Datasets:

question
stringlengths
65
3.42k
answer
stringlengths
3
5.8k
algo_name
stringclasses
30 values
topological_sort: A: [[0 0 0 1 1 0 0 0 0 0 0], [1 0 0 1 0 0 0 1 0 0 0], [0 1 0 0 1 0 0 1 0 0 1], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 1 1 1 0 1 0 1 1 1], [0 0 0 0 0 0 0 0 1 0 1], [0 0 0 0 1 0 0 0 0 0 0], [0 0 0 1 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]], 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], 3, [0 1 2 3 4 5 6 7 8 9 10], 3, [0 1 2 3 3 5 6 7 8 9 10], 4, [4 1 2 3 3 5 6 7 8 9 10], 0, [4 1 2 3 3 5 6 7 8 9 10], 0, [4 1 2 3 3 5 6 7 8 9 10], 0, [4 1 2 3 3 5 6 7 8 9 10], 0, [4 1 2 3 3 5 6 0 8 9 10], 7, [4 7 2 3 3 5 6 0 8 9 10], 1, [4 7 2 3 3 5 6 0 8 9 10], 1, [4 7 2 3 3 5 6 0 8 9 10], 1, [4 7 2 3 3 5 6 0 8 9 10], 1, [4 7 2 3 3 5 6 0 8 9 1], 10, [4 7 10 3 3 5 6 0 8 9 1], 2, [4 7 10 3 3 5 6 0 8 9 1], 2, [4 7 10 3 3 5 6 0 8 9 1], 2, [4 7 10 3 3 5 6 0 8 9 1], 2, [4 7 10 3 3 5 6 0 8 9 1], 2, [4 7 10 3 3 5 6 0 2 9 1], 8, [4 7 10 3 3 5 8 0 2 9 1], 6, [4 7 10 3 3 5 8 0 2 9 1], 6, [4 7 10 3 3 5 8 0 2 6 1], 9 | [4 7 10 3 3 9 8 0 2 6 1], 5
topological_sort
task_scheduling: d: [3 1 4 5 2], w: [0.934 0.779 0.048 0.119 0.544], initial_trace: [0 0 0 0 0] trace | selected:
[1 0 0 0 0], [1 0 0 0 0], [1 0 0 0 1], [1 0 0 1 1] | [1 0 1 1 1]
task_scheduling
floyd_warshall: A: [[0 0 0.101 0], [0 0 0 0], [0.101 0 0.634 0], [0 0 0 0]], initial_trace: [[0 0 0 0], [1 1 1 1], [2 2 2 2], [3 3 3 3]] trace | Pi:
[[0 0 0 0], [1 1 1 1], [2 2 0 2], [3 3 3 3]], [[0 0 0 0], [1 1 1 1], [2 2 0 2], [3 3 3 3]] | [[0 0 0 0], [1 1 1 1], [2 2 0 2], [3 3 3 3]]
floyd_warshall
dijkstra: s: 1, A: [[0 0 0 0.132 0 0 0 0 0 0], [0 0 0.268 0 0.211 0.318 0 0 0 0.269], [0 0.268 0.23 0.475 0 0 0 0 0 0.628], [0.132 0 0.475 0.468 0 0 0 0 0 0.292], [0 0.211 0 0 0 0 0.231 0 0 0], [0 0.318 0 0 0 0.592 0.68 0 0 0.721], [0 0 0 0 0.231 0.68 0.281 0.522 0 0], [0 0 0 0 0 0 0.522 0 0.453 0], [0 0 0 0 0 0 0 0.453 0.612 0], [0 0.269 0.628 0.292 0 0.721 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9] trace | pi:
[0 1 1 3 1 1 6 7 8 1], [0 1 1 3 1 1 4 7 8 1], [0 1 1 2 1 1 4 7 8 1], [0 1 1 9 1 1 4 7 8 1], [0 1 1 9 1 1 4 7 8 1], [0 1 1 9 1 1 4 6 8 1], [3 1 1 9 1 1 4 6 8 1], [3 1 1 9 1 1 4 6 8 1], [3 1 1 9 1 1 4 6 7 1] | [3 1 1 9 1 1 4 6 7 1]
dijkstra
jarvis_march: x: [-1.59 -0.415 -0.245 -1.35], y: [0.867 -0.651 -0.079 0.431], initial_trace: [0 0 0 0] trace | in_hull:
