8 10 6 1 4 4], [9 4 11 2 11 9 8 4 10 8 10 6 1 4 4], [9 4 11 2 11 9 8 4 10 8 10 6 1 4 4], [9 4 11 2 11 9 8 4 10 8 10 6 1 4 4] | [9 4 11 2 11 9 8 4 10 8 10 6 1 4 4]
mst_prim
heapsort: key: [0.062 0.578 0.05 0.851], initial_trace: [0.062 0.578 0.05 0.851] trace | pred:
[0.062 0.578 0.05 0.851], [0.062 0.578 0.05 0.851], [0.062 0.851 0.05 0.578], [0.062 0.851 0.05 0.578], [0.851 0.062 0.05 0.578], [0.851 0.578 0.05 0.062], [0.851 0.578 0.05 0.062], [0.062 0.578 0.05 0.851], [0.578 0.062 0.05 0.851], [0.578 0.062 0.05 0.851], [0.05 0.062 0.578 0.851], [0.062 0.05 0.578 0.851], [0.062 0.05 0.578 0.851], [0.05 0.062 0.578 0.851] | [0.05 0.062 0.578 0.851]
heapsort
graham_scan: x: [-0.149 -0.833 1.59 1.61 0.378 -0.219 -0.675 0.268 0.402 -0.76 -0.187 -0.667 -0.339 0.391 1.27 -1.53 0.13 -1.37 0.661], y: [-1.89 -1.08 0.509 -1.17 1.08 1.33 0.466 -1.25 -1.9 -0.015 -1.37 1.29 -0.553 -1.6 0.858 1.21 1.08 -1.42 -1.3], 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 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 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [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 0 0 1 0 0 0 0 0 0 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 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 1 1 1 0 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 1 1 1 0 0 0 1 0 0 0 0 1 1 0 0 0 0], [0 0 1 1 1 0 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 1 1 1 0 0 0 1 0 0 0 0 0 1 0 1 0 0], [0 0 1 1 1 0 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 1 1 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 1 1 0 1 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 1 1 0 1 0 1 1 0 0 0 0 0 1 0 0 0 0], [0 0 1 1 0 1 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 1 1 0 1 0 0 1 0 0 1 0 0 1 0 0 0 0], [0 0 1 1 0 1 1 0 1 0 0 1 0 0 1 0 0 0 0], [0 0 1 1 0 1 1 0 1 0 0 1 1 0 1 0 0 0 0], [0 0 1 1 0 1 1 0 1 0 0 1 0 0 1 0 0 0 0], [0 0 1 1 0 1 0 0 1 0 0 1 0 0 1 0 0 0 0], [0 0 1 1 0 1 0 0 1 1 0 1 0 0 1 0 0 0 0], [0 0 1 1 0 1 0 0 1 0 0 1 0 0 1 0 0 0 0], [0 0 1 1 0 1 0 0 1 0 0 1 0 0 1 1 0 0 0], [0 0 1 1 0 1 0 0 1 0 1 1 0 0 1 1 0 0 0], [0 0 1 1 0 1 0 0 1 0 0 1 0 0 1 1 0 0 0], [0 1 1 1 0 1 0 0 1 0 0 1 0 0 1 1 0 0 0], [0 0 1 1 0 1 0 0 1 0 0 1 0 0 1 1 0 0 0], [0 0 1 1 0 1 0 0 1 0 0 1 0 0 1 1 0 1 0] | [1 0 1 1 0 1 0 0 1 0 0 1 0 0 1 1 0 1 0]
graham_scan
segments_intersect: x: [0.35 0.047 0.863 0.115], y: [0.186 0.762 0.806 0.062] intersect:
1
segments_intersect
quicksort: key: [0.393 0.87 0.215 0.586 0.188], initial_trace: [0.393 0.87 0.215 0.586 0.188] trace | pred:
[0.393 0.87 0.215 0.586 0.188], [0.393 0.87 0.215 0.586 0.188], [0.393 0.87 0.215 0.586 0.188], [0.188 0.87 0.215 0.586 0.393], [0.188 0.87 0.215 0.586 0.393], [0.188 0.215 0.87 0.586 0.393], [0.188 0.215 0.87 0.586 0.393], [0.188 0.215 0.393 0.586 0.87], [0.188 0.215 0.393 0.586 0.87] | [0.188 0.215 0.393 0.586 0.87]
quicksort
articulation_points: A: [[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 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 0 0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 1 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 0], [1 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 1 0 0 0 1]], initial_trace: [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 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 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], [1 0 0 0 0 0 0 1 0 0 0 1], [1 0 0 0 0 0 0 1 0 0 0 1], [1 0 0 0 0 0 0 1 0 0 0 1], [1 0 0 0 0 0 0 1 0 0 0 1], [1 0 0 0 0 0 0 1 0 0 0 1], [1 0 0 0 0 0 0 1 0 0 0 1], [1 0 0 0 0 0 0 1 0 0 0 1], [1 0 0 0 0 0 0 1 0 0 0 1], [1 0 0 0 0 0 0 1 0 0 0 1], [1 0 0 0 0 0 0 1 0 0 0 1], [1 0 0 0 0 0 0 1 0 0 0 1], [1 0 0 0 0 0 0 1 0 0 0 1], [1 0 0 0 0 0 0 1 0 0 0 1], [1 0 0 0 0 0 0 1 0 0 0 1], [1 0 0 0 0 0 0 1 0 0 0 1], [1 0 0 0 0 0 0 1 0 0 0 1], [1 0 0 0 0 0 0 1 0 0 0 1], [1 0 0 0 0 0 0 1 0 0 0 1], [1 0 0 0 0 0 0 1 0 0 0 1], [1 0 0 0 0 0 0 1 0 0 0 1], [1 0 0 0 0 0 0 1 0 0 0 1] | [1 0 0 0 0 0 0 1 0 0 0 1]
articulation_points
binary_search: key: [0.016 0.03 0.082 0.088 0.136 0.138 0.154 0.158 0.172 0.188 0.205 0.283 0.315 0.351 0.359 0.385 0.448 0.494 0.504 0.517 0.526 0.696 0.735 0.737 0.82 0.824 0.849 0.873 0.925 0.963 0.984], target: 0.687, initial_trace: (0, 30) trace | (low, high):
(16, 30), (16, 23), (20, 23), (20, 21) | (21, 21)
binary_search
quickselect: key: [0.227 0.687 0.045 0.383 0.432 0.111 0.807 0.577 0.945 0.014 0.374], initial_trace: 10 trace | pivot:
10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 4, 4, 4, 4, 4, 4 | 3
quickselect
bellman_ford: s: 17, A: [[0 0.388 0 0.578 0 0 0 0 0 0 0 0 0.49 0 0 0 0 0.794 0 0 0 0 0.36], [0.388 0.97 0 0 0 0 0 0 0 0 0 0.471 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0.734 0.507 0 0 0 0 0 0 0 0 0 0 0 0 0 0.569 0.244 0], [0.578 0 0 0 0 0 0 0 0 0 0 0.609 0 0.546 0 0 0 0 0 0.087 0.513 0 0.18], [0 0 0 0 0.622 0.708 0 0 0.434 0 0.229 0 0.332 0 0 0 0 0 0 0 0 0 0], [0 0 0.734 0 0.708 0.347 0 0 0 0 0.643 0.285 0 0 0.562 0 0 0.701 0 0.244 0 0 0], [0 0 0.507 0 0 0 0 0 0 0 0.058 0 0 0 0 0 0.145 0 0 0 0 0.687 0.436], [0 0 0 0 0 0 0 0.457 0.196 0 0 0 0.852 0 0 0.554 0 0 0 0 0 0 0], [0 0 0 0 0.434 0 0 0.196 0.134 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0.225 0 0.589 0 0 0 0 0 0 0 0 0 0 0.314], [0 0 0 0 0.229 0.643 0.058 0 0 0 0.086 0 0 0.8 0 0 0.463 0 0 0.41 0 0 0], [0 0.471 0 0.609 0 0.285 0 0 0 0.589 0 0.112 0 0.53 0 0 0 0 0.448 0 0.866 0 0], [0.49 0 0 0 0.332 0 0 0.852 0 0 0 0 0.765 0.552 0.687 0 0 0 0 0 0 0 0.519], [0 0 0 0.546 0 0 0 0 0 0 0.8 0.53 0.552 0.453 0 0 0 0 0 0.557 0 0 0], [0 0 0 0 0 0.562 0 0 0 0 0 0 0.687 0 0.986 0 0.565 0 0.444 0 0 0 0], [0 0 0 0 0 0 0 0.554 0 0 0 0 0 0 0 0.872 0.92 0 0 0 0 0 0], [0 0 0 0 0 0 0.145 0 0 0 0.463 0 0 0 0.565 0.92 0 0 0 0 0 0 0], [0.794 0 0 0 0 0.701 0 0 0 0 0 0 0 0 0 0 0 0.983 0 0.276 0 0.443 0], [0 0 0 0 0 0 0 0 0 0 0 0.448 0 0 0.444 0 0 0 0 0 0.156 0 0], [0 0 0 0.087 0 0.244 0 0 0 0 0.41 0 0 0.557 0 0 0 0.276 0 0 0 0 0.303], [0 0 0.569 0.513 0 0 0 0 0 0 0 0.866 0 0 0 0 0 0 0.156 0 0 0.603 0], [0 0 0.244 0 0 0 0.687 0 0 0 0 0 0 0 0 0 0 0.443 0 0 0.603 0 0.298], [0.36 0 0 0.18 0 0 0.436 0 0 0.314 0 0 0.519 0 0 0 0 0 0 0.303 0 0.298 0.983]], 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:
[17 1 2 3 4 17 6 7 8 9 10 11 12 13 14 15 16 17 18 17 20 17 22], [17 0 21 19 5 19 21 7 8 9 19 5 0 19 5 15 16 17 18 17 21 17 19], [17 0 21 19 10 19 10 12 4 22 19 5 22 19 5 15 10 17 20 17 3 17 3], [17 0 21 19 10 19 10 12 4 22 19 5 22 19 5 16 6 17 20 17 3 17 3] | [17 0 21 19 10 19 10 8 4 22 19 5 22 19 5 16 6 17 20 17 3 17 3]
bellman_ford
jarvis_march: x: [-1.48 -0.066 0.476 -1.59], y: [0.085 1.67 -1.16 -0.511], initial_trace: [0 0 0 0] trace | in_hull:
[0 0 1 0], [0 0 1 0], [0 0 1 0], [0 0 1 0], [0 0 1 0], [0 1 1 0], [0 1 1 0], [0 1 1 0], [0 1 1 0], [0 1 1 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
kmp_matcher: string: [0 0 0 0 0 0 0 0 0 1 1], key: [3 3 2 3 2 2 0 1 3 3 2], initial_trace: 0 trace | s:
0, 0, 0, 0 | 1
kmp_matcher
graham_scan: x: [-0.711 -1.29 1.19 0.642 1.66 -1.53 0.766 1.9 0.067 -1.26 -0.423 0.583 -0.943 -0.764 0.379 -0.206 0.112 0.349 -1.19 1.65 -0.064 1.65 0.873], y: [-1.72 -0.229 0.968 1.67 0.987 -1.08 -1.13 -0.081 0.096 -1.21 1.79 0.103 1.21 -0.593 0.652 0.64 1.35 1.71 0.872 0.17 -0.845 0.337 0.548], 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 | in_hull:
[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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0], [1 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0], [1 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [1 0 0 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 1 0 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 0 1 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 0 1 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1], [1 0 1 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 0 1 0 1 0 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [1 0 1 0 1 0 1 1 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [1 0 1 0 1 0 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [1 0 1 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 1 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 1 1 0 1 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0], [1 0 0 1 1 0 1 1 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0], [1 0 0 1 1 0 1 1 0 0 0 0 0 0 0 1 1 1 0 0 0 0 0], [1 0 0 1 1 0 1 1 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0], [1 0 0 1 1 0 1 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0], [1 0 0 1 1 0 1 1 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0], [1 0 0 1 1 0 1 1 0 0 1 0 0 1 0 0 0 1 0 0 0 0 0], [1 0 0 1 1 0 1 1 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0], [1 0 0 1 1 0 1 1 0 0 1 0 1 0 0 0 0 1 0 0 0 0 0], [1 0 0 1 1 0 1 1 0 0 1 0 1 0 0 0 0 1 1 0 0 0 0], [1 1 0 1 1 0 1 1 0 0 1 0 1 0 0 0 0 1 1 0 0 0 0], [1 1 0 1 1 0 1 1 0 1 1 0 1 0 0 0 0 1 1 0 0 0 0], [1 1 0 1 1 0 1 1 0 0 1 0 1 0 0 0 0 1 1 0 0 0 0], [1 0 0 1 1 0 1 1 0 0 1 0 1 0 0 0 0 1 1 0 0 0 0] | [1 0 0 1 1 1 1 1 0 0 1 0 1 0 0 0 0 1 1 0 0 0 0]
graham_scan
binary_search: key: [0.136 0.261 0.323 0.481 0.624 0.629 0.728 0.734 0.791 0.971], target: 0.138, initial_trace: (0, 9) trace | (low, high):
(0, 4), (0, 2), (0, 1) | (1, 1)
binary_search
graham_scan: x: [0.216 0.825 1.44 0.473 1.09 0.819 -1.37 -1.54 1.23 0.675 -0.847], y: [-0.148 -0.382 -0.364 -0.464 -1.3 -1.58 -0.872 0.998 1.26 0.05 -0.633], initial_trace: [0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[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 1 1 0 0 0 0 0], [0 0 1 0 1 1 0 0 0 0 0], [0 0 1 0 1 1 0 0 1 0 0], [0 1 1 0 1 1 0 0 1 0 0], [0 0 1 0 1 1 0 0 1 0 0], [0 0 1 0 1 1 0 0 1 1 0], [0 0 1 1 1 1 0 0 1 1 0], [0 0 1 0 1 1 0 0 1 1 0], [0 0 1 0 1 1 0 0 1 0 0], [1 0 1 0 1 1 0 0 1 0 0], [0 0 1 0 1 1 0 0 1 0 0], [0 0 1 0 1 1 0 1 1 0 0], [0 0 1 0 1 1 0 1 1 0 1], [0 0 1 0 1 1 0 1 1 0 0] | [0 0 1 0 1 1 1 1 1 0 0]
graham_scan
quickselect: key: [0.467 0.336 0.994 0.823 0.698 0.353 0.098 0.438 0.794 0.142 0.455 0.636 0.512 0.308 0.682 0.399 0.957 0.992 0.969], initial_trace: 18 trace | pivot:
18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 15, 3, 3, 3, 3, 3, 3, 3, 3, 3, 14, 14, 14, 14, 14, 14, 14, 14, 0, 0, 0, 0, 0, 11, 11 | 12
quickselect
jarvis_march: x: [1.75 0.746 1.08 1.08 -0.11], y: [-0.863 -0.024 -0.808 -0.802 1.84], initial_trace: [0 0 0 0 0] trace | in_hull:
[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 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 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 1 1]
jarvis_march