[0 1 0 0], [0 1 0 0], [0 1 0 0], [0 1 0 0], [0 1 0 0], [0 1 1 0], [0 1 1 0], [0 1 1 0], [0 1 1 0], [0 1 1 0], [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
quickselect: key: [0.668 0.892 0.274 0.32 0.772 0.207 0.136 0.071 0.462 0.433 0.595], initial_trace: 10 trace | pivot:
10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 9, 9, 9, 9, 9 | 9
quickselect
kmp_matcher: string: [0 0 0 0 0 0 0 0 0 0 0 0 1 1 1], key: [2 3 2 2 3 0 2 2 3 0 1 1 2 2 3], initial_trace: 0 trace | s:
0, 0, 0, 0, 0, 0, 0, 1 | 2
kmp_matcher
activity_selector: s: [0.598 0.497 0.403 0.443 0.383 0.211 0.502 0.24 0.104 0.05 0.002 0.239], f: [0.979 0.933 0.475 0.599 0.555 0.853 0.614 0.943 0.531 0.283 0.674 0.899], 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 1 0 0], [0 0 1 0 0 0 0 0 0 1 0 0], [0 0 1 0 0 0 0 0 0 1 0 0], [0 0 1 0 0 0 0 0 0 1 0 0], [0 0 1 0 0 0 0 0 0 1 0 0], [0 0 1 0 0 0 1 0 0 1 0 0], [0 0 1 0 0 0 1 0 0 1 0 0], [0 0 1 0 0 0 1 0 0 1 0 0], [0 0 1 0 0 0 1 0 0 1 0 0], [0 0 1 0 0 0 1 0 0 1 0 0], [0 0 1 0 0 0 1 0 0 1 0 0] | [0 0 1 0 0 0 1 0 0 1 0 0]
activity_selector
task_scheduling: d: [22 26 27 29 1 29 14 16 1 7 15 16 7 6 15 6 3 16 12 1 10 13 28 26 31 29 3 18 14 25 17], w: [0.731 0.488 0.472 0.24 0.369 0.024 0.923 0.459 0.173 0.511 0.33 0.165 0.401 0.493 0.524 0.415 0.858 0.801 0.061 0.211 0.339 0.828 0.859 0.663 0.332 0.591 0.472 0.803 0.194 0.097 0.951], 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:
[0 0 0 0 0 0 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 0 0 0 0 0 1], [0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 1 0 0 1], [0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 0 0 0 1 0 0 1], [1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 0 0 0 1 0 0 1], [1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 1 0 0 0 1 0 0 1], [1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 1 0 1 0 1 0 0 1], [1 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 1 1 1 0 1 0 1 0 0 1], [1 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 1 1 1 0 1 0 1 0 0 1], [1 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 1 1 1 0 1 0 1 0 0 1], [1 1 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 1 1 1 0 1 0 1 0 0 1], [1 1 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 1 1 1 0 1 0 1 0 0 1], [1 1 1 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 1 1 1 0 1 0 1 0 0 1], [1 1 1 0 0 0 1 1 0 0 0 0 0 0 1 0 0 1 0 0 0 1 1 1 0 1 0 1 0 0 1], [1 1 1 0 0 0 1 1 0 0 0 0 0 0 1 0 0 1 0 0 0 1 1 1 0 1 0 1 0 0 1], [1 1 1 0 0 