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: [3 0 0 1 1 0 0 2 2 1 1 2 2 3 1 1 0 3 3 0 1 0 1 0 1 1 0 0], initial_trace: 0 trace | s:
1, 1, 2, 2, 2, 2 | 2
naive_string_matcher
dag_shortest_paths: s: 2, A: [[0 0 0.766 0.127 0 0 0 0 0 0], [0 0 0 0 0 0.618 0 0 0 0], [0 0 0 0.837 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0.167 0 0.963 0 0 0 0 0 0 0.943], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0.0322 0 0 0.325 0], [0 0 0.346 0 0 0 0 0 0 0.756], [0 0.00646 0 0 0 0 0 0 0 0], [0 0 0.985 0 0 0.477 0 0 0 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 2 4 5 6 7 8 9]
dag_shortest_paths
find_maximum_subarray_kadane: key: [-0.641 -0.251 -0.38 0.889 0.425 0.486 -0.226 0.351 0.559 0.87], initial_trace: (0, 0) trace | (best_low, best_high):
(1, 1), (1, 1), (3, 3), (3, 4), (3, 5), (3, 5), (3, 7), (3, 8) | (3, 9)
find_maximum_subarray_kadane
strongly_connected_components: A: [[0 0 0 0], [0 1 0 0], [0 0 1 0], [0 0 0 0]], initial_trace: [0 1 2 3] trace | scc_id:
[0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3] | [0 1 2 3]
strongly_connected_components
dag_shortest_paths: s: 13, A: [[0 0.731 0.379 0 0.88 0 0.529 0.0975 0.558 0.0526 0 0 0.521 0.843 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0.107 0 0 0 0 0 0 0 0 0 0.0517 0 0 0], [0 0 0 0 0 0.198 0 0 0 0 0 0 0 0.353 0], [0 0.485 0.111 0 0 0.074 0.119 0.0848 0 0 0.323 0 0.0979 0.846 0], [0 0.313 0.195 0 0 0 0 0 0 0 0.994 0 0 0 0], [0 0 0 0 0 0.395 0 0 0 0.527 0.17 0.182 0.216 0.65 0], [0 0 0 0.907 0 0.839 0.226 0 0 0.0909 0 0.00722 0 0 0], [0 0.147 0.0632 0.367 0 0.432 0 0 0 0 0 0.711 0 0 0], [0 0 0 0 0 0 0 0 0 0 0.692 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0.679 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0.648 0 0.199 0 0.36 0 0 0.459 0.172 0 0.297 0 0.392 0], [0 0.435 0.76 0 0 0 0 0 0 0.434 0.661 0 0 0 0], [0 0 0 0.305 0 0.662 0.463 0.193 0.658 0 0 0 0 0.619 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14] trace | pi:
[0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 13 13 3 4 5 6 7 8 13 13 11 12 13 14], [0 13 13 3 4 5 6 7 8 13 13 11 12 13 14], [0 13 13 3 4 5 6 7 8 13 13 11 12 13 14], [0 13 13 3 4 5 6 7 8 13 13 2 12 13 14] | [0 13 13 3 4 5 6 7 8 13 13 2 12 13 14]
dag_shortest_paths
topological_sort: A: [[0 0 1 0 1 0 0 0 0 1 0 0 1 1 0 0 1 0 1], [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 1 0 1 0 0 0 0 1 0 1], [0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 1], [0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0], [1 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 1], [0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1 0 0], [0 0 1 0 1 0 0 0 0 1 1 1 0 0 0 0 1 0 1], [0 0 1 0 1 1 1 1 0 0 1 1 0 0 1 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 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 1 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 1 0 0 0 1 1 1 0 0 0 0 0 0], [0 1 0 1 1 0 0 0 0 0 1 1 0 1 0 0 1 0 1], [1 1 0 0 1 0 0 0 0 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], [0 1 0 0 1 1 1 1 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]], 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], 9, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], 9, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], 9, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 9 17 18], 16, [0 1 2 3 4 5 6 7 8 9 10 16 12 13 14 15 9 17 18], 11, [0 1 2 3 4 5 11 7 8 9 10 16 12 13 14 15 9 17 18], 6, [0 1 2 3 4 5 11 7 8 9 10 16 12 13 14 15 9 17 18], 6, [0 1 2 3 4 5 11 7 8 9 10 16 12 13 14 15 9 17 6], 18, [0 1 18 3 4 5 11 7 8 9 10 16 12 13 14 15 9 17 6], 2, [0 1 18 3 4 5 11 7 8 9 10 16 12 13 14 15 9 17 6], 2, [0 1 18 3 2 5 11 7 8 9 10 16 12 13 14 15 9 17 6], 4, [0 1 18 3 2 5 11 7 8 9 10 16 12 13 14 15 9 17 6], 4, [0 1 18 3 2 5 11 7 8 9 10 16 4 13 14 15 9 17 6], 12, [0 1 18 3 2 5 11 7 8 9 10 16 4 13 14 15 9 17 6], 12, [0 1 18 3 2 5 11 7 8 9 10 16 4 13 14 15 9 17 6], 12, [0 1 18 3 2 5 11 7 8 9 12 16 4 13 14 15 9 17 6], 10, [0 1 18 3 2 5 11 7 8 9 12 16 4 10 14 15 9 17 6], 13, [13 1 18 3 2 5 11 7 8 9 12 16 4 10 14 15 9 17 6], 0, [13 1 18 3 2 5 11 7 8 9 12 16 4 10 14 15 9 17 6], 0, [13 1 18 3 2 5 11 7 8 9 12 16 4 10 14 15 9 17 6], 0, [13 0 18 3 2 5 11 7 8 9 12 16 4 10 14 15 9 17 6], 1, [13 0 18 3 2 5 11 7 8 9 12 16 4 10 14 15 9 17 6], 1, [13 0 18 3 2 5 11 7 8 9 12 16 4 10 14 15 9 17 6], 1, [13 0 18 3 2 5 11 7 8 9 12 16 4 10 14 15 9 17 6], 1, [13 0 18 3 2 5 11 7 8 9 12 16 4 10 14 1 9 17 6], 15, [13 0 18 15 2 5 11 7 8 9 12 16 4 10 14 1 9 17 6], 3, [13 0 18 15 2 5 11 7 8 9 12 16 4 10 14 1 9 17 6], 3, [13 0 18 15 2 5 11 7 8 9 12 16 4 10 14 1 9 17 6], 3, [13 0 18 15 2 3 11 7 8 9 12 16 4 10 14 1 9 17 6], 5, [13 0 18 15 2 3 11 7 8 9 12 16 4 10 14 1 9 17 6], 5, [13 0 18 15 2 3 11 7 8 9 12 16 4 10 14 1 9 17 6], 5, [13 0 18 15 2 3 11 5 8 9 12 16 4 10 14 1 9 17 6], 7, [13 0 18 15 2 3 11 5 8 9 12 16 4 10 14 1 9 17 6], 7, [13 0 18 15 2 3 11 5 8 9 12 16 4 10 14 1 9 17 6], 7, [13 0 18 15 2 3 11 5 8 9 12 16 4 10 14 1 9 17 6], 7, [13 0 18 15 2 3 11 5 8 9 12 16 4 10 7 1 9 17 6], 14, [13 0 18 15 2 3 11 5 8 9 12 16 4 10 7 1 9 17 6], 14, [13 0 18 15 2 3 11 5 8 9 12 16 4 10 7 1 9 14 6], 17 | [13 0 18 15 2 3 11 5 17 9 12 16 4 10 7 1 9 14 6], 8
topological_sort
bellman_ford: s: 27, A: [[0.91 0.344 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.419 0 0 0 0 0 0 0.148 0 0.505 0 0.605], [0.344 0 0.357 0 0 0 0 0 0 0 0 0.458 0 0.244 0.208 0.597 0.22 0 0 0.59 0 0 0 0 0 0 0.937 0], [0 0.357 0 0 0 0 0 0 0 0 0 0 0 0.077 0 0 0.569 0 0 0 0 0 0 0 0.434 0.76 0 0.535], [0 0 0 0 0 0 0 0 0 0.23 0 0 0 0.73 0 0.222 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0.479 0 0 0 0 0.232 0 0 0 0 0 0 0 0.762 0 0.429 0 0 0.632 0], [0 0 0 0 0 0 0 0 0 0.227 0 0.284 0 0.846 0.315 0 0 0.486 0 0 0.289 0 0.699 0 0.826 0 0 0], [0 0 0 0 0 0 0.452 0.429 0 0.671 0 0 0.73 0 0.731 0 0.367 0.37 0 0 0 0 0 0.509 0 0 0 0], [0 0 0 0 0 0 0.429 0 0 0 0.564 0 0 0.237 0 0.601 0 0 0 0 0 0 0 0 0 0 0 0.752], [0 0 0 0 0.479 0 0 0 0.836 0 0 0.471 0 0 0 0 0 0 0 0 0 0.262 0 0.772 0 0 0 0.649], [0 0 0 0.23 0 0.227 0.671 0 0 0 0 0 0 0 0 0 0 0 0.234 0 0.199 0 0 0 0 0.234 0.738 0.292], [0 0 0 0 0 0 0 0.564 0 0 0 0 0 0 0 0.266 0 0.488 0.851 0 0.163 0.694 0.472 0.387 0 0 0.115 0], [0 0.458 0 0 0 0.284 0 0 0.471 0 0 0.677 0 0 0.36 0 0 0 0 0 0 0 0 0.529 0 0 0 0], [0 0 0 0 0 0 0.73 0 0 0 0 0 0 0 0.967 0 0.22 0 0.444 0 0 0 0.338 0.289 0 0 0 0], [0 0.244 0.077 0.73 0.232 0.846 0 0.237 0 0 0 0 0 0.088 0 0 0 0 0.421 0 0 0 0.433 0 0 0 0 0], [0 0.208 0 0 0 0.315 0.731 0 0 0 0 0.36 0.967 0 0 0 0.095 0 0 0 0.293 0 0 0.498 0 0 0 0.885], [0 0.597 0 0.222 0 0 0 0.601 0 0 0.266 0 0 0 0 0.557 0 0 0.902 0.306 0 0.313 0 0 0 0 0 0.663], [0.419 0.22 0.569 0 0 0 0.367 0 0 0 0 0 0.22 0 0.095 0 0 0.478 0 0.427 0 0 0 0.142 0 0 0.845 0], [0 0 0 0 0 0.486 0.37 0 0 0 0.488 0 0 0 0 0 0.478 0.327 0 0.821 0.763 0.573 0 0.751 0.274 0 0 0.721], [0 0 0 0 0 0 0 0 0 0.234 0.851 0 0.444 0.421 0 0.902 0 0 0.135 0 0 0 0 0 0 0 0 0], [0 0.59 0 0 0 0 0 0 0 0 0 0 0 0 0 0.306 0.427 0.821 0 0 0 0 0 0.22 0 0 0.245 0], [0 0 0 0 0 0.289 0 0 0 0.199 0.163 0 0 0 0.293 0 0 0.763 0 0 0.038 0 0 0 0 0 0 0], [0 0 0 0 0.762 0 0 0 0.262 0 0.694 0 0 0 0 0.313 0 0.573 0 0 0 0 0.758 0 0 0 0 0], [0 0 0 0 0 0.699 0 0 0 0 0.472 0 0.338 0.433 0 0 0 0 0 0 0 0.758 0.672 0 0 0 0.198 0], [0.148 0 0 0 0.429 0 0.509 0 0.772 0 0.387 0.529 0.289 0 0.498 0 0.142 0.751 0 0.22 0 0 0 0.646 0.245 0 0.109 0], [0 0 0.434 0 0 0.826 0 0 0 0 0 0 0 0 0 0 0 0.274 0 0 0 0 0 0.245 0.406 0.063 0 0], [0.505 0 0.76 0 0 0 0 0 0 0.234 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.063 0.593 0 0.577], [0 0.937 0 0 0.632 0 0 0 0 0.738 0.115 0 0 0 0 0 0.845 0 0 0.245 0 0 0.198 0.109 0 0 0.36 0], [0.605 0 0.535 0 0 0 0 0.752 0.649 0.292 0 0 0 0 0.885 0.663 0 0.721 0 0 0 0 0 0 0 0.577 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 23 24 25 26 27] trace | pi:
[27 1 27 3 4 5 6 27 27 27 10 11 12 13 27 27 16 27 18 19 20 21 22 23 24 27 26 27], [27 2 27 9 8 9 9 27 27 27 15 8 14 2 27 27 14 27 9 15 9 8 22 0 25 9 9 27], [27 13 27 9 13 9 9 27 27 27 20 5 18 2 20 27 23 27 9 15 9 8 13 0 25 9 23 27], [27 13 27 9 13 9 9 27 27 27 20 5 18 2 20 27 14 27 9 15 9 8 13 0 25 9 10 27] | [27 13 27 9 13 9 9 27 27 27 20 5 18 2 20 27 14 27 9 15 9 8 26 0 25 9 10 27]
bellman_ford
binary_search: key: [0.028 0.099 0.37 0.384 0.44 0.456 0.518 0.765 0.896 0.913 0.979], target: 0.630, initial_trace: (0, 10) trace | (low, high):
(6, 10), (6, 8), (6, 7) | (7, 7)
binary_search
binary_search: key: [0.112 0.137 0.247 0.779], target: 0.948, initial_trace: (0, 3) trace | (low, high):
(2, 3) | (3, 3)
binary_search
quickselect: key: [0.004 0.133 0.944 0.705 0.096 0.767 0.83 0.523 0.288 0.397 0.475 0.781 0.394 0.708 0.524 0.519 0.839 0.412 0.388 0.852 0.57 0.776 0.978 0.287 0.285 0.61 0.314 0.35], 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, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7 | 7
quickselect
quickselect: key: [0.324 0.023 0.474 0.788 0.703 0.676 0.021 0.102 0.729 0.819 0.182 0.816 0.951 0.602 0.552 0.033 0.414 0.467 0.953 0.441 0.012 0.567 0.068], initial_trace: 22 trace | pivot:
22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 21, 19, 19, 19, 19, 19, 19, 19, 19, 2, 2 | 2
quickselect
mst_prim: s: 0, A: [[0.944 0 0 0.541 0 0 0.696 0.527 0 0.545 0 0], [0 0 0 0.637 0 0.256 0 0 0 0 0 0.842], [0 0 0 0 0 0 0 0 0 0.602 0 0], [0.541 0.637 0 0 0.776 0 0 0 0.29 0 0 0], [0 0 0 0.776 0.842 0 0 0 0 0.517 0.319 0], [0 0.256 0 0 0 0.646 0 0 0 0.21 0 0], [0.696 0 0 0 0 0 0 0.275 0 0 0 0], [0.527 0 0 0 0 0 0.275 0.068 0 0.209 0.212 0], [0 0 0 0.29 0 0 0 0 0.214 0 0 0], [0.545 0 0.602 0 0.517 0.21 0 0.209 0 0 0 0.42], [0 0 0 0 0.319 0 0 0.212 0 0 0.849 0], [0 0.842 0 0 0 0 0 0 0 0.42 0 0.65]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11] trace | pi:
[0 1 2 0 4 5 0 0 8 0 10 11], [0 1 2 0 4 5 7 0 8 7 7 11], [0 1 9 0 9 9 7 0 8 7 7 9], [0 5 9 0 9 9 7 0 8 7 7 9], [0 5 9 0 10 9 7 0 8 7 7 9], [0 5 9 0 10 9 7 0 8 7 7 9], [0 5 9 0 10 9 7 0 8 7 7 9], [0 5 9 0 10 9 7 0 8 7 7 9], [0 5 9 0 10 9 7 0 8 7 7 9], [0 5 9 0 10 9 7 0 3 7 7 9], [0 5 9 0 10 9 7 0 3 7 7 9] | [0 5 9 0 10 9 7 0 3 7 7 9]
mst_prim
minimum: key: [0.892 0.815 0.325 0.046 0.646 0.828 0.223 0.852 0.682 0.207 0.152 0.012 0.467 0.322 0.01], initial_trace: 0 trace | min:
1, 2, 3, 3, 3, 3, 3, 3, 3, 3, 11, 11, 11 | 14
minimum
bellman_ford: s: 11, A: [[0.908 0 0.822 0 0.583 0 0.35 0 0.616 0 0.127 0 0 0 0 0.686 0.32 0 0], [0 0 0 0 0 0 0 0 0 0 0.603 0 0 0.706 0 0 0 0 0], [0.822 0 0.961 0 0 0.869 0 0.546 0 0 0 0 0 0.38 0 0 0.544 0 0.155], [0 0 0 0.359 0 0 0 0 0.371 0.132 0.794 0 0 0 0 0 0 0 0], [0.583 0 0 0 0 0 0.23 0 0 0 0.515 0 0 0 0 0 0 0.224 0.556], [0 0 0.869 0 0 0 0.427 0 0 0.339 0 0 0 0.394 0 0 0 0 0], [0.35 0 0 0 0.23 0.427 0.117 0 0 0 0.102 0 0 0 0.06 0 0 0 0], [0 0 0.546 0 0 0 0 0.101 0 0 0.45 0 0 0.874 0 0.677 0 0 0.943], [0.616 0 0 0.371 0 0 0 0 0 0 0 0 0 0 0 0.539 0 0 0], [0 0 0 0.132 0 0.339 0 0 0 0 0.773 0 0 0.26 0 0 0 0 0], [0.127 0.603 0 0.794 0.515 0 0.102 0.45 0 0.773 0 0 0.264 0.65 0 0.147 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0.567 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0.264 0 0.619 0 0 0 0 0 0], [0 0.706 0.38 0 0 0.394 0 0.874 0 0.26 0.65 0 0 0.877 0 0 0.384 0.18 0], [0 0 0 0 0 0 0.06 0 0 0 0 0 0 0 0 0.282 0 0 0], [0.686 0 0 0 0 0 0 0.677 0.539 0 0.147 0 0 0 0.282 0 0 0 0], [0.32 0 0.544 0 0 0 0 0 0 0 0 0 0 0.384 0 0 0 0 0], [0 0 0 0 0.224 0 0 0 0 0 0 0 0 0.18 0 0 0 0 0], [0 0 0.155 0 0.556 0 0 0.943 0 0 0 0 0 0 0 0 0 0 0.217]], 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]
bellman_ford
find_maximum_subarray_kadane: key: [0.522 0.258 -0.689 0.595 0.658 0.911 0.013 0.131 0.195 0.426 0.171 0.26 -0.537 -0.282 -0.294 0.796 0.088 0.401 -0.7], initial_trace: (0, 0) trace | (best_low, best_high):
(0, 1), (0, 1), (0, 1), (0, 4), (0, 5), (0, 6), (0, 7), (0, 8), (0, 9), (0, 10), (0, 11), (0, 11), (0, 11), (0, 11), (0, 11), (0, 11), (0, 17) | (0, 17)
find_maximum_subarray_kadane
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: [0 2 0 1 0 0 0 1 0 1 1 3 3 0 2 0 2 1 0 0 1 0 0], initial_trace: 0 trace | s:
0, 1, 2, 2, 2 | 2
naive_string_matcher
graham_scan: x: [-0.416 -0.318 1.53 -1.24 0.946 0.091 -0.564 0.023 0.477 0.941 0.965 0.559 1.51 0.535 -0.783 1.64 -1.2 0.899 0.015], y: [0.862 -1.4 -0.886 1.25 -1.26 -1.85 -0.246 1.27 -0.701 -0.523 -1 -0.386 1.22 -1.39 -1.22 0.341 -1.02 0.653 -0.482], 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 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 1 0 1 1 0 0 0 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 0 0 0 0], [0 0 1 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 1 0 0 1 0 0 0 0 1 0 0 1 0 0 0 0 0], [0 0 1 0 0 1 0 0 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 0 0 0], [0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0], [0 0 1 0 0 1 0 0 0 1 0 0 0 0 0 1 0 0 0], [0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0], [0 0 1 0 0 1 0 0 0 0 0 0 1 0 0 1 0 0 0], [0 0 1 0 0 1 0 0 1 0 0 0 1 0 0 1 0 0 0], [0 0 1 0 0 1 0 0 0 0 0 0 1 0 0 1 0 0 0], [0 0 1 0 0 1 0 0 0 0 0 0 1 0 0 1 0 1 0], [0 0 1 0 0 1 0 0 0 0 0 1 1 0 0 1 0 1 0], [0 0 1 0 0 1 0 0 0 0 0 0 1 0 0 1 0 1 0], [0 0 1 0 0 1 0 0 0 0 0 0 1 0 0 1 0 0 0], [0 0 1 0 0 1 0 1 0 0 0 0 1 0 0 1 0 0 0], [0 0 1 0 0 1 0 1 0 0 0 0 1 0 0 1 0 0 1], [0 0 1 0 0 1 0 1 0 0 0 0 1 0 0 1 0 0 0], [1 0 1 0 0 1 0 1 0 0 0 0 1 0 0 1 0 0 0], [1 0 1 0 0 1 1 1 0 0 0 0 1 0 0 1 0 0 0], [1 0 1 0 0 1 0 1 0 0 0 0 1 0 0 1 0 0 0], [0 0 1 0 0 1 0 1 0 0 0 0 1 0 0 1 0 0 0], [0 0 1 1 0 1 0 1 0 0 0 0 1 0 0 1 0 0 0], [0 1 1 1 0 1 0 1 0 0 0 0 1 0 0 1 0 0 0], [0 0 1 1 0 1 0 1 0 0 0 0 1 0 0 1 0 0 0], [0 0 1 1 0 1 0 1 0 0 0 0 1 0 1 1 0 0 0], [0 0 1 1 0 1 0 1 0 0 0 0 1 0 0 1 0 0 0] | [0 0 1 1 0 1 0 1 0 0 0 0 1 0 0 1 1 0 0]
graham_scan
task_scheduling: d: [8 6 9 1 1 1 10 4 9 8 2 4], w: [0.901 0.559 0.968 0.899 0.938 0.262 0.774 0.001 0.856 0.347 0.288 0.972], initial_trace: [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 1], [0 0 1 0 0 0 0 0 0 0 0 1], [0 0 1 0 0 0 0 0 0 0 0 1], [1 0 1 0 0 0 0 0 0 0 0 1], [1 0 1 0 0 0 0 0 0 0 0 1], [1 0 1 0 0 0 0 0 1 0 0 1], [1 0 1 0 0 0 1 0 1 0 0 1], [1 1 1 0 0 0 1 0 1 0 0 1], [1 1 1 0 0 0 1 0 1 1 0 1], [1 1 1 0 0 0 1 0 1 1 0 1], [1 1 1 0 0 0 1 0 1 1 0 1] | [1 1 1 0 0 0 1 0 1 1 0 1]
task_scheduling
quickselect: key: [0.626 0.775 0.125 0.513 0.541 0.58 0.625 0.078 0.523 0.258 0.186 0.717 0.234 0.213 0.689 0.118 0.448 0.615 0.708 0.475 0.1 0.017 0.484], initial_trace: 22 trace | pivot:
22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22 | 22
quickselect
quicksort: key: [0.831 0.507 0.928 0.427 0.739], initial_trace: [0.831 0.507 0.928 0.427 0.739] trace | pred:
[0.507 0.831 0.928 0.427 0.739], [0.507 0.831 0.928 0.427 0.739], [0.507 0.427 0.928 0.831 0.739], [0.507 0.427 0.739 0.831 0.928], [0.507 0.427 0.739 0.831 0.928], [0.427 0.507 0.739 0.831 0.928], [0.427 0.507 0.739 0.831 0.928] | [0.427 0.507 0.739 0.831 0.928]
quicksort
dfs: A: [[0 0 0 1 1 0 0 0 1 0 1 0 0 0 1], [1 1 1 0 1 1 1 1 0 0 1 0 1 0 0], [1 0 1 0 0 0 0 1 0 1 0 1 1 0 0], [1 1 0 1 1 0 1 1 1 0 0 0 1 1 0], [0 1 0 1 0 1 0 0 0 0 1 0 1 0 1], [0 0 1 0 0 0 0 1 1 0 0 1 0 1 0], [1 0 0 0 1 0 1 0 1 0 0 1 1 1 1], [0 1 1 0 1 1 1 1 1 1 0 1 1 1 0], [0 1 0 0 0 1 0 0 0 0 1 1 1 0 1], [0 0 1 1 1 1 1 0 0 0 1 0 0 0 1], [1 1 0 1 1 1 0 1 1 0 1 1 0 1 0], [1 0 0 1 0 0 0 0 0 1 1 1 0 1 1], [0 0 1 0 0 0 1 1 0 0 1 1 0 1 1], [0 0 1 0 1 0 1 1 0 0 1 1 1 0 1], [1 0 1 1 0 1 0 1 1 1 1 1 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14] trace | pi:
[0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 0 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 0 4 5 6 7 8 9 10 11 12 13 14], [0 3 2 0 4 5 6 7 8 9 10 11 12 13 14], [0 3 2 0 4 5 6 7 8 9 10 11 12 13 14], [0 3 1 0 4 5 6 7 8 9 10 11 12 13 14], [0 3 1 0 4 5 6 7 8 9 10 11 12 13 14], [0 3 1 0 4 5 6 2 8 9 10 11 12 13 14], [0 3 1 0 4 5 6 2 8 9 10 11 12 13 14], [0 3 1 0 7 5 6 2 8 9 10 11 12 13 14], [0 3 1 0 7 5 6 2 8 9 10 11 12 13 14], [0 3 1 0 7 4 6 2 8 9 10 11 12 13 14], [0 3 1 0 7 4 6 2 8 9 10 11 12 13 14], [0 3 1 0 7 4 6 2 5 9 10 11 12 13 14], [0 3 1 0 7 4 6 2 5 9 10 11 12 13 14], [0 3 1 0 7 4 6 2 5 9 8 11 12 13 14], [0 3 1 0 7 4 6 2 5 9 8 11 12 13 14], [0 3 1 0 7 4 6 2 5 9 8 10 12 13 14], [0 3 1 0 7 4 6 2 5 9 8 10 12 13 14], [0 3 1 0 7 4 6 2 5 11 8 10 12 13 14], [0 3 1 0 7 4 6 2 5 11 8 10 12 13 14], [0 3 1 0 7 4 9 2 5 11 8 10 12 13 14], [0 3 1 0 7 4 9 2 5 11 8 10 12 13 14], [0 3 1 0 7 4 9 2 5 11 8 10 6 13 14], [0 3 1 0 7 4 9 2 5 11 8 10 6 13 14], [0 3 1 0 7 4 9 2 5 11 8 10 6 12 14], [0 3 1 0 7 4 9 2 5 11 8 10 6 12 14], [0 3 1 0 7 4 9 2 5 11 8 10 6 12 13], [0 3 1 0 7 4 9 2 5 11 8 10 6 12 13], [0 3 1 0 7 4 9 2 5 11 8 10 6 12 13], [0 3 1 0 7 4 9 2 5 11 8 10 6 12 13], [0 3 1 0 7 4 9 2 5 11 8 10 6 12 13], [0 3 1 0 7 4 9 2 5 11 8 10 6 12 13], [0 3 1 0 7 4 9 2 5 11 8 10 6 12 13], [0 3 1 0 7 4 9 2 5 11 8 10 6 12 13], [0 3 1 0 7 4 9 2 5 11 8 10 6 12 13], [0 3 1 0 7 4 9 2 5 11 8 10 6 12 13], [0 3 1 0 7 4 9 2 5 11 8 10 6 12 13], [0 3 1 0 7 4 9 2 5 11 8 10 6 12 13], [0 3 1 0 7 4 9 2 5 11 8 10 6 12 13], [0 3 1 0 7 4 9 2 5 11 8 10 6 12 13], [0 3 1 0 7 4 9 2 5 11 8 10 6 12 13], [0 3 1 0 7 4 9 2 5 11 8 10 6 12 13] | [0 3 1 0 7 4 9 2 5 11 8 10 6 12 13]
dfs
dfs: A: [[1 0 0 1], [0 1 0 0], [1 0 1 0], [1 0 0 1]], initial_trace: [0 1 2 3] trace | pi:
[0 1 2 3], [0 1 2 0], [0 1 2 0], [0 1 2 0], [0 1 2 0], [0 1 2 0], [0 1 2 0], [0 1 2 0], [0 1 2 0], [0 1 2 0] | [0 1 2 0]
dfs
naive_string_matcher: string: [0 0 0 0 0 0 0 0 0 1 1], key: [3 2 1 2 3 2 3 2 2 2 3], initial_trace: 0 trace | s:
1, 1, 2, 3 | 3
naive_string_matcher
bridges: 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]], initial_trace: [[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]] trace | is_bridge:
[[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]], [[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
strongly_connected_components: A: [[1 0 0 0 0], [0 1 0 0 0], [0 0 0 0 1], [0 0 0 0 0], [0 0 1 0 1]], initial_trace: [0 1 2 3 4] trace | scc_id:
[0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 2], [0 1 2 3 2], [0 1 2 3 2], [0 1 2 3 2], [0 1 2 3 2], [0 1 2 3 2], [0 1 2 3 2] | [0 1 2 3 2]
strongly_connected_components
quickselect: key: [0.186 0.029 0.721 0.085 0.274], initial_trace: 4 trace | pivot:
4, 4, 4, 4, 3, 3, 3 | 0
quickselect
bellman_ford: s: 27, A: [[0 0 0 0 0 0.412 0 0 0.541 0.624 0 0.331 0.447 0 0.609 0 0 0 0 0 0.24 0 0 0 0 0 0 0 0 0 0], [0 0.224 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.209 0 0 0.374 0 0 0.459 0 0.216 0 0 0 0], [0 0 0.798 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.751 0 0.49 0.586 0.254 0 0 0.305 0 0 0 0.202], [0 0 0 0.433 0 0 0.903 0 0.304 0.429 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.079 0], [0 0 0 0 0 0 0.522 0 0 0.095 0 0 0 0 0 0 0 0.545 0 0 0 0 0 0 0 0 0 0.579 0 0 0], [0.412 0 0 0 0 0.789 0 0.117 0 0 0 0.353 0 0 0 0 0 0.213 0 0 0 0 0 0 0 0.516 0 0.424 0 0 0.103], [0 0 0 0.903 0.522 0 0.52 0 0 0 0 0 0 0.504 0 0 0 0.782 0 0 0 0 0 0.382 0 0 0 0 0 0.469 0], [0 0 0 0 0 0.117 0 0.417 0.613 0 0 0.591 0 0 0 0.495 0 0 0.701 0 0 0.36 0 0.926 0 0 0 0 0 0 0.471], [0.541 0 0 0.304 0 0 0 0.613 0 0 0 0 0.467 0 0.511 0 0.279 0 0 0 0 0 0 0 0 0 0 0 0 0 0.172], [0.624 0 0 0.429 0.095 0 0 0 0 0.816 0 0 0 0 0 0.636 0.141 0 0 0 0 0 0 0.13 0 0 0 0.372 0 0 0.085], [0 0 0 0 0 0 0 0 0 0 0 0 0 0.699 0 0 0.7 0 0.331 0 0.38 0 0 0 0 0.246 0.441 0 0 0 0], [0.331 0 0 0 0 0.353 0 0.591 0 0 0 0 0 0 0 0 0.386 0 0 0 0 0.432 0 0.915 0 0.224 0 0.663 0 0 0.603], [0.447 0 0 0 0 0 0 0 0.467 0 0 0 0 0.654 0 0 0.24 0 0 0 0.328 0 0 0.416 0 0 0 0 0 0 0], [0 0 0 0 0 0 0.504 0 0 0 0.699 0 0.654 0.919 0 0 0.065 0 0 0 0.804 0 0.233 0.28 0 0.478 0 0 0 0 0], [0.609 0 0 0 0 0 0 0 0.511 0 0 0 0 0 0 0.616 0 0 0.878 0.305 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0.495 0 0.636 0 0 0 0 0.616 0 0 0 0 0.61 0.859 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0.279 0.141 0.7 0.386 0.24 0.065 0 0 0.489 0 0 0 0 0 0 0.857 0 0 0 0 0 0.085 0.371], [0 0 0 0 0.545 0.213 0.782 0 0 0 0 0 0 0 0 0 0 0.454 0 0 0 0.261 0 0 0 0 0 0 0.157 0 0], [0 0.209 0 0 0 0 0 0.701 0 0 0.331 0 0 0 0.878 0 0 0 0 0 0 0 0.468 0.651 0 0 0 0 0 0 0], [0 0 0.751 0 0 0 0 0 0 0 0 0 0 0 0.305 0.61 0 0 0 0.441 0 0 0 0 0.314 0 0 0 0 0 0], [0.24 0 0 0 0 0 0 0 0 0 0.38 0 0.328 0.804 0 0.859 0 0 0 0 0 0.468 0 0 0 0 0 0 0 0 0], [0 0.374 0.49 0 0 0 0 0.36 0 0 0 0.432 0 0 0 0 0 0.261 0 0 0.468 0 0 0 0.791 0 0 0 0 0 0], [0 0 0.586 0 0 0 0 0 0 0 0 0 0 0.233 0 0 0 0 0.468 0 0 0 0.648 0 0 0.185 0 0 0 0 0], [0 0 0.254 0 0 0 0.382 0.926 0 0.13 0 0.915 0.416 0.28 0 0 0.857 0 0.651 0 0 0 0 0 0 0 0 0 0 0 0], [0 0.459 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.314 0 0.791 0 0 0.73 0.772 0 0.362 0 0 0], [0 0 0 0 0 0.516 0 0 0 0 0.246 0.224 0 0.478 0 0 0 0 0 0 0 0 0.185 0 0.772 0 0 0.504 0 0.198 0], [0 0.216 0.305 0 0 0 0 0 0 0 0.441 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.148 0 0 0 0], [0 0 0 0 0.579 0.424 0 0 0 0.372 0 0.663 0 0 0 0 0 0 0 0 0 0 0 0 0.362 0.504 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.157 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0.079 0 0 0.469 0 0 0 0 0 0 0 0 0 0.085 0 0 0 0 0 0 0 0 0.198 0 0 0 0.272 0], [0 0 0.202 0 0 0.103 0 0.471 0.172 0.085 0 0.603 0 0 0 0 0.371 0 0 0 0 0 0 0 0 0 0 0 0 0 0.509]], 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 27 27 6 7 8 27 10 27 12 13 14 15 16 17 18 19 20 21 22 23 27 27 26 27 28 29 30], [5 24 2 9 9 27 4 5 8 27 25 27 12 25 14 9 9 5 18 24 20 11 25 9 27 27 26 27 28 25 9], [5 24 30 29 9 27 23 5 30 27 25 27 16 16 19 9 9 5 1 24 0 17 25 9 27 27 1 27 17 16 9] | [5 24 30 29 9 27 23 5 30 27 25 27 16 16 19 9 9 5 1 24 0 17 25 9 27 27 2 27 17 16 9]