0 1 1 0 0 0 0 0 0 1 0 0 1 0 0 0 1 1 1 0 1 0 1 0 0 1], [1 1 1 0 0 0 1 1 0 0 0 0 0 0 1 0 0 1 0 0 0 1 1 1 0 1 0 1 0 0 1], [1 1 1 0 0 0 1 1 0 0 0 0 0 0 1 0 0 1 0 0 0 1 1 1 0 1 0 1 0 0 1], [1 1 1 0 0 0 1 1 0 0 0 0 0 0 1 0 0 1 0 0 0 1 1 1 1 1 0 1 0 0 1], [1 1 1 0 0 0 1 1 0 0 1 0 0 0 1 0 0 1 0 0 0 1 1 1 1 1 0 1 0 0 1], [1 1 1 1 0 0 1 1 0 0 1 0 0 0 1 0 0 1 0 0 0 1 1 1 1 1 0 1 0 0 1], [1 1 1 1 0 0 1 1 0 0 1 0 0 0 1 0 0 1 0 0 0 1 1 1 1 1 0 1 0 0 1], [1 1 1 1 0 0 1 1 0 0 1 0 0 0 1 0 0 1 0 0 0 1 1 1 1 1 0 1 0 0 1], [1 1 1 1 0 0 1 1 0 0 1 0 0 0 1 0 0 1 0 0 0 1 1 1 1 1 0 1 0 0 1], [1 1 1 1 0 0 1 1 0 0 1 0 0 0 1 0 0 1 0 0 0 1 1 1 1 1 0 1 0 0 1], [1 1 1 1 0 0 1 1 0 0 1 0 0 0 1 0 0 1 0 0 0 1 1 1 1 1 0 1 0 1 1], [1 1 1 1 0 0 1 1 0 0 1 0 0 0 1 0 0 1 0 0 0 1 1 1 1 1 0 1 0 1 1] | [1 1 1 1 0 1 1 1 0 0 1 0 0 0 1 0 0 1 0 0 0 1 1 1 1 1 0 1 0 1 1]
task_scheduling
mst_prim: s: 7, A: [[0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0.269 0.43 0.177 0 0.096 0], [0 0 0.606 0 0 0 0 0 0.721 0 0], [0 0 0 0.34 0.215 0 0.922 0 0.77 0 0.305], [0 0 0 0.215 0 0 0 0 0 0 0], [0 0.269 0 0 0 0 0.415 0 0 0 0], [0 0.43 0 0.922 0 0.415 0 0 0 0 0.145], [0 0.177 0 0 0 0 0 0.492 0 0 0], [0 0 0.721 0.77 0 0 0 0 0 0 0.297], [0 0.096 0 0 0 0 0 0 0 0.852 0], [0 0 0 0.305 0 0 0.145 0 0.297 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10] trace | pi:
[0 7 2 3 4 5 6 7 8 9 10], [0 7 2 3 4 1 1 7 8 1 10], [0 7 2 3 4 1 1 7 8 1 10], [0 7 2 3 4 1 5 7 8 1 10], [0 7 2 6 4 1 5 7 8 1 6], [0 7 2 10 4 1 5 7 10 1 6], [0 7 8 10 4 1 5 7 10 1 6], [0 7 8 10 3 1 5 7 10 1 6], [0 7 8 10 3 1 5 7 10 1 6] | [0 7 8 10 3 1 5 7 10 1 6]
mst_prim
task_scheduling: d: [2 6 8 9 5 4 1 9 5 4], w: [0.474 0.205 0.372 0.584 0.77 0.416 0.339 0.823 0.587 0.296], initial_trace: [0 0 0 0 0 0 0 0 0 0] trace | selected:
[0 0 0 0 0 0 0 1 0 0], [0 0 0 0 1 0 0 1 0 0], [0 0 0 0 1 0 0 1 1 0], [0 0 0 1 1 0 0 1 1 0], [0 0 0 1 1 0 0 1 1 0], [0 0 0 1 1 0 0 1 1 0], [0 0 1 1 1 0 0 1 1 0], [0 0 1 1 1 0 0 1 1 0], [0 0 1 1 1 0 0 1 1 0] | [0 1 1 1 1 0 0 1 1 0]
task_scheduling
bfs: s: 11, A: [[1 0 1 0 1 1 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 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 0 0 1 1], [1 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 1 1 0 0 1 0 0 0 1 0 0 0], [0 0 0 1 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 0], [1 0 0 0 1 0 1 1 0 0 0 0 1 0 1 0 0 0 0 0 0 1 1 0 0 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 