bellman_ford
heapsort: key: [0.137 0.563 0.314 0.051 0.062], initial_trace: [0.137 0.563 0.314 0.051 0.062] trace | pred:
[0.137 0.563 0.314 0.051 0.062], [0.137 0.563 0.314 0.051 0.062], [0.137 0.563 0.314 0.051 0.062], [0.137 0.563 0.314 0.051 0.062], [0.563 0.137 0.314 0.051 0.062], [0.563 0.137 0.314 0.051 0.062], [0.062 0.137 0.314 0.051 0.563], [0.314 0.137 0.062 0.051 0.563], [0.314 0.137 0.062 0.051 0.563], [0.051 0.137 0.062 0.314 0.563], [0.137 0.051 0.062 0.314 0.563], [0.137 0.051 0.062 0.314 0.563], [0.062 0.051 0.137 0.314 0.563], [0.062 0.051 0.137 0.314 0.563], [0.051 0.062 0.137 0.314 0.563] | [0.051 0.062 0.137 0.314 0.563]
heapsort
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: [1 2 2 2 0 3 3 3 3 2 1 0 2 2 1 1 2 2 3 3 3 2 0 0 3 0 3 3 3 3 2], initial_trace: 0 trace | s:
1, 2, 3, 4, 4, 4, 4, 4 | 4
naive_string_matcher
dfs: A: [[1 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1 0 0], [0 1 1 0 0 0 0 0 1 1 1 0 1 1 0 0 1 1 0], [1 0 1 1 1 1 1 0 0 0 1 1 1 0 0 0 1 0 0], [1 1 0 1 0 0 1 1 0 1 1 1 0 0 1 1 0 1 0], [0 0 0 0 1 0 1 0 0 0 0 0 1 0 0 0 0 1 1], [1 1 1 1 1 1 0 1 1 1 0 0 1 1 1 0 1 0 1], [1 0 0 0 0 1 1 1 1 1 1 1 1 1 1 0 0 0 0], [1 0 1 0 1 0 0 0 1 0 0 1 0 0 1 1 0 1 1], [1 1 1 1 1 0 1 1 0 1 1 1 0 1 0 0 1 1 0], [1 1 1 0 0 1 0 0 1 1 0 1 1 1 1 0 0 0 1], [1 0 0 0 0 0 0 0 1 0 1 0 0 1 1 0 1 1 0], [1 0 0 1 0 1 1 1 1 0 1 0 1 0 1 0 1 0 1], [0 0 1 0 1 0 1 1 0 1 1 0 1 1 1 0 0 1 0], [0 1 0 1 0 0 1 1 1 1 1 1 0 1 1 1 1 1 0], [0 1 1 0 1 0 0 0 1 0 0 0 1 0 1 0 1 0 1], [1 0 1 1 0 0 1 0 1 1 1 0 0 1 1 1 0 1 0], [1 0 1 1 0 0 0 1 0 1 1 1 1 0 1 0 0 1 0], [0 0 1 1 1 0 1 1 1 1 1 0 1 1 1 0 0 1 0], [0 0 1 0 1 0 0 0 1 1 1 0 0 0 0 0 1 1 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 0 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 0 10 11 12 13 14 15 16 17 18], [0 9 2 3 4 5 6 7 8 0 10 11 12 13 14 15 16 17 18], [0 9 2 3 4 5 6 7 8 0 10 11 12 13 14 15 16 17 18], [0 9 1 3 4 5 6 7 8 0 10 11 12 13 14 15 16 17 18], [0 9 1 3 4 5 6 7 8 0 10 11 12 13 14 15 16 17 18], [0 9 1 2 4 5 6 7 8 0 10 11 12 13 14 15 16 17 18], [0 9 1 2 4 5 6 7 8 0 10 11 12 13 14 15 16 17 18], [0 9 1 2 4 5 3 7 8 0 10 11 12 13 14 15 16 17 18], [0 9 1 2 4 5 3 7 8 0 10 11 12 13 14 15 16 17 18], [0 9 1 2 4 6 3 7 8 0 10 11 12 13 14 15 16 17 18], [0 9 1 2 4 6 3 7 8 0 10 11 12 13 14 15 16 17 18], [0 9 1 2 5 6 3 7 8 0 10 11 12 13 14 15 16 17 18], [0 9 1 2 5 6 3 7 8 0 10 11 12 13 14 15 16 17 18], [0 9 1 2 5 6 3 7 8 0 10 11 4 13 14 15 16 17 18], [0 9 1 2 5 6 3 7 8 0 10 11 4 13 14 15 16 17 18], [0 9 1 2 5 6 3 12 8 0 10 11 4 13 14 15 16 17 18], [0 9 1 2 5 6 3 12 8 0 10 11 4 13 14 15 16 17 18], [0 9 1 2 5 6 3 12 7 0 10 11 4 13 14 15 16 17 18], [0 9 1 2 5 6 3 12 7 0 10 11 4 13 14 15 16 17 18], [0 9 1 2 5 6 3 12 7 0 8 11 4 13 14 15 16 17 18], [0 9 1 2 5 6 3 12 7 0 8 11 4 13 14 15 16 17 18], [0 9 1 2 5 6 3 12 7 0 8 11 4 10 14 15 16 17 18], [0 9 1 2 5 6 3 12 7 0 8 11 4 10 14 15 16 17 18], [0 9 1 2 5 6 3 12 7 0 8 13 4 10 14 15 16 17 18], [0 9 1 2 5 6 3 12 7 0 8 13 4 10 14 15 16 17 18], [0 9 1 2 5 6 3 12 7 0 8 13 4 10 11 15 16 17 18], [0 9 1 2 5 6 3 12 7 0 8 13 4 10 11 15 16 17 18], [0 9 1 2 5 6 3 12 7 0 8 13 4 10 11 15 14 17 18], [0 9 1 2 5 6 3 12 7 0 8 13 4 10 11 15 14 17 18], [0 9 1 2 5 6 3 12 7 0 8 13 4 10 11 15 14 16 18], [0 9 1 2 5 6 3 12 7 0 8 13 4 10 11 15 14 16 18], [0 9 1 2 5 6 3 12 7 0 8 13 4 10 11 15 14 16 18], [0 9 1 2 5 6 3 12 7 0 8 13 4 10 11 15 14 16 18], [0 9 1 2 5 6 3 12 7 0 8 13 4 10 11 15 14 16 14], [0 9 1 2 5 6 3 12 7 0 8 13 4 10 11 15 14 16 14], [0 9 1 2 5 6 3 12 7 0 8 13 4 10 11 15 14 16 14], [0 9 1 2 5 6 3 12 7 0 8 13 4 10 11 15 14 16 14], [0 9 1 2 5 6 3 12 7 0 8 13 4 10 11 15 14 16 14], [0 9 1 2 5 6 3 12 7 0 8 13 4 10 11 13 14 16 14], [0 9 1 2 5 6 3 12 7 0 8 13 4 10 11 13 14 16 14], [0 9 1 2 5 6 3 12 7 0 8 13 4 10 11 13 14 16 14], [0 9 1 2 5 6 3 12 7 0 8 13 4 10 11 13 14 16 14], [0 9 1 2 5 6 3 12 7 0 8 13 4 10 11 13 14 16 14], [0 9 1 2 5 6 3 12 7 0 8 13 4 10 11 13 14 16 14], [0 9 1 2 5 6 3 12 7 0 8 13 4 10 11 13 14 16 14], [0 9 1 2 5 6 3 12 7 0 8 13 4 10 11 13 14 16 14], [0 9 1 2 5 6 3 12 7 0 8 13 4 10 11 13 14 16 14], [0 9 1 2 5 6 3 12 7 0 8 13 4 10 11 13 14 16 14], [0 9 1 2 5 6 3 12 7 0 8 13 4 10 11 13 14 16 14], [0 9 1 2 5 6 3 12 7 0 8 13 4 10 11 13 14 16 14], [0 9 1 2 5 6 3 12 7 0 8 13 4 10 11 13 14 16 14], [0 9 1 2 5 6 3 12 7 0 8 13 4 10 11 13 14 16 14], [0 9 1 2 5 6 3 12 7 0 8 13 4 10 11 13 14 16 14] | [0 9 1 2 5 6 3 12 7 0 8 13 4 10 11 13 14 16 14]
dfs
find_maximum_subarray_kadane: key: [0.395 -0.42 -0.07 -0.46 0.798 0.454 -0.622 0.541 -0.968 0.199 -0.618 -0.294 -0.074 -0.246 0.457 0.839 -0.157 0.64 0.167 -0.061 0.154 -0.355 0.684], initial_trace: (0, 0) trace | (best_low, best_high):
(0, 0), (0, 0), (0, 0), (4, 4), (4, 5), (4, 5), (4, 5), (4, 5), (4, 5), (4, 5), (4, 5), (4, 5), (4, 5), (4, 5), (14, 15), (14, 15), (14, 17), (14, 18), (14, 18), (14, 20), (14, 20) | (14, 22)
find_maximum_subarray_kadane
task_scheduling: d: [1 1 2 1], w: [0.978 0.896 0.691 0.356], initial_trace: [0 0 0 0] trace | selected:
[1 0 0 0], [1 0 0 0], [1 0 1 0] | [1 0 1 0]
task_scheduling
kmp_matcher: string: [0 0 0 1], key: [3 3 1 3], initial_trace: 0 trace | s:
| 0
kmp_matcher
bellman_ford: s: 2, A: [[0 0 0 0], [0 0.884 0 0], [0 0 0 0], [0 0 0 1]], initial_trace: [0 1 2 3] trace | pi:
| [0 1 2 3]
bellman_ford
mst_prim: s: 6, A: [[0.695 0 0 0 0 0 0 0 0 0.339 0], [0 0 0.099 0 0 0 0.499 0 0 0 0], [0 0.099 0 0 0.405 0 0 0 0 0 0.774], [0 0 0 0.913 0 0 0 0.349 0 0 0.597], [0 0 0.405 0 0.218 0 0 0 0.287 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0.499 0 0 0 0 0.529 0.352 0 0 0], [0 0 0 0.349 0 0 0.352 0.238 0 0 0], [0 0 0 0 0.287 0 0 0 0.168 0 0], [0.339 0 0 0 0 0 0 0 0 0.559 0], [0 0 0.774 0.597 0 0 0 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10] trace | pi:
[0 6 2 3 4 5 6 6 8 9 10], [0 6 2 7 4 5 6 6 8 9 10], [0 6 2 7 4 5 6 6 8 9 3], [0 6 1 7 4 5 6 6 8 9 3], [0 6 1 7 2 5 6 6 8 9 3], [0 6 1 7 2 5 6 6 4 9 3], [0 6 1 7 2 5 6 6 4 9 3] | [0 6 1 7 2 5 6 6 4 9 3]
mst_prim
insertion_sort: key: [0.174 0.013 0.645 0.235 0.742 0.776 0.071 0.877 0.094 0.731 0.707 0.946 0.283 0.922 0.601 0.113 0.984 0.717 0.869 0.353 0.151 0.621 0.308 0.921 0.434 0.325 0.496 0.233 0.452 0.423 0.915], initial_trace: [0.174 0.013 0.645 0.235 0.742 0.776 0.071 0.877 0.094 0.731 0.707 0.946 0.283 0.922 0.601 0.113 0.984 0.717 0.869 0.353 0.151 0.621 0.308 0.921 0.434 0.325 0.496 0.233 0.452 0.423 0.915] trace | pred:
[0.013 0.174 0.645 0.235 0.742 0.776 0.071 0.877 0.094 0.731 0.707 0.946 0.283 0.922 0.601 0.113 0.984 0.717 0.869 0.353 0.151 0.621 0.308 0.921 0.434 0.325 0.496 0.233 0.452 0.423 0.915], [0.013 0.174 0.645 0.235 0.742 0.776 0.071 0.877 0.094 0.731 0.707 0.946 0.283 0.922 0.601 0.113 0.984 0.717 0.869 0.353 0.151 0.621 0.308 0.921 0.434 0.325 0.496 0.233 0.452 0.423 0.915], [0.013 0.174 0.235 0.645 0.742 0.776 0.071 0.877 0.094 0.731 0.707 0.946 0.283 0.922 0.601 0.113 0.984 0.717 0.869 0.353 0.151 0.621 0.308 0.921 0.434 0.325 0.496 0.233 0.452 0.423 0.915], [0.013 0.174 0.235 0.645 0.742 0.776 0.071 0.877 0.094 0.731 0.707 0.946 0.283 0.922 0.601 0.113 0.984 0.717 0.869 0.353 0.151 0.621 0.308 0.921 0.434 0.325 0.496 0.233 0.452 0.423 0.915], [0.013 0.174 0.235 0.645 0.742 0.776 0.071 0.877 0.094 0.731 0.707 0.946 0.283 0.922 0.601 0.113 0.984 0.717 0.869 0.353 0.151 0.621 0.308 0.921 0.434 0.325 0.496 0.233 0.452 0.423 0.915], [0.013 0.071 0.174 0.235 0.645 0.742 0.776 0.877 0.094 0.731 0.707 0.946 0.283 0.922 0.601 0.113 0.984 0.717 0.869 0.353 0.151 0.621 0.308 0.921 0.434 0.325 0.496 0.233 0.452 0.423 0.915], [0.013 0.071 0.174 0.235 0.645 0.742 0.776 0.877 0.094 0.731 0.707 0.946 0.283 0.922 0.601 0.113 0.984 0.717 0.869 0.353 0.151 0.621 0.308 0.921 0.434 0.325 0.496 0.233 0.452 0.423 0.915], [0.013 0.071 0.094 0.174 0.235 0.645 0.742 0.776 0.877 0.731 0.707 0.946 0.283 0.922 0.601 0.113 0.984 0.717 0.869 0.353 0.151 0.621 0.308 0.921 0.434 0.325 0.496 0.233 0.452 0.423 0.915], [0.013 0.071 0.094 0.174 0.235 0.645 0.731 0.742 0.776 0.877 0.707 0.946 0.283 0.922 0.601 0.113 0.984 0.717 0.869 0.353 0.151 0.621 0.308 0.921 0.434 0.325 0.496 0.233 0.452 0.423 0.915], [0.013 0.071 0.094 0.174 0.235 0.645 0.707 0.731 0.742 0.776 0.877 0.946 0.283 0.922 0.601 0.113 0.984 0.717 0.869 0.353 0.151 0.621 0.308 0.921 0.434 0.325 0.496 0.233 0.452 0.423 0.915], [0.013 0.071 0.094 0.174 0.235 0.645 0.707 0.731 0.742 0.776 0.877 0.946 0.283 0.922 0.601 0.113 0.984 0.717 0.869 0.353 0.151 0.621 0.308 0.921 0.434 0.325 0.496 0.233 0.452 0.423 0.915], [0.013 0.071 0.094 0.174 0.235 0.283 0.645 0.707 0.731 0.742 0.776 0.877 0.946 0.922 0.601 0.113 0.984 0.717 0.869 0.353 0.151 0.621 0.308 0.921 0.434 0.325 0.496 0.233 0.452 0.423 0.915], [0.013 0.071 0.094 0.174 0.235 0.283 0.645 0.707 0.731 0.742 0.776 0.877 0.922 0.946 0.601 0.113 0.984 0.717 0.869 0.353 0.151 0.621 0.308 0.921 0.434 0.325 0.496 0.233 0.452 0.423 0.915], [0.013 0.071 0.094 0.174 0.235 0.283 0.601 0.645 0.707 0.731 0.742 0.776 0.877 0.922 0.946 0.113 0.984 0.717 0.869 0.353 0.151 0.621 0.308 0.921 0.434 0.325 0.496 0.233 0.452 0.423 0.915], [0.013 0.071 0.094 0.113 0.174 0.235 0.283 0.601 0.645 0.707 0.731 0.742 0.776 0.877 0.922 0.946 0.984 0.717 0.869 0.353 0.151 0.621 0.308 0.921 0.434 0.325 0.496 0.233 0.452 0.423 0.915], [0.013 0.071 0.094 0.113 0.174 0.235 0.283 0.601 0.645 0.707 0.731 0.742 0.776 0.877 0.922 0.946 0.984 0.717 0.869 0.353 0.151 0.621 0.308 0.921 0.434 0.325 0.496 0.233 0.452 0.423 0.915], [0.013 0.071 0.094 0.113 0.174 0.235 0.283 0.601 0.645 0.707 0.717 0.731 0.742 0.776 0.877 0.922 0.946 0.984 0.869 0.353 0.151 0.621 0.308 0.921 0.434 0.325 0.496 0.233 0.452 0.423 0.915], [0.013 0.071 0.094 0.113 0.174 0.235 0.283 0.601 0.645 0.707 0.717 0.731 0.742 0.776 0.869 0.877 0.922 0.946 0.984 0.353 0.151 0.621 0.308 0.921 0.434 0.325 0.496 0.233 0.452 0.423 0.915], [0.013 0.071 0.094 0.113 0.174 0.235 0.283 0.353 0.601 0.645 0.707 0.717 0.731 0.742 0.776 0.869 0.877 0.922 0.946 0.984 0.151 0.621 0.308 0.921 0.434 0.325 0.496 0.233 0.452 0.423 0.915], [0.013 0.071 0.094 0.113 0.151 0.174 0.235 0.283 0.353 0.601 0.645 0.707 0.717 0.731 0.742 0.776 0.869 0.877 0.922 0.946 0.984 0.621 0.308 0.921 0.434 0.325 0.496 0.233 0.452 0.423 0.915], [0.013 0.071 0.094 0.113 0.151 0.174 0.235 0.283 0.353 0.601 0.621 0.645 0.707 0.717 0.731 0.742 0.776 0.869 0.877 0.922 0.946 0.984 0.308 0.921 0.434 0.325 0.496 0.233 0.452 0.423 0.915], [0.013 0.071 0.094 0.113 0.151 0.174 0.235 0.283 0.308 0.353 0.601 0.621 0.645 0.707 0.717 0.731 0.742 0.776 0.869 0.877 0.922 0.946 0.984 0.921 0.434 0.325 0.496 0.233 0.452 0.423 0.915], [0.013 0.071 0.094 0.113 0.151 0.174 0.235 0.283 0.308 0.353 0.601 0.621 0.645 0.707 0.717 0.731 0.742 0.776 0.869 0.877 0.921 0.922 0.946 0.984 0.434 0.325 0.496 0.233 0.452 0.423 0.915], [0.013 0.071 0.094 0.113 0.151 0.174 0.235 0.283 0.308 0.353 0.434 0.601 0.621 0.645 0.707 0.717 0.731 0.742 0.776 0.869 0.877 0.921 0.922 0.946 0.984 0.325 0.496 0.233 0.452 0.423 0.915], [0.013 0.071 0.094 0.113 0.151 0.174 0.235 0.283 0.308 0.325 0.353 0.434 0.601 0.621 0.645 0.707 0.717 0.731 0.742 0.776 0.869 0.877 0.921 0.922 0.946 0.984 0.496 0.233 0.452 0.423 0.915], [0.013 0.071 0.094 0.113 0.151 0.174 0.235 0.283 0.308 0.325 0.353 0.434 0.496 0.601 0.621 0.645 0.707 0.717 0.731 0.742 0.776 0.869 0.877 0.921 0.922 0.946 0.984 0.233 0.452 0.423 0.915], [0.013 0.071 0.094 0.113 0.151 0.174 0.233 0.235 0.283 0.308 0.325 0.353 0.434 0.496 0.601 0.621 0.645 0.707 0.717 0.731 0.742 0.776 0.869 0.877 0.921 0.922 0.946 0.984 0.452 0.423 0.915], [0.013 0.071 0.094 0.113 0.151 0.174 0.233 0.235 0.283 0.308 0.325 0.353 0.434 0.452 0.496 0.601 0.621 0.645 0.707 0.717 0.731 0.742 0.776 0.869 0.877 0.921 0.922 0.946 0.984 0.423 0.915], [0.013 0.071 0.094 0.113 0.151 0.174 0.233 0.235 0.283 0.308 0.325 0.353 0.423 0.434 0.452 0.496 0.601 0.621 0.645 0.707 0.717 0.731 0.742 0.776 0.869 0.877 0.921 0.922 0.946 0.984 0.915] | [0.013 0.071 0.094 0.113 0.151 0.174 0.233 0.235 0.283 0.308 0.325 0.353 0.423 0.434 0.452 0.496 0.601 0.621 0.645 0.707 0.717 0.731 0.742 0.776 0.869 0.877 0.915 0.921 0.922 0.946 0.984]
insertion_sort
graham_scan: x: [0.086 1.03 -1.75 -0.464 -1.76 0.595 0.185 0.774 0.252 1.68 -0.314 -0.455], y: [1.3 1.18 -0.244 -0.844 0.022 0.571 1.45 -0.637 1.84 0.359 0.82 0.125], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[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 1 0 0], [0 0 0 1 0 1 0 1 0 1 0 0], [0 0 0 1 0 0 0 1 0 1 0 0], [0 1 0 1 0 0 0 1 0 1 0 0], [0 1 0 1 0 0 1 1 0 1 0 0], [0 1 0 1 0 0 0 1 0 1 0 0], [0 1 0 1 0 0 0 1 1 1 0 0], [1 1 0 1 0 0 0 1 1 1 0 0], [0 1 0 1 0 0 0 1 1 1 0 0], [0 1 0 1 0 0 0 1 1 1 1 0], [0 1 0 1 0 0 0 1 1 1 1 1], [0 1 0 1 0 0 0 1 1 1 1 0], [0 1 0 1 0 0 0 1 1 1 0 0], [0 1 0 1 1 0 0 1 1 1 0 0] | [0 1 1 1 1 0 0 1 1 1 0 0]
graham_scan
binary_search: key: [0.127 0.168 0.195 0.23 0.231 0.314 0.329 0.392 0.632 0.703 0.852 0.853], target: 0.788, initial_trace: (0, 11) trace | (low, high):
(6, 11), (9, 11), (9, 10) | (10, 10)
binary_search
quickselect: key: [0.099 0.642 0.469 0.821 0.343 0.477 0.01 0.11 0.09 0.34 0.711], initial_trace: 10 trace | pivot:
10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 5, 5, 5, 5, 4 | 4
quickselect
naive_string_matcher: string: [0 0 0 0 0 0 0 0 0 0 0 0 1 1 1], key: [0 2 1 1 1 3 3 1 1 1 2 3 1 1 3], initial_trace: 0 trace | s:
1, 2, 2, 2, 3, 3 | 3
naive_string_matcher
lcs_length: string: [0 0 0 1 1], key: [1 1 2 2 3], initial_trace: [[-1 -1 -1 1 1], [-1 -1 -1 1 0], [-1 -1 -1 0 0], [-1 -1 -1 -1 -1], [-1 -1 -1 -1 -1]] trace | b:
| [[-1 -1 -1 1 1], [-1 -1 -1 1 1], [-1 -1 -1 0 2], [-1 -1 -1 -1 -1], [-1 -1 -1 -1 -1]]
lcs_length
graham_scan: x: [-0.638 0.212 0.048 -0.369 -0.922], y: [-1.48 1.87 0.255 -1.2 -0.567], initial_trace: [0 0 0 0 0] trace | in_hull:
[1 0 0 0 0], [1 0 0 0 0], [1 0 0 1 0], [1 0 1 1 0], [1 1 1 1 0] | [1 1 1 1 1]
graham_scan
bfs: s: 0, A: [[1 1 0 1 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 1 1 0], [1 0 0 1 1 0 0 0 0 0 0 1 0 1 0 0 0 0 0 1 0 1 0 0 1 1 0 0], [0 0 0 0 0 0 0 0 1 1 0 0 1 0 0 0 0 0 0 0 1 0 0 0 1 0 1 0], [1 1 0 1 0 0 0 0 0 0 1 0 1 0 0 1 0 1 0 0 0 0 0 1 0 0 1 0], [0 1 0 0 0 0 1 1 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0], [0 0 0 0 0 1 1 0 0 1 0 0 1 0 0 0 1 1 0 1 0 1 0 0 0 0 0 1], [0 0 0 0 1 1 0 0 0 0 0 0 1 1 0 0 1 1 1 0 1 0 0 0 1 0 0 0], [0 0 0 0 1 0 0 1 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 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 1 0 0 0 1 0], [0 0 1 0 0 1 0 0 0 1 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 1 1 1], [0 0 0 1 0 0 0 0 1 0 1 0 0 0 0 1 0 0 0 1 0 0 0 1 0 0 1 0], [0 1 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 1 0 0 1 1 0 0 1 0 1], [1 0 1 1 0 1 1 0 0 1 0 1 0 1 0 0 0 1 0 0 0 1 1 0 0 0 1 0], [0 1 0 0 1 0 1 0 0 1 0 0 1 1 0 0 0 0 0 1 1 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 0 0 1 0], [0 0 0 1 0 0 0 0 0 0 1 1 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0], [1 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 0 1], [0 0 0 1 0 1 1 0 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 1 0 0 0 0 1 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0], [0 1 0 0 0 1 0 1 0 0 1 0 0 1 0 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 0 1 1 0 0 0 1 0 1 1 0 0 0 0], [0 1 0 0 0 1 0 0 0 0 0 1 1 1 0 0 1 0 1 0 0 0 0 0 1 0 0 1], [0 0 0 0 0 0 0 0 1 0 0 1 1 1 0 0 0 0 0 0 1 0 1 0 0 0 0 0], [0 0 0 1 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0], [0 1 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0], [1 1 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 1 1 0], [1 0 1 1 0 0 0 0 1 1 1 0 1 0 1 0 0 0 0 1 0 0 0 0 0 1 1 0], [0 0 0 0 0 1 0 1 0 1 0 1 0 0 0 0 1 0 0 1 0 1 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 23 24 25 26 27] trace | pi:
[0 0 2 0 4 5 6 7 8 9 10 11 0 13 14 15 0 17 18 19 20 21 22 23 24 0 0 27], [0 0 12 0 1 12 12 7 26 12 3 1 0 1 26 3 0 3 18 1 16 1 12 3 1 0 0 16] | [0 0 12 0 1 12 12 4 26 12 3 1 0 1 26 3 0 3 6 1 16 1 12 3 1 0 0 16]
bfs
naive_string_matcher: string: [0 0 0 0 0 0 0 0 1 1], key: [3 3 2 1 3 0 0 0 3 3], initial_trace: 0 trace | s:
| 0
naive_string_matcher
minimum: key: [0.861 0.667 0.5 0.765 0.359 0.257 0.467 0.48 0.431 0.314], initial_trace: 0 trace | min:
1, 2, 2, 4, 5, 5, 5, 5 | 5
minimum
mst_kruskal: A: [[0 0 0 0 0 0 0 0 0 0], [0 0.944 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0.275 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0.438 0 0 0], [0 0 0.275 0 0 0 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 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 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 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]] | [[0 0 0 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 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]]
mst_kruskal
quickselect: key: [0.182 0.702 0.869 0.609 0.876 0.338 0.851 0.611 0.989 0.465 0.625], initial_trace: 10 trace | pivot:
10, 10, 10, 10, 10, 10, 10, 10, 10 | 10
quickselect
naive_string_matcher: string: [0 0 0 0 0 0 0 0 0 1 1], key: [1 3 3 3 0 0 3 2 2 3 0], initial_trace: 0 trace | s:
1, 1, 2, 2, 3 | 3
naive_string_matcher
heapsort: key: [0.71 0.155 0.175 0.8 0.619 0.521 0.851 0.403 0.031 0.339], initial_trace: [0.71 0.155 0.175 0.8 0.619 0.521 0.851 0.403 0.031 0.339] trace | pred:
[0.71 0.155 0.175 0.8 0.619 0.521 0.851 0.403 0.031 0.339], [0.71 0.155 0.175 0.8 0.619 0.521 0.851 0.403 0.031 0.339], [0.71 0.155 0.175 0.8 0.619 0.521 0.851 0.403 0.031 0.339], [0.71 0.155 0.175 0.8 0.619 0.521 0.851 0.403 0.031 0.339], [0.71 0.155 0.175 0.8 0.619 0.521 0.851 0.403 0.031 0.339], [0.71 0.155 0.175 0.8 0.619 0.521 0.851 0.403 0.031 0.339], [0.71 0.155 0.175 0.8 0.619 0.521 0.851 0.403 0.031 0.339], [0.71 0.155 0.851 0.8 0.619 0.521 0.175 0.403 0.031 0.339], [0.71 0.155 0.851 0.8 0.619 0.521 0.175 0.403 0.031 0.339], [0.71 0.8 0.851 0.155 0.619 0.521 0.175 0.403 0.031 0.339], [0.71 0.8 0.851 0.403 0.619 0.521 0.175 0.155 0.031 0.339], [0.71 0.8 0.851 0.403 0.619 0.521 0.175 0.155 0.031 0.339], [0.851 0.8 0.71 0.403 0.619 0.521 0.175 0.155 0.031 0.339], [0.851 0.8 0.71 0.403 0.619 0.521 0.175 0.155 0.031 0.339], [0.339 0.8 0.71 0.403 0.619 0.521 0.175 0.155 0.031 0.851], [0.8 0.339 0.71 0.403 0.619 0.521 0.175 0.155 0.031 0.851], [0.8 0.619 0.71 0.403 0.339 0.521 0.175 0.155 0.031 0.851], [0.8 0.619 0.71 0.403 0.339 0.521 0.175 0.155 0.031 0.851], [0.031 0.619 0.71 0.403 0.339 0.521 0.175 0.155 0.8 0.851], [0.71 0.619 0.031 0.403 0.339 0.521 0.175 0.155 0.8 0.851], [0.71 0.619 0.521 0.403 0.339 0.031 0.175 0.155 0.8 0.851], [0.71 0.619 0.521 0.403 0.339 0.031 0.175 0.155 0.8 0.851], [0.155 0.619 0.521 0.403 0.339 0.031 0.175 0.71 0.8 0.851], [0.619 0.155 0.521 0.403 0.339 0.031 0.175 0.71 0.8 0.851], [0.619 0.403 0.521 0.155 0.339 0.031 0.175 0.71 0.8 0.851], [0.619 0.403 0.521 0.155 0.339 0.031 0.175 0.71 0.8 0.851], [0.175 0.403 0.521 0.155 0.339 0.031 0.619 0.71 0.8 0.851], [0.521 0.403 0.175 0.155 0.339 0.031 0.619 0.71 0.8 0.851], [0.521 0.403 0.175 0.155 0.339 0.031 0.619 0.71 0.8 0.851], [0.031 0.403 0.175 0.155 0.339 0.521 0.619 0.71 0.8 0.851], [0.403 0.031 0.175 0.155 0.339 0.521 0.619 0.71 0.8 0.851], [0.403 0.339 0.175 0.155 0.031 0.521 0.619 0.71 0.8 0.851], [0.403 0.339 0.175 0.155 0.031 0.521 0.619 0.71 0.8 0.851], [0.031 0.339 0.175 0.155 0.403 0.521 0.619 0.71 0.8 0.851], [0.339 0.031 0.175 0.155 0.403 0.521 0.619 0.71 0.8 0.851], [0.339 0.155 0.175 0.031 0.403 0.521 0.619 0.71 0.8 0.851], [0.339 0.155 0.175 0.031 0.403 0.521 0.619 0.71 0.8 0.851], [0.031 0.155 0.175 0.339 0.403 0.521 0.619 0.71 0.8 0.851], [0.175 0.155 0.031 0.339 0.403 0.521 0.619 0.71 0.8 0.851], [0.175 0.155 0.031 0.339 0.403 0.521 0.619 0.71 0.8 0.851], [0.031 0.155 0.175 0.339 0.403 0.521 0.619 0.71 0.8 0.851], [0.155 0.031 0.175 0.339 0.403 0.521 0.619 0.71 0.8 0.851], [0.155 0.031 0.175 0.339 0.403 0.521 0.619 0.71 0.8 0.851], [0.031 0.155 0.175 0.339 0.403 0.521 0.619 0.71 0.8 0.851] | [0.031 0.155 0.175 0.339 0.403 0.521 0.619 0.71 0.8 0.851]
heapsort
lcs_length: string: [0 0 0 0 0 1 1 1 1 1], key: [3 1 0 0 2 0 3 2 2 3], initial_trace: [[-1 -1 -1 -1 -1 1 0 2 2 0], [-1 -1 -1 -1 -1 1 0 0 0 0], [-1 -1 -1 -1 -1 0 0 0 0 0], [-1 -1 -1 -1 -1 0 0 0 0 0], [-1 -1 -1 -1 -1 1 0 0 0 0], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1]] trace | b:
[[-1 -1 -1 -1 -1 1 0 2 2 0], [-1 -1 -1 -1 -1 1 1 1 1 1], [-1 -1 -1 -1 -1 0 2 1 1 1], [-1 -1 -1 -1 -1 0 2 1 1 1], [-1 -1 -1 -1 -1 1 2 0 0 1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1]], [[-1 -1 -1 -1 -1 1 0 2 2 0], [-1 -1 -1 -1 -1 1 1 1 1 1], [-1 -1 -1 -1 -1 0 1 1 1 1], [-1 -1 -1 -1 -1 0 1 2 1 1], [-1 -1 -1 -1 -1 1 1 0 0 2], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1]], [[-1 -1 -1 -1 -1 1 0 2 2 0], [-1 -1 -1 -1 -1 1 1 1 1 1], [-1 -1 -1 -1 -1 0 1 1 1 1], [-1 -1 -1 -1 -1 0 1 1 1 1], [-1 -1 -1 -1 -1 1 1 0 0 2], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1]] | [[-1 -1 -1 -1 -1 1 0 2 2 0], [-1 -1 -1 -1 -1 1 1 1 1 1], [-1 -1 -1 -1 -1 0 1 1 1 1], [-1 -1 -1 -1 -1 0 1 1 1 1], [-1 -1 -1 -1 -1 1 1 0 0 2], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1]]