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 1 0 1 0 0 0 0 0 0 0 0 0 1 1 0 1 0 1 1 0 0 0 1 0 0], [0 0 0 1 1 0 0 0 0 0 0 1 0 1 0 0 0 0 1 1 0 0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 1 1 0 0 1 0 1 1], [0 1 0 0 0 0 0 0 1 0 0 0 1 1 0 0 0 1 0 0 0 1 0 1 0 1 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0 0 1 0 1 0 0 0 0 1 0 0 0 0 0 1 1 0 0 0 0 1], [0 0 0 0 0 1 0 1 0 0 1 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 1 0 0 0 1 0 0 1 1 0 0 1 0 0 0 0 1 0 0 0 0 0 0 1 0 1], [0 0 0 1 0 0 0 1 0 1 1 0 1 1 1 0 1 0 1 0 0 0 0 0 0 1 0 0 0 0 0], [0 0 1 0 1 0 0 0 0 0 0 0 0 1 1 1 0 1 0 0 0 1 0 0 0 0 0 1 0 1 0], [0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [1 0 1 0 0 0 0 0 0 0 0 1 1 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 1 0 0 0 0 1 0 1 0 0 1 1 0 0 0 0 0 0 0 1 0 1], [0 0 0 0 0 0 1 1 1 0 1 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0], [0 0 1 0 0 0 1 1 0 0 0 1 0 0 0 0 0 1 0 1 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 1 0 0 1 1 0 1 1 1 0 0 0 1 0], [1 0 0 0 1 0 1 0 0 1 0 0 1 0 1 0 0 0 0 1 1 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 0 0 0 0 0 1 0 0 1 0 0], [0 0 1 0 0 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 1 0 0 1 0], [0 0 0 0 0 0 1 0 1 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 1 0 1 1 0 0 1 0 0 0 0 0 0 1 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 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 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1], [0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 1 0 1 1 0 0 0 1 0 0 0 0 0 0 0 0], [1 1 0 0 0 0 0 0 1 0 0 0 0 0 1 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 1 0 1 0 0 0 0 1 0 0 0 0 0 0 1 0 0 1 0 0 1]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30] trace | pi:
[0 1 2 3 4 11 6 11 8 9 11 11 12 13 14 15 11 17 18 11 20 21 22 23 24 25 26 27 28 29 30], [5 1 16 7 7 11 19 11 8 9 11 11 5 7 14 15 11 5 7 11 20 19 22 23 10 7 26 27 28 29 10], [5 30 16 7 7 11 19 11 6 12 11 11 5 7 2 15 11 5 7 11 2 19 4 2 10 7 25 2 6 0 10] | [5 30 16 7 7 11 19 11 6 12 11 11 5 7 2 1 11 5 7 11 2 19 4 2 10 7 25 2 6 0 10]
bfs
bellman_ford: s: 11, A: [[0 0 0 0 0 0 0.55 0.374 0 0 0 0.301], [0 0 0 0 0 0 0 0 0.298 0.331 0.321 0.415], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0.831 0 0 0 0 0.301 0], [0 0 0 0 0.22 0 0.237 0 0 0.552 0 0], [0 0 0 0.831 0 0.116 0 0 0 0.826 0 0], [0.55 0 0 0 0.237 0 0 0 0.806 0.469 0.548 0.058], [0.374 0 0 0 0 0 0 0.621 0 0 0 0.242], [0 0.298 0 0 0 0 0.806 0 0.033 0 0.295 0], [0 0.331 0 0 0.552 0.826 0.469 0 0 0.839 0 0], [0 0.321 0 0.301 0 0 0.548 0 0.295 0 0.359 0], [0.301 0.415 0 0 0 0 0.058 0.242 0 0 0 0.382]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11] trace | pi:
[11 11 2 3 4 5 11 11 8 9 10 11], [11 11 2 3 6 5 11 11 1 6 6 11] | [11 11 2 10 6 9 11 11 1 6 6 11]
bellman_ford
heapsort: key: [0.068 0.492 0.778 0.048 0.316], initial_trace: [0.068 0.492 0.778 0.048 0.316] trace | pred:
[0.068 0.492 0.778 0.048 0.316], [0.068 0.492 0.778 0.048 0.316], [0.068 0.492 0.778 0.048 0.316], [0.068 0.492 0.778 0.048 0.316], [0.778 0.492 0.068 0.048 0.316], [0.778 0.492 0.068 0.048 0.316], [0.316 0.492 0.068 0.048 0.778], [0.492 0.316 0.068 0.048 0.778], [0.492 0.316 0.068 0.048 0.778], [0.048 0.316 0.068 0.492 0.778], [0.316 0.048 0.068 0.492 0.778], [0.316 0.048 0.068 0.492 0.778], [0.068 0.048 0.316 0.492 0.778], [0.068 0.048 0.316 0.492 0.778], [0.048 0.068 0.316 0.492 0.778] | [0.048 0.068 0.316 0.492 0.778]
heapsort
activity_selector: s: [0.41 0.34 0.505 0.724 0.034 0.018 0.239 0.644 0.268 0.251], f: [0.618 0.359 0.875 0.834 0.565 0.735 0.357 0.664 0.808 0.44], initial_trace: [0 0 0 0 0 0 0 0 0 0] trace | selected:
[0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 1 0 0 0], [0 0 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 0 0 0], [1 0 0 0 0 0 1 1 0 0], [1 0 0 0 0 0 1 1 0 0], [1 0 0 0 0 0 1 1 0 0], [1 0 0 1 0 0 1 1 0 0] | [1 0 0 1 0 0 1 1 0 0]
activity_selector
mst_prim: s: 6, A: [[0.76 0 0.147 0 0 0 0 0.163 0 0.147], [0 0 0 0.766 0 0 0 0 0 0], [0.147 0 0 0 0.658 0 0 0.241 0.152 0.396], [0 0.766 0 0 0 0.086 0 0.359 0 0.347], [0 0 0.658 0 0 0 0 0.72 0.191 0], [0 0 0 0.086 0 0.489 0.409 0.291 0 0], [0 0 0 0 0 0.409 0 0 0 0], [0.163 0 0.241 0.359 0.72 0.291 0 0.644 0 0], [0 0 0.152 0 0.191 0 0 0 0.462 0], [0.147 0 0.396 0.347 0 0 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9] trace | pi:
[0 1 2 3 4 6 6 7 8 9], [0 1 2 5 4 6 6 5 8 9], [0 3 2 5 4 6 6 5 8 3], [7 3 7 5 7 6 6 5 8 3], [7 3 0 5 7 6 6 5 8 0], [7 3 0 5 2 6 6 5 2 0], [7 3 0 5 2 6 6 5 2 0], [7 3 0 5 8 6 6 5 2 0], [7 3 0 5 8 6 6 5 2 0] | [7 3 0 5 8 6 6 5 2 0]
mst_prim
task_scheduling: d: [14 7 10 10 4 7 3 2 5 15 9 4 7 3 9], w: [0.86 0.083 0.212 0.987 0.121 0.616 0.909 0.502 0.647 0.896 0.898 0.958 0.012 0.834 0.56], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | selected:
[0 0 0 1 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0 0 1 0 0 0], [0 0 0 1 0 0 1 0 0 0 0 1 0 0 0], [0 0 0 1 0 0 1 0 0 0 1 1 0 0 0], [0 0 0 1 0 0 1 0 0 1 1 1 0 0 0], [1 0 0 1 0 0 1 0 0 1 1 1 0 0 0], [1 0 0 1 0 0 1 0 0 1 1 1 0 0 0], [1 0 0 1 0 0 1 0 0 1 1 1 0 0 0], [1 0 0 1 0 1 1 0 0 1 1 1 0 0 0], [1 0 0 1 0 1 1 0 0 1 1 1 0 0 1], [1 0 0 1 0 1 1 0 0 1 1 1 0 0 1], [1 0 1 1 0 1 1 0 0 1 1 1 0 0 1], [1 0 1 1 0 1 1 0 0 1 1 1 0 0 1], [1 0 1 1 0 1 1 0 0 1 1 1 0 0 1] | [1 0 1 1 0 1 1 0 0 1 1 1 0 0 1]
task_scheduling
quickselect: key: [0.755 0.178 0.948 0.339 0.556 0.552 0.294 0.108 0.486 0.962 0.771 0.941 0.407 0.973 0.807 0.399 0.82 0.064 0.585], initial_trace: 18 trace | pivot:
18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 1, 1, 1, 1, 1, 1, 1, 1, 1, 4, 4, 4, 4, 4, 4 | 4
quickselect
quicksort: key: [0.745 0.507 0.267 0.479 0.968], initial_trace: [0.745 0.507 0.267 0.479 0.968] trace | pred:
[0.745 0.507 0.267 0.479 0.968], [0.745 0.507 0.267 0.479 0.968], [0.745 0.507 0.267 0.479 0.968], [0.745 0.507 0.267 0.479 0.968], [0.745 0.507 0.267 0.479 0.968], [0.745 0.507 0.267 0.479 0.968], [0.267 0.507 0.745 0.479 0.968], [0.267 0.479 0.745 0.507 0.968], [0.267 0.479 0.745 0.507 0.968] | [0.267 0.479 0.507 0.745 0.968]
quicksort
task_scheduling: d: [6 11 4 10 2 5 11 5 10 11 1], w: [0.572 0.524 0.944 0.746 0.948 0.241 0.508 0.78 0.395 0.418 0.087], initial_trace: [0 0 0 0 0 0 0 0 0 0 0] trace | selected:
[0 0 0 0 1 0 0 0 0 0 0], [0 0 1 0 1 0 0 0 0 0 0], [0 0 1 0 1 0 0 1 0 0 0], [0 0 1 1 1 0 0 1 0 0 0], [1 0 1 1 1 0 0 1 0 0 0], [1 1 1 1 1 0 0 1 0 0 0], [1 1 1 1 1 0 1 1 0 0 0], [1 1 1 1 1 0 1 1 0 1 0], [1 1 1 1 1 0 1 1 1 1 0], [1 1 1 1 1 0 1 1 1 1 0] | [1 1 1 1 1 0 1 1 1 1 0]
task_scheduling
insertion_sort: key: [0.586 0.19 0.384 0.129], initial_trace: [0.586 0.19 0.384 0.129] trace | pred:
[0.19 0.586 0.384 0.129], [0.19 0.384 0.586 0.129] | [0.129 0.19 0.384 0.586]
insertion_sort
dag_shortest_paths: s: 1, A: [[0 0.371 0 0 0 0 0.704 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0.56 0 0.703 0 0 0.8 0.269 0.121 0], [0.599 0 0 0 0 0 0.581 0 0 0], [0.139 0 0 0 0 0 0 0.183 0.533 0.791], [0.692 0.0249 0 0.794 0 0 0.0606 0.854 0.436 0.157], [0 0.311 0 0 0 0 0 0 0 0], [0.452 0.286 0 0 0 0 0 0 0.963 0], [0 0 0 0 0 0 0 0 0 0], [0 0.441 0 0 0 0 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]
dag_shortest_paths
mst_prim: s: 0, A: [[0.179 0 0 0 0.189], [0 0.204 0.696 0 0.339], [0 0.696 0 0 0], [0 0 0 0.738 0], [0.189 0.339 0 0 0.405]], initial_trace: [0 1 2 3 4] trace | pi:
[0 1 2 3 0], [0 4 2 3 0], [0 4 1 3 0] | [0 4 1 3 0]
mst_prim
minimum: key: [0.572 0.228 0.582 0.174 0.838 0.425 0.752 0.821 0.314 0.584 0.178 0.394], initial_trace: 0 trace | min:
1, 1, 3, 3, 3, 3, 3, 3, 3, 3 | 3
minimum
heapsort: key: [0.324 0.984 0.595 0.365 0.432 0.497 0.07 0.636 0.749 0.353], initial_trace: [0.324 0.984 0.595 0.365 0.432 0.497 0.07 0.636 0.749 0.353] trace | pred:
[0.324 0.984 0.595 0.365 0.432 0.497 0.07 0.636 0.749 0.353], [0.324 0.984 0.595 0.365 0.432 0.497 0.07 0.636 0.749 0.353], [0.324 0.984 0.595 0.365 0.432 0.497 0.07 0.636 0.749 0.353], [0.324 0.984 0.595 0.365 0.432 0.497 0.07 0.636 0.749 0.353], [0.324 0.984 0.595 0.365 0.432 0.497 0.07 0.636 0.749 0.353], [0.324 0.984 0.595 0.365 0.432 0.497 0.07 0.636 0.749 0.353], [0.324 0.984 0.595 0.749 0.432 0.497 0.07 0.636 0.365 0.353], [0.324 0.984 0.595 0.749 0.432 0.497 0.07 0.636 0.365 0.353], [0.324 0.984 0.595 0.749 0.432 0.497 0.07 0.636 0.365 0.353], [0.324 0.984 0.595 0.749 0.432 0.497 0.07 0.636 0.365 0.353], [0.984 0.324 0.595 0.749 0.432 0.497 0.07 0.636 0.365 0.353], [0.984 0.749 0.595 0.324 0.432 0.497 0.07 0.636 0.365 0.353], [0.984 0.749 0.595 0.636 0.432 0.497 0.07 0.324 0.365 0.353], [0.984 0.749 0.595 0.636 0.432 0.497 0.07 0.324 0.365 0.353], [0.353 0.749 0.595 0.636 0.432 0.497 0.07 0.324 0.365 0.984], [0.749 0.353 0.595 0.636 0.432 0.497 0.07 0.324 0.365 0.984], [0.749 0.636 0.595 0.353 0.432 0.497 0.07 0.324 0.365 0.984], [0.749 0.636 0.595 0.365 0.432 0.497 0.07 0.324 0.353 0.984], [0.749 0.636 0.595 0.365 0.432 0.497 0.07 0.324 0.353 0.984], [0.353 0.636 0.595 0.365 0.432 0.497 0.07 0.324 0.749 0.984], [0.636 0.353 0.595 0.365 0.432 0.497 0.07 0.324 0.749 0.984], [0.636 0.432 0.595 0.365 0.353 0.497 0.07 0.324 0.749 0.984], [0.636 0.432 0.595 0.365 0.353 0.497 0.07 0.324 0.749 0.984], [0.324 0.432 0.595 0.365 0.353 0.497 0.07 0.636 0.749 0.984], [0.595 0.432 0.324 0.365 0.353 0.497 0.07 0.636 0.749 0.984], [0.595 0.432 0.497 0.365 0.353 0.324 0.07 0.636 0.749 0.984], [0.595 0.432 0.497 0.365 0.353 0.324 0.07 0.636 0.749 0.984], [0.07 0.432 0.497 0.365 0.353 0.324 0.595 0.636 0.749 0.984], [0.497 0.432 0.07 0.365 0.353 0.324 0.595 0.636 0.749 0.984], [0.497 0.432 0.324 0.365 0.353 0.07 0.595 0.636 0.749 0.984], [0.497 0.432 0.324 0.365 0.353 0.07 0.595 0.636 0.749 0.984], [0.07 0.432 0.324 0.365 0.353 0.497 0.595 0.636 0.749 0.984], [0.432 0.07 0.324 0.365 0.353 0.497 0.595 0.636 0.749 0.984], [0.432 