lcs_length
kmp_matcher: string: [0 0 0 0 0 0 0 0 0 0 1 1], key: [2 1 3 2 0 1 0 1 0 0 3 2], initial_trace: 0 trace | s:
0, 0, 0, 1 | 2
kmp_matcher
kmp_matcher: string: [0 0 0 0 0 0 0 0 0 0 1 1], key: [3 2 3 3 2 0 2 0 2 2 2 3], initial_trace: 0 trace | s:
0, 0, 0 | 1
kmp_matcher
task_scheduling: d: [26 9 8 2 21 25 12 7 9 28 16 7 15 5 21 23 26 18 6 15 15 15 2 19 15 14 22 15], w: [0.533 0.389 0.042 0.261 0.749 0.264 0.557 0.505 0.342 0.038 0.752 0.424 0.388 0.463 0.129 0.669 0.125 0.595 0.337 0.54 0.166 0.535 0.785 0.106 0.779 0.253 0.395 0.593], 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 | selected:
[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 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 1 0 1 0 0 0], [0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0], [0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 1 0 1 0 0 0], [0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 1 0 1 0 0 0 0 1 0 1 0 0 0], [0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 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 0 0 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 0 0 1 0 1 0 1 0 0 1 0 1 0 0 1], [0 0 0 0 1 0 1 0 0 0 1 0 0 0 0 1 0 1 0 1 0 1 1 0 1 0 0 1], [1 0 0 0 1 0 1 0 0 0 1 0 0 0 0 1 0 1 0 1 0 1 1 0 1 0 0 1], [1 0 0 0 1 0 1 0 0 0 1 0 0 0 0 1 0 1 0 1 0 1 1 0 1 0 0 1], [1 0 0 0 1 0 1 0 0 0 1 0 0 0 0 1 0 1 0 1 0 1 1 0 1 0 0 1], [1 0 0 0 1 0 1 0 0 0 1 0 0 0 0 1 0 1 0 1 0 1 1 0 1 0 0 1], [1 0 0 0 1 0 1 0 0 0 1 0 0 0 0 1 0 1 0 1 0 1 1 0 1 0 1 1], [1 0 0 0 1 0 1 0 0 0 1 0 0 0 0 1 0 1 0 1 0 1 1 0 1 0 1 1], [1 0 0 0 1 0 1 0 0 0 1 0 1 0 0 1 0 1 0 1 0 1 1 0 1 0 1 1], [1 0 0 0 1 0 1 0 0 0 1 0 1 0 0 1 0 1 0 1 0 1 1 0 1 0 1 1], [1 0 0 0 1 0 1 0 0 0 1 0 1 0 0 1 0 1 0 1 0 1 1 0 1 0 1 1], [1 0 0 0 1 1 1 0 0 0 1 0 1 0 0 1 0 1 0 1 0 1 1 0 1 0 1 1], [1 0 0 0 1 1 1 0 0 0 1 0 1 0 0 1 0 1 0 1 0 1 1 0 1 0 1 1], [1 0 0 0 1 1 1 0 0 0 1 0 1 0 0 1 0 1 0 1 0 1 1 0 1 0 1 1], [1 0 0 0 1 1 1 0 0 0 1 0 1 0 0 1 0 1 0 1 1 1 1 0 1 0 1 1], [1 0 0 0 1 1 1 0 0 0 1 0 1 0 1 1 0 1 0 1 1 1 1 0 1 0 1 1], [1 0 0 0 1 1 1 0 0 0 1 0 1 0 1 1 1 1 0 1 1 1 1 0 1 0 1 1], [1 0 0 0 1 1 1 0 0 0 1 0 1 0 1 1 1 1 0 1 1 1 1 1 1 0 1 1], [1 0 0 0 1 1 1 0 0 0 1 0 1 0 1 1 1 1 0 1 1 1 1 1 1 0 1 1] | [1 0 0 0 1 1 1 0 0 1 1 0 1 0 1 1 1 1 0 1 1 1 1 1 1 0 1 1]
task_scheduling
find_maximum_subarray_kadane: key: [-0.705 -0.822 -0.234 0.261 -0.344 0.944 0.379 0.741 -0.966 -0.258 0.715], initial_trace: (0, 0) trace | (best_low, best_high):
(0, 0), (2, 2), (3, 3), (3, 3), (5, 5), (5, 6), (5, 7), (5, 7), (5, 7) | (5, 7)
find_maximum_subarray_kadane
activity_selector: s: [0.031 0.267 0.746 0.176 0.313 0.349 0.078 0.579 0.154 0.724 0.132 0.493 0.04 0.248 0.365 0.48 0.013 0.206 0.113 0.548 0.725 0.517 0.408 0.41 0.006 0.488 0.036 0.422 0.493 0.044 0.048], f: [0.128 0.692 0.905 0.489 0.392 0.797 0.341 0.958 0.261 0.893 0.352 0.821 0.528 0.959 0.612 0.888 0.753 0.645 0.629 0.827 0.813 0.57 0.482 0.733 0.286 0.712 0.983 0.586 0.862 0.81 0.819], 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 | selected:
[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 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 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 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 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 1 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 1 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], [1 0 0 0 1 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], [1 0 0 0 1 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], [1 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0], [1 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0], [1 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0], [1 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0], [1 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0], [1 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0], [1 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0], [1 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0], [1 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0], [1 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0], [1 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0], [1 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0], [1 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0], [1 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0], [1 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0], [1 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0], [1 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0], [1 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0], [1 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0], [1 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0], [1 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0] | [1 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0]
activity_selector
dfs: A: [[1 1 1 0 0], [1 0 0 0 1], [1 0 1 0 1], [0 0 1 1 1], [0 1 1 1 1]], initial_trace: [0 1 2 3 4] trace | pi:
[0 1 2 3 4], [0 0 2 3 4], [0 0 2 3 4], [0 0 2 3 1], [0 0 2 3 1], [0 0 4 3 1], [0 0 4 3 1], [0 0 4 3 1], [0 0 4 4 1], [0 0 4 4 1], [0 0 4 4 1], [0 0 4 4 1], [0 0 4 4 1] | [0 0 4 4 1]
dfs
bridges: A: [[0 0 0 0 0], [0 1 0 0 0], [0 0 1 0 0], [0 0 0 0 0], [0 0 0 0 1]], initial_trace: [[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]] trace | is_bridge:
[[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]], [[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
segments_intersect: x: [0.632 0.015 0.462 0.143], y: [0.642 0.292 0.505 0.504] intersect:
1
segments_intersect
bellman_ford: s: 2, A: [[0 0 0 0.531 0], [0 0 0.816 0 0], [0 0.816 0 0 0], [0.531 0 0 0 0], [0 0 0 0 0.677]], initial_trace: [0 1 2 3 4] trace | pi:
| [0 2 2 3 4]
bellman_ford
graham_scan: x: [-1.52 1.9 0.431 0.836 -0.872 1.42 0.625 1.16 1.58 1.49 0.811 -1.8 -1.05 0.376 -1.77 0.161 0.983 -0.785 0.976 0.743 0.482 1.76 -0.775 0.001 1.41 1.23 0.815 -1.89 1.11 -0.177 0.167], y: [0.327 -0.51 0.482 0.968 1.45 0.281 -0.679 1.59 1.14 0.43 1.19 -0.381 -1.15 -1.53 -0.744 -0.012 0.371 0.07 1.28 1.59 0.698 -0.579 0.892 0.764 0.361 0.391 -0.078 0.253 1.62 -0.015 1.76], 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 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 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 1 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 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 1 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 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 1 0 0 0 0 0 0 0 1 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 1 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 1 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 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 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 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 1 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 1 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 1 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0], [0 1 0 0 0 0 1 0 1 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0], [0 1 0 0 0 0 0 0 1 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0], [0 1 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 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 1 0 0 0 0 0 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 1 0 0 0 0 0 1 1 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 0 0 0 1 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0], [0 1 0 0 0 0 0 1 1 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 1 0 0 0 1 1 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 0 0 0 1 1 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 0 0 0 1 1 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [0 1 0 0 0 0 0 1 1 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 0 0 0 1 1 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0], [0 1 0 0 0 0 0 1 1 0 0 0 0 1 0 0 0 0 0 1 1 0 0 0 0 0 0 0 1 0 0], [0 1 1 0 0 0 0 1 1 0 0 0 0 1 0 0 0 0 0 1 1 0 0 0 0 0 0 0 1 0 0], [0 1 0 0 0 0 0 1 1 0 0 0 0 1 0 0 0 0 0 1 1 0 0 0 0 0 0 0 1 0 0], [0 1 0 0 0 0 0 1 1 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0], [0 1 0 0 0 0 0 1 1 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 0 0 0 1 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1], [0 1 0 0 0 0 0 1 1 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1], [0 1 0 0 0 0 0 1 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1], [0 1 0 0 0 0 0 1 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 1], [0 1 0 0 0 0 0 1 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1], [0 1 0 0 0 0 0 1 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1], [0 1 0 0 0 0 0 1 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1], [0 1 0 0 1 0 0 1 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1], [0 1 0 0 1 0 0 1 1 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 1], [0 1 0 0 1 0 0 1 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1], [0 1 0 0 1 0 0 1 1 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1], [0 1 0 0 1 0 0 1 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1], [1 1 0 0 1 0 0 1 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1], [0 1 0 0 1 0 0 1 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1], [0 1 0 0 1 0 0 1 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1], [0 1 0 0 1 0 0 1 1 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1], [0 1 0 0 1 0 0 1 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1], [0 1 0 0 1 0 0 1 1 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1] | [0 1 0 0 1 0 0 1 1 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1]
graham_scan
mst_prim: s: 10, A: [[0.336 0.273 0 0.739 0 0 0 0.636 0.298 0.743 0 0], [0.273 0.601 0 0 0 0 0 0 0 0 0 0], [0 0 0.388 0 0 0 0 0 0 0.599 0.55 0], [0.739 0 0 0 0.2 0.69 0 0 0.747 0 0 0], [0 0 0 0.2 0.076 0 0.216 0 0 0 0 0], [0 0 0 0.69 0 0.206 0 0 0 0 0 0], [0 0 0 0 0.216 0 0.335 0 0 0 0.639 0], [0.636 0 0 0 0 0 0 0 0.831 0 0.185 0], [0.298 0 0 0.747 0 0 0 0.831 0 0 0.225 0], [0.743 0 0.599 0 0 0 0 0 0 0 0 0], [0 0 0.55 0 0 0 0.639 0.185 0.225 0 0.103 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] trace | pi:
[0 1 10 3 4 5 10 10 10 9 10 11], [7 1 10 3 4 5 10 10 10 9 10 11], [8 1 10 8 4 5 10 10 10 9 10 11], [8 0 10 0 4 5 10 10 10 0 10 11], [8 0 10 0 4 5 10 10 10 0 10 11], [8 0 10 0 4 5 10 10 10 2 10 11], [8 0 10 0 4 5 10 10 10 2 10 11], [8 0 10 0 6 5 10 10 10 2 10 11], [8 0 10 4 6 5 10 10 10 2 10 11], [8 0 10 4 6 3 10 10 10 2 10 11] | [8 0 10 4 6 3 10 10 10 2 10 11]
mst_prim
insertion_sort: key: [0.285 0.051 0.937 0.113 0.572 0.802 0.957 0.039 0.123 0.527], initial_trace: [0.285 0.051 0.937 0.113 0.572 0.802 0.957 0.039 0.123 0.527] trace | pred:
[0.051 0.285 0.937 0.113 0.572 0.802 0.957 0.039 0.123 0.527], [0.051 0.285 0.937 0.113 0.572 0.802 0.957 0.039 0.123 0.527], [0.051 0.113 0.285 0.937 0.572 0.802 0.957 0.039 0.123 0.527], [0.051 0.113 0.285 0.572 0.937 0.802 0.957 0.039 0.123 0.527], [0.051 0.113 0.285 0.572 0.802 0.937 0.957 0.039 0.123 0.527], [0.051 0.113 0.285 0.572 0.802 0.937 0.957 0.039 0.123 0.527], [0.039 0.051 0.113 0.285 0.572 0.802 0.937 0.957 0.123 0.527], [0.039 0.051 0.113 0.123 0.285 0.572 0.802 0.937 0.957 0.527] | [0.039 0.051 0.113 0.123 0.285 0.527 0.572 0.802 0.937 0.957]
insertion_sort
optimal_bst: p: [0.221 0.006 0.168 0.153 0], q: [0.033 0.078 0.026 0.233 0.081], 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 3], [0 0 0 0 3], [0 0 0 0 0]], [[0 0 0 2 0], [0 0 1 2 2], [0 0 0 2 3], [0 0 0 0 3], [0 0 0 0 0]] | [[0 0 0 2 2], [0 0 1 2 2], [0 0 0 2 3], [0 0 0 0 3], [0 0 0 0 0]]
optimal_bst
topological_sort: A: [[0 0 0 0 1 1 1 0 0 0 0], [1 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 1 0 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 0 0 0 1 0 0 0 0 0], [0 1 0 1 1 0 0 0 0 1 0], [1 0 1 0 1 0 0 0 0 0 0], [1 1 0 0 0 0 0 0 0 0 0], [1 0 0 0 1 0 1 0 1 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10], 0 trace | topo, topo_head:
[0 1 2 3 4 5 6 7 8 9 10], 0, [0 1 2 3 4 5 6 7 8 9 10], 0, [0 1 2 3 4 5 6 7 8 9 10], 0, [0 1 2 3 4 5 6 7 8 9 10], 0, [0 1 2 3 4 5 6 7 8 9 10], 5, [0 1 5 3 4 5 6 7 8 9 10], 2, [0 1 5 3 4 5 6 7 8 9 10], 2, [0 1 5 3 4 5 2 7 8 9 10], 6, [0 1 5 3 6 5 2 7 8 9 10], 4, [4 1 5 3 6 5 2 7 8 9 10], 0, [4 1 5 3 6 5 2 7 8 9 10], 0, [4 1 5 3 6 5 2 7 8 9 10], 0, [4 0 5 3 6 5 2 7 8 9 10], 1, [4 0 5 3 6 5 2 7 8 9 10], 1, [4 0 5 3 6 5 2 7 8 9 10], 1, [4 0 5 3 6 5 2 7 8 9 10], 1, [4 0 5 3 6 5 2 7 1 9 10], 8, [4 0 5 8 6 5 2 7 1 9 10], 3, [4 0 5 8 6 5 2 7 1 9 10], 3, [4 0 5 8 6 5 2 7 1 9 10], 3, [4 0 5 8 6 5 2 7 1 9 10], 3, [4 0 5 8 6 5 2 7 1 3 10], 9, [4 0 5 8 6 5 2 9 1 3 10], 7, [4 0 5 8 6 5 2 9 1 3 10], 7, [4 0 5 8 6 5 2 9 1 3 10], 7 | [4 0 5 8 6 5 2 9 1 3 7], 10
topological_sort
graham_scan: x: [-1.11 -0.597 0.342 0.983 0.702 0.554 1.76 -0.099 1.74 -1.31 -1.53 0.216 -1.36 0.216 0.575 0.969 -0.894 -1.34 -0.392], y: [-1.08 -1.19 -1.17 1.17 0.159 0.63 -0.814 -1.63 0.777 -0.215 -0.381 1.35 0.944 1.72 0.256 1.62 0.981 0.222 -1.39], 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 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 1 1 0 0 0 0 0 0 0 0 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 1 1 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0], [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 1 1 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 1 1 1 0 0 0 0 0 1 0 0 0 0], [0 0 0 1 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 1 1 1 1 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 1 1 1 0 0 1 0 0 0 1 0 0 0], [0 0 0 0 0 0 1 1 1 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 1 1 1 0 0 0 0 1 0 1 0 0 0], [0 0 0 0 0 0 1 1 1 0 0 0 0 1 0 1 1 0 0], [0 0 0 0 0 0 1 1 1 0 0 0 0 1 0 1 0 0 0], [0 0 0 0 0 0 1 1 1 0 0 0 1 1 0 1 0 0 0], [0 0 0 0 0 0 1 1 1 0 0 0 1 1 0 1 0 1 0], [0 0 0 0 0 0 1 1 1 1 0 0 1 1 0 1 0 1 0], [0 1 0 0 0 0 1 1 1 1 0 0 1 1 0 1 0 1 0], [0 0 0 0 0 0 1 1 1 1 0 0 1 1 0 1 0 1 0], [0 0 0 0 0 0 1 1 1 0 0 0 1 1 0 1 0 1 0], [0 0 0 0 0 0 1 1 1 0 0 0 1 1 0 1 0 0 0], [0 0 0 0 0 0 1 1 1 0 1 0 1 1 0 1 0 0 0], [0 0 0 0 0 0 1 1 1 0 1 0 1 1 0 1 0 0 1], [0 0 0 0 0 0 1 1 1 0 1 0 1 1 0 1 0 0 0] | [1 0 0 0 0 0 1 1 1 0 1 0 1 1 0 1 0 0 0]
graham_scan
bfs: s: 3, A: [[0 0 0 0], [0 0 0 0], [0 0 1 1], [0 0 1 1]], initial_trace: [0 1 2 3] trace | pi:
| [0 1 3 3]
bfs
insertion_sort: key: [0.423 0.082 0.484 0.15 0.517 0.439 0.315 0.741 0.859 0.023 0.887 0.862 0.729 0.352 0.649 0.422 0.198 0.788 0.655 0 0.519 0.993 0.393 0.252 0.344 0.101 0.586 0.867 0.802 0.459 0.969], initial_trace: [0.423 0.082 0.484 0.15 0.517 0.439 0.315 0.741 0.859 0.023 0.887 0.862 0.729 0.352 0.649 0.422 0.198 0.788 0.655 0 0.519 0.993 0.393 0.252 0.344 0.101 0.586 0.867 0.802 0.459 0.969] trace | pred:
[0.082 0.423 0.484 0.15 0.517 0.439 0.315 0.741 0.859 0.023 0.887 0.862 0.729 0.352 0.649 0.422 0.198 0.788 0.655 0 0.519 0.993 0.393 0.252 0.344 0.101 0.586 0.867 0.802 0.459 0.969], [0.082 0.423 0.484 0.15 0.517 0.439 0.315 0.741 0.859 0.023 0.887 0.862 0.729 0.352 0.649 0.422 0.198 0.788 0.655 0 0.519 0.993 0.393 0.252 0.344 0.101 0.586 0.867 0.802 0.459 0.969], [0.082 0.15 0.423 0.484 0.517 0.439 0.315 0.741 0.859 0.023 0.887 0.862 0.729 0.352 0.649 0.422 0.198 0.788 0.655 0 0.519 0.993 0.393 0.252 0.344 0.101 0.586 0.867 0.802 0.459 0.969], [0.082 0.15 0.423 0.484 0.517 0.439 0.315 0.741 0.859 0.023 0.887 0.862 0.729 0.352 0.649 0.422 0.198 0.788 0.655 0 0.519 0.993 0.393 0.252 0.344 0.101 0.586 0.867 0.802 0.459 0.969], [0.082 0.15 0.423 0.439 0.484 0.517 0.315 0.741 0.859 0.023 0.887 0.862 0.729 0.352 0.649 0.422 0.198 0.788 0.655 0 0.519 0.993 0.393 0.252 0.344 0.101 0.586 0.867 0.802 0.459 0.969], [0.082 0.15 0.315 0.423 0.439 0.484 0.517 0.741 0.859 0.023 0.887 0.862 0.729 0.352 0.649 0.422 0.198 0.788 0.655 0 0.519 0.993 0.393 0.252 0.344 0.101 0.586 0.867 0.802 0.459 0.969], [0.082 0.15 0.315 0.423 0.439 0.484 0.517 0.741 0.859 0.023 0.887 0.862 0.729 0.352 0.649 0.422 0.198 0.788 0.655 0 0.519 0.993 0.393 0.252 0.344 0.101 0.586 0.867 0.802 0.459 0.969], [0.082 0.15 0.315 0.423 0.439 0.484 0.517 0.741 0.859 0.023 0.887 0.862 0.729 0.352 0.649 0.422 0.198 0.788 0.655 0 0.519 0.993 0.393 0.252 0.344 0.101 0.586 0.867 0.802 0.459 0.969], [0.023 0.082 0.15 0.315 0.423 0.439 0.484 0.517 0.741 0.859 0.887 0.862 0.729 0.352 0.649 0.422 0.198 0.788 0.655 0 0.519 0.993 0.393 0.252 0.344 0.101 0.586 0.867 0.802 0.459 0.969], [0.023 0.082 0.15 0.315 0.423 0.439 0.484 0.517 0.741 0.859 0.887 0.862 0.729 0.352 0.649 0.422 0.198 0.788 0.655 0 0.519 0.993 0.393 0.252 0.344 0.101 0.586 0.867 0.802 0.459 0.969], [0.023 0.082 0.15 0.315 0.423 0.439 0.484 0.517 0.741 0.859 0.862 0.887 0.729 0.352 0.649 0.422 0.198 0.788 0.655 0 0.519 0.993 0.393 0.252 0.344 0.101 0.586 0.867 0.802 0.459 0.969], [0.023 0.082 0.15 0.315 0.423 0.439 0.484 0.517 0.729 0.741 0.859 0.862 0.887 0.352 0.649 0.422 0.198 0.788 0.655 0 0.519 0.993 0.393 0.252 0.344 0.101 0.586 0.867 0.802 0.459 0.969], [0.023 0.082 0.15 0.315 0.352 0.423 0.439 0.484 0.517 0.729 0.741 0.859 0.862 0.887 0.649 0.422 0.198 0.788 0.655 0 0.519 0.993 0.393 0.252 0.344 0.101 0.586 0.867 0.802 0.459 0.969], [0.023 0.082 0.15 0.315 0.352 0.423 0.439 0.484 0.517 0.649 0.729 0.741 0.859 0.862 0.887 0.422 0.198 0.788 0.655 0 0.519 0.993 0.393 0.252 0.344 0.101 0.586 0.867 0.802 0.459 0.969], [0.023 0.082 0.15 0.315 0.352 0.422 0.423 0.439 0.484 0.517 0.649 0.729 0.741 0.859 0.862 0.887 0.198 0.788 0.655 0 0.519 0.993 0.393 0.252 0.344 0.101 0.586 0.867 0.802 0.459 0.969], [0.023 0.082 0.15 0.198 0.315 0.352 0.422 0.423 0.439 0.484 0.517 0.649 0.729 0.741 0.859 0.862 0.887 0.788 0.655 0 0.519 0.993 0.393 0.252 0.344 0.101 0.586 0.867 0.802 0.459 0.969], [0.023 0.082 0.15 0.198 0.315 0.352 0.422 0.423 0.439 0.484 0.517 0.649 0.729 0.741 0.788 0.859 0.862 0.887 0.655 0 0.519 0.993 0.393 0.252 0.344 0.101 0.586 0.867 0.802 0.459 0.969], [0.023 0.082 0.15 0.198 0.315 0.352 0.422 0.423 0.439 0.484 0.517 0.649 0.655 0.729 0.741 0.788 0.859 0.862 0.887 0 0.519 0.993 0.393 0.252 0.344 0.101 0.586 0.867 0.802 0.459 0.969], [0 0.023 0.082 0.15 0.198 0.315 0.352 0.422 0.423 0.439 0.484 0.517 0.649 0.655 0.729 0.741 0.788 0.859 0.862 0.887 0.519 0.993 0.393 0.252 0.344 0.101 0.586 0.867 0.802 0.459 0.969], [0 0.023 0.082 0.15 0.198 0.315 0.352 0.422 0.423 0.439 0.484 0.517 0.519 0.649 0.655 0.729 0.741 0.788 0.859 0.862 0.887 0.993 0.393 0.252 0.344 0.101 0.586 0.867 0.802 0.459 0.969], [0 0.023 0.082 0.15 0.198 0.315 0.352 0.422 0.423 0.439 0.484 0.517 0.519 0.649 0.655 0.729 0.741 0.788 0.859 0.862 0.887 0.993 0.393 0.252 0.344 0.101 0.586 0.867 0.802 0.459 0.969], [0 0.023 0.082 0.15 0.198 0.315 0.352 0.393 0.422 0.423 0.439 0.484 0.517 0.519 0.649 0.655 0.729 0.741 0.788 0.859 0.862 0.887 0.993 0.252 0.344 0.101 0.586 0.867 0.802 0.459 0.969], [0 0.023 0.082 0.15 0.198 0.252 0.315 0.352 0.393 0.422 0.423 0.439 0.484 0.517 0.519 0.649 0.655 0.729 0.741 0.788 0.859 0.862 0.887 0.993 0.344 0.101 0.586 0.867 0.802 0.459 0.969], [0 0.023 0.082 0.15 0.198 0.252 0.315 0.344 0.352 0.393 0.422 0.423 0.439 0.484 0.517 0.519 0.649 0.655 0.729 0.741 0.788 0.859 0.862 0.887 0.993 0.101 0.586 0.867 0.802 0.459 0.969], [0 0.023 0.082 0.101 0.15 0.198 0.252 0.315 0.344 0.352 0.393 0.422 0.423 0.439 0.484 0.517 0.519 0.649 0.655 0.729 0.741 0.788 0.859 0.862 0.887 0.993 0.586 0.867 0.802 0.459 0.969], [0 0.023 0.082 0.101 0.15 0.198 0.252 0.315 0.344 0.352 0.393 0.422 0.423 0.439 0.484 0.517 0.519 0.586 0.649 0.655 0.729 0.741 0.788 0.859 0.862 0.887 0.993 0.867 0.802 0.459 0.969], [0 0.023 0.082 0.101 0.15 0.198 0.252 0.315 0.344 0.352 0.393 0.422 0.423 0.439 0.484 0.517 0.519 0.586 0.649 0.655 0.729 0.741 0.788 0.859 0.862 0.867 0.887 0.993 0.802 0.459 0.969], [0 0.023 0.082 0.101 0.15 0.198 0.252 0.315 0.344 0.352 0.393 0.422 0.423 0.439 0.484 0.517 0.519 0.586 0.649 0.655 0.729 0.741 0.788 0.802 0.859 0.862 0.867 0.887 0.993 0.459 0.969], [0 0.023 0.082 0.101 0.15 0.198 0.252 0.315 0.344 0.352 0.393 0.422 0.423 0.439 0.459 0.484 0.517 0.519 0.586 0.649 0.655 0.729 0.741 0.788 0.802 0.859 0.862 0.867 0.887 0.993 0.969] | [0 0.023 0.082 0.101 0.15 0.198 0.252 0.315 0.344 0.352 0.393 0.422 0.423 0.439 0.459 0.484 0.517 0.519 0.586 0.649 0.655 0.729 0.741 0.788 0.802 0.859 0.862 0.867 0.887 0.969 0.993]
insertion_sort
floyd_warshall: A: [[0 0 0 0 0], [0 0.723 0 0.283 0.875], [0 0 0.532 0.534 0], [0 0.283 0.534 0.855 0], [0 0.875 0 0 0.938]], 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 1 1], [4 4 4 1 4]], [[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 2], [3 3 3 1 1], [4 4 4 1 4]] | [[0 0 0 0 0], [1 3 3 1 1], [2 3 2 2 1], [3 3 3 1 1], [4 4 3 1 4]]
floyd_warshall
strongly_connected_components: A: [[0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 1 0 0 1 0 1], [0 0 1 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 0 0 0 0], [0 0 0 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 1 0 0 0], [0 1 0 0 0 1 0 0 1 1 0], [0 1 0 0 0 0 0 0 0 1 0], [0 1 0 0 0 0 0 0 0 1 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 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 1 9 10], [0 1 2 3 4 1 6 7 1 9 10], [0 1 2 3 4 1 6 7 1 9 10], [0 1 2 3 4 1 6 7 1 9 10], [0 1 2 3 4 1 6 7 1 1 10], [0 1 2 3 4 1 6 7 1 1 1], [0 1 2 3 4 1 6 7 1 1 1], [0 1 2 3 4 1 6 7 1 1 1], [0 1 2 3 4 1 6 7 1 1 1], [0 1 2 3 4 1 6 7 1 1 1] | [0 1 2 3 4 1 6 7 1 1 1]
strongly_connected_components
kmp_matcher: string: [0 0 0 0 1], key: [2 3 3 3 3], initial_trace: 0 trace | s:
0 | 1
kmp_matcher
insertion_sort: key: [0.457 0.526 0.655 0.609], initial_trace: [0.457 0.526 0.655 0.609] trace | pred:
[0.457 0.526 0.655 0.609], [0.457 0.526 0.655 0.609] | [0.457 0.526 0.609 0.655]
insertion_sort
binary_search: key: [0.108 0.216 0.228 0.471 0.496 0.536 0.548 0.695 0.745 0.776 0.92 0.96], target: 0.556, initial_trace: (0, 11) trace | (low, high):
(6, 11), (6, 8), (6, 7) | (7, 7)
binary_search
dfs: A: [[0 1 1 1 0 1 1 1 1 0 0 0 0 1 0], [0 1 0 0 0 1 0 0 1 1 1 1 1 0 0], [1 1 0 1 1 1 1 0 0 0 0 1 0 0 1], [0 0 0 1 0 1 1 0 0 0 1 0 1 0 1], [0 1 1 0 0 0 1 1 0 0 0 1 0 0 0], [0 0 1 0 0 0 0 0 0 1 1 1 1 0 0], [1 1 0 0 1 0 1 0 1 1 0 1 1 1 1], [0 1 0 1 0 0 0 0 0 0 1 0 1 0 0], [0 0 0 0 1 0 0 1 0 1 1 1 0 0 1], [1 0 0 1 1 0 0 0 0 0 0 1 0 0 1], [1 0 1 0 1 0 1 0 0 0 1 0 0 1 0], [0 0 1 1 1 1 1 1 0 1 0 0 0 1 1], [0 1 1 0 0 1 0 0 0 0 1 1 1 1 0], [1 0 1 1 0 1 0 0 0 0 1 1 1 0 1], [1 1 0 1 0 1 1 0 0 1 1 0 1 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14] trace | pi:
[0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 0 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 0 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 0 2 3 4 1 6 7 8 9 10 11 12 13 14], [0 0 2 3 4 1 6 7 8 9 10 11 12 13 14], [0 0 5 3 4 1 6 7 8 9 10 11 12 13 14], [0 0 5 3 4 1 6 7 8 9 10 11 12 13 14], [0 0 5 2 4 1 6 7 8 9 10 11 12 13 14], [0 0 5 2 4 1 6 7 8 9 10 11 12 13 14], [0 0 5 2 4 1 3 7 8 9 10 11 12 13 14], [0 0 5 2 4 1 3 7 8 9 10 11 12 13 14], [0 0 5 2 6 1 3 7 8 9 10 11 12 13 14], [0 0 5 2 6 1 3 7 8 9 10 11 12 13 14], [0 0 5 2 6 1 3 4 8 9 10 11 12 13 14], [0 0 5 2 6 1 3 4 8 9 10 11 12 13 14], [0 0 5 2 6 1 3 4 8 9 7 11 12 13 14], [0 0 5 2 6 1 3 4 8 9 7 11 12 13 14], [0 0 5 2 6 1 3 4 8 9 7 11 12 10 14], [0 0 5 2 6 1 3 4 8 9 7 11 12 10 14], [0 0 5 2 6 1 3 4 8 9 7 13 12 10 14], [0 0 5 2 6 1 3 4 8 9 7 13 12 10 14], [0 0 5 2 6 1 3 4 8 11 7 13 12 10 14], [0 0 5 2 6 1 3 4 8 11 7 13 12 10 14], [0 0 5 2 6 1 3 4 8 11 7 13 12 10 9], [0 0 5 2 6 1 3 4 8 11 7 13 12 10 9], [0 0 5 2 6 1 3 4 8 11 7 13 14 10 9], [0 0 5 2 6 1 3 4 8 11 7 13 14 10 9], [0 0 5 2 6 1 3 4 8 11 7 13 14 10 9], [0 0 5 2 6 1 3 4 8 11 7 13 14 10 9], [0 0 5 2 6 1 3 4 8 11 7 13 14 10 9], [0 0 5 2 6 1 3 4 8 11 7 13 14 10 9], [0 0 5 2 6 1 3 4 8 11 7 13 14 10 9], [0 0 5 2 6 1 3 4 8 11 7 13 14 10 9], [0 0 5 2 6 1 3 4 8 11 7 13 14 10 9], [0 0 5 2 6 1 3 4 8 11 7 13 14 10 9], [0 0 5 2 6 1 3 4 6 11 7 13 14 10 9], [0 0 5 2 6 1 3 4 6 11 7 13 14 10 9], [0 0 5 2 6 1 3 4 6 11 7 13 14 10 9], [0 0 5 2 6 1 3 4 6 11 7 13 14 10 9], [0 0 5 2 6 1 3 4 6 11 7 13 14 10 9], [0 0 5 2 6 1 3 4 6 11 7 13 14 10 9], [0 0 5 2 6 1 3 4 6 11 7 13 14 10 9], [0 0 5 2 6 1 3 4 6 11 7 13 14 10 9] | [0 0 5 2 6 1 3 4 6 11 7 13 14 10 9]
dfs
strongly_connected_components: A: [[0 0 0 0], [0 1 0 0], [0 0 0 0], [0 0 0 1]], initial_trace: [0 1 2 3] trace | scc_id:
[0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3] | [0 1 2 3]
strongly_connected_components
quickselect: key: [0.204 0.334 0.413 0.77 0.078 0.561 0.289 0.908 0.806 0.87 0.652 0.568 0.776 0.584 0.395 0.798 0.242 0.122 0.161], initial_trace: 18 trace | pivot:
18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 3, 3, 3, 3, 3, 3, 3, 5, 5, 5 | 5
quickselect
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: [2 1 3 2 3 0 2 2 2 3 0 3 0 1 3 0 0 1 1 1 1 1 3 2 3 0 3 0], initial_trace: 0 trace | s:
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 2, 2, 3, 3, 4, 4, 5, 6, 7 | 8
kmp_matcher
binary_search: key: [0.021 0.151 0.178 0.184 0.31 0.323 0.411 0.478 0.559 0.754 0.879 0.899 0.902 0.934 0.964], target: 0.312, initial_trace: (0, 14) trace | (low, high):
(0, 7), (4, 7), (4, 5) | (5, 5)
binary_search
bubble_sort: key: [0.757 0.608 0.43 0.002 0.796], initial_trace: [0.757 0.608 0.43 0.002 0.796] trace | pred:
[0.757 0.608 0.43 0.002 0.796], [0.757 0.608 0.002 0.43 0.796], [0.757 0.002 0.608 0.43 0.796], [0.002 0.757 0.608 0.43 0.796], [0.002 0.757 0.608 0.43 0.796], [0.002 0.757 0.43 0.608 0.796], [0.002 0.43 0.757 0.608 0.796], [0.002 0.43 0.757 0.608 0.796], [0.002 0.43 0.608 0.757 0.796] | [0.002 0.43 0.608 0.757 0.796]
bubble_sort
find_maximum_subarray_kadane: key: [-0.747 -0.885 -0.927 -0.645 0.122 0.158 0.406 -0.086 -0.63 0.014], initial_trace: (0, 0) trace | (best_low, best_high):
(0, 0), (0, 0), (3, 3), (4, 4), (4, 5), (4, 6), (4, 6), (4, 6) | (4, 6)
find_maximum_subarray_kadane
dijkstra: s: 10, A: [[0 0.798 0.425 0 0 0.737 0 0 0 0 0 0.331 0 0 0], [0.798 0.994 0 0 0.451 0 0.732 0 0 0 0 0 0 0 0], [0.425 0 0 0 0 0 0.44 0 0 0.129 0.393 0.599 0 0.713 0], [0 0 0 0.114 0.559 0 0.879 0 0.337 0.046 0 0 0 0 0], [0 0.451 0 0.559 0 0 0 0 0 0 0 0 0 0 0], [0.737 0 0 0 0 0.692 0 0 0 0 0.417 0 0.626 0 0], [0 0.732 0.44 0.879 0 0 0.583 0 0 0 0 0 0 0.696 0], [0 0 0 0 0 0 0 0 0.125 0 0 0 0 0.577 0], [0 0 0 0.337 0 0 0 0.125 0 0 0 0 0 0 0], [0 0 0.129 0.046 0 0 0 0 0 0 0 0 0.385 0 0], [0 0 0.393 0 0 0.417 0 0 0 0 0.322 0 0 0 0], [0.331 0 0.599 0 0 0 0 0 0 0 0 0.524 0 0.633 0.148], [0 0 0 0 0 0.626 0 0 0 0.385 0 0 0 0 0], [0 0 0.713 0 0 0 0.696 0.577 0 0 0 0.633 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0.148 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14] trace | pi:
[0 1 10 3 4 10 6 7 8 9 10 11 12 13 14], [2 1 10 3 4 10 2 7 8 2 10 2 12 2 14], [2 1 10 3 4 10 2 7 8 2 10 2 5 2 14], [2 1 10 9 4 10 2 7 8 2 10 2 9 2 14], [2 1 10 9 3 10 2 7 3 2 10 2 9 2 14], [2 0 10 9 3 10 2 7 3 2 10 2 9 2 14], [2 6 10 9 3 10 2 7 3 2 10 2 9 2 14], [2 6 10 9 3 10 2 8 3 2 10 2 9 2 14], [2 6 10 9 3 10 2 8 3 2 10 2 9 2 14], [2 6 10 9 3 10 2 8 3 2 10 2 9 2 11], [2 6 10 9 3 10 2 8 3 2 10 2 9 2 11], [2 6 10 9 3 10 2 8 3 2 10 2 9 2 11], [2 6 10 9 3 10 2 8 3 2 10 2 9 2 11], [2 6 10 9 3 10 2 8 3 2 10 2 9 2 11] | [2 6 10 9 3 10 2 8 3 2 10 2 9 2 11]
dijkstra
naive_string_matcher: string: [0 0 0 0 1], key: [0 3 3 1 3], initial_trace: 0 trace | s:
| 1
naive_string_matcher
topological_sort: A: [[0 0 0 0 0 0 0 1 0 1 0 0 0 1 0 0 1 1 0 1 1 0 0], [1 0 0 1 0 1 0 1 0 0 0 1 1 0 1 1 1 0 1 0 1 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], [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 1 0 1 0 1 0 1 0 0 0 1 1 0 0 0 1 0 1], [0 0 1 1 0 0 0 1 1 0 0 0 0 1 0 1 0 1 0 1 1 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 0 0 0 0 0 0 1 0 0 0 0 1 0 1 1 0 0 0 0 0 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 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 1 0 0 0 1 0 0 0 0 1 0 0 0 0 0], [0 0 1 0 0 0 1 1 0 0 0 0 1 1 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 1 0 0 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 0 1 1 0 1 1 0 0 1 1 0 0 1 0 0 1 0 0 1 0 0 0], [0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1], [0 0 0 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 1 1 0 1 1 1 1 1 0 0 0 1 0 1 0 1 0 1 0 1 0], [0 0 1 0 0 0 1 0 0 0 1 1 0 1 0 0 1 1 0 0 0 0 1], [0 0 0 0 0 0 0 0 1 0 1 0 1 1 0 0 0 1 0 0 0 0 0], [0 0 1 0 0 1 1 0 1 0 1 0 1 1 1 0 1 0 0 1 1 0 0], [0 0 1 1 0 0 0 0 1 0 0 0 0 1 0 0 1 1 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], 17, [0 1 2 3 4 5 6 7 17 9 10 11 12 13 14 15 16 17 18 19 20 21 22], 8, [0 1 2 3 4 5 6 7 17 9 10 11 12 13 14 15 16 17 18 19 20 21 22], 8, [0 1 2 3 4 5 6 7 17 9 10 11 12 13 14 15 16 17 18 19 20 21 22], 8, [0 1 2 8 4 5 6 7 17 9 10 11 12 13 14 15 16 17 18 19 20 21 22], 3, [0 1 2 8 4 5 6 7 17 9 10 11 12 13 14 15 16 17 18 19 20 21 22], 3, [0 1 2 8 4 5 6 7 17 9 10 11 12 13 14 15 3 17 18 19 20 21 22], 16, [0 1 2 8 4 5 6 7 17 9 10 11 12 16 14 15 3 17 18 19 20 21 22], 13, [0 1 2 8 4 5 6 7 17 9 10 11 12 16 14 15 3 17 18 19 20 21 22], 13, [0 1 2 8 4 5 6 7 17 9 10 11 12 16 14 15 3 17 18 19 20 21 22], 13, [0 1 2 8 4 5 6 7 17 9 10 11 12 16 14 15 3 17 18 19 20 21 22], 13, [0 1 13 8 4 5 6 7 17 9 10 11 12 16 14 15 3 17 18 19 20 21 22], 2, [0 1 13 8 4 5 6 7 17 9 10 11 12 16 14 15 3 17 18 19 20 21 22], 2, [0 1 13 8 4 5 6 7 17 9 10 11 12 16 14 15 3 17 18 19 20 21 22], 2, [0 1 13 8 4 5 6 7 17 9 10 11 2 16 14 15 3 17 18 19 20 21 22], 12, [0 1 13 8 4 5 6 7 17 9 12 11 2 16 14 15 3 17 18 19 20 21 22], 10, [0 1 13 8 4 5 10 7 17 9 12 11 2 16 14 15 3 17 18 19 20 21 22], 6, [0 1 13 8 4 5 10 7 17 9 12 11 2 16 14 15 3 17 18 19 20 21 22], 6, [0 1 13 8 4 5 10 7 17 9 12 11 2 16 14 15 3 17 18 19 20 21 6], 22, [0 1 13 8 4 5 10 7 17 9 12 11 2 16 14 22 3 17 18 19 20 21 6], 15, [0 1 13 8 4 5 10 15 17 9 12 11 2 16 14 22 3 17 18 19 20 21 6], 7, [0 1 13 8 4 5 10 15 17 9 12 11 2 16 14 22 3 17 18 19 20 21 6], 7, [0 1 13 8 4 5 10 15 17 7 12 11 2 16 14 22 3 17 18 19 20 21 6], 9, [0 1 13 8 4 5 10 15 17 7 12 11 2 16 14 22 3 17 18 19 20 21 6], 9, [0 1 13 8 4 5 10 15 17 7 12 11 2 16 14 22 3 17 18 19 20 21 6], 9, [0 1 13 8 4 5 10 15 17 7 12 11 2 16 14 22 3 17 18 19 20 21 6], 9, [0 1 13 8 4 5 10 15 17 7 12 11 2 16 14 22 3 17 18 19 9 21 6], 20, [0 1 13 8 4 5 10 15 17 7 12 20 2 16 14 22 3 17 18 19 9 21 6], 11, [0 1 13 8 4 5 10 15 17 7 12 20 2 16 14 22 3 17 18 11 9 21 6], 19, [19 1 13 8 4 5 10 15 17 7 12 20 2 16 14 22 3 17 18 11 9 21 6], 0, [19 1 13 8 4 5 10 15 17 7 12 20 2 16 14 22 3 17 18 11 9 21 6], 0, [19 1 13 8 4 5 10 15 17 7 12 20 2 16 14 22 3 17 18 11 9 21 6], 0, [19 1 13 8 4 5 10 15 17 7 12 20 2 16 14 22 3 17 18 11 9 21 6], 0, [19 1 13 8 4 0 10 15 17 7 12 20 2 16 14 22 3 17 18 11 9 21 6], 5, [19 1 13 8 4 0 10 15 17 7 12 20 2 16 14 22 3 17 18 11 9 21 6], 5, [19 1 13 8 4 0 10 15 17 7 12 20 2 16 5 22 3 17 18 11 9 21 6], 14, [19 1 13 8 4 0 10 15 17 7 12 20 2 16 5 22 3 17 18 11 9 21 6], 14, [19 1 13 8 4 0 10 15 17 7 12 20 2 16 5 22 3 17 18 11 9 21 6], 14, [19 1 13 8 4 0 10 15 17 7 12 20 2 16 5 22 3 17 18 11 9 14 6], 21, [19 1 13 8 4 0 10 15 17 7 12 20 2 16 5 22 3 17 21 11 9 14 6], 18, [19 18 13 8 4 0 10 15 17 7 12 20 2 16 5 22 3 17 21 11 9 14 6], 1, [19 18 13 8 4 0 10 15 17 7 12 20 2 16 5 22 3 17 21 11 9 14 6], 1, [19 18 13 8 4 0 10 15 17 7 12 20 2 16 5 22 3 17 21 11 9 14 6], 1 | [19 18 13 8 1 0 10 15 17 7 12 20 2 16 5 22 3 17 21 11 9 14 6], 4
topological_sort