0.365 0.324 0.07 0.353 0.497 0.595 0.636 0.749 0.984], [0.432 0.365 0.324 0.07 0.353 0.497 0.595 0.636 0.749 0.984], [0.353 0.365 0.324 0.07 0.432 0.497 0.595 0.636 0.749 0.984], [0.365 0.353 0.324 0.07 0.432 0.497 0.595 0.636 0.749 0.984], [0.365 0.353 0.324 0.07 0.432 0.497 0.595 0.636 0.749 0.984], [0.07 0.353 0.324 0.365 0.432 0.497 0.595 0.636 0.749 0.984], [0.353 0.07 0.324 0.365 0.432 0.497 0.595 0.636 0.749 0.984], [0.353 0.07 0.324 0.365 0.432 0.497 0.595 0.636 0.749 0.984], [0.324 0.07 0.353 0.365 0.432 0.497 0.595 0.636 0.749 0.984], [0.324 0.07 0.353 0.365 0.432 0.497 0.595 0.636 0.749 0.984], [0.07 0.324 0.353 0.365 0.432 0.497 0.595 0.636 0.749 0.984] | [0.07 0.324 0.353 0.365 0.432 0.497 0.595 0.636 0.749 0.984]
heapsort
task_scheduling: d: [5 1 4 3 4], w: [0.191 0.883 0.114 0.879 0.519], initial_trace: [0 0 0 0 0] trace | selected:
[0 1 0 0 0], [0 1 0 1 0], [0 1 0 1 1], [1 1 0 1 1] | [1 1 0 1 1]
task_scheduling
task_scheduling: d: [8 12 12 1 11 3 7 12 11 11 7 6], w: [0.24 0.326 0.242 0.725 0.789 0.71 0.256 0.417 0.394 0.919 0.673 0.268], 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 1 0 0], [0 0 0 0 1 0 0 0 0 1 0 0], [0 0 0 0 1 0 0 0 0 1 0 0], [0 0 0 0 1 1 0 0 0 1 0 0], [0 0 0 0 1 1 0 0 0 1 1 0], [0 0 0 0 1 1 0 1 0 1 1 0], [0 0 0 0 1 1 0 1 1 1 1 0], [0 1 0 0 1 1 0 1 1 1 1 0], [0 1 0 0 1 1 0 1 1 1 1 0], [0 1 0 0 1 1 0 1 1 1 1 0], [0 1 1 0 1 1 0 1 1 1 1 0] | [0 1 1 0 1 1 0 1 1 1 1 0]
task_scheduling
bfs: s: 8, A: [[1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 1 0 0 0], [0 1 1 0 0 0 0 0 0 0 1 0 0 0 0 1 1 0 0 0 0 1 1], [0 1 0 1 0 0 0 0 0 0 0 1 0 1 0 0 1 0 0 0 1 0 1], [0 0 1 0 0 0 0 1 0 1 0 1 0 1 1 0 0 1 0 0 0 1 0], [0 0 0 0 0 0 0 1 1 1 0 0 0 1 1 0 1 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 1 1], [0 0 0 0 0 0 1 0 0 1 0 0 0 1 0 0 0 0 0 0 1 1 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 0 1 0 0 0 1 1 0 1 0 1 1 0 0 1 0 0 0 1 1], [0 0 0 1 1 0 1 0 1 1 0 0 0 1 0 1 0 0 1 1 1 0 0], [0 1 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 0 0 0 1 0 0], [0 0 1 1 0 0 0 0 1 0 0 1 1 1 0 0 1 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0 0 1 0 1 1 0 1 0 0 1 1 0 1], [0 0 1 1 1 0 1 0 1 1 1 1 1 0 0 0 1 1 0 0 0 0 0], [0 0 0 1 1 0 0 0 1 0 1 0 1 0 1 0 0 1 1 0 0 0 0], [0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0], [1 1 1 0 1 0 0 0 0 0 1 1 1 1 0 0 0 1 0 1 1 0 0], [0 0 0 1 0 0 0 0 1 0 0 0 0 1 1 0 1 0 0 1 0 0 0], [0 0 0 0 0 1 0 0 0 1 0 0 0 0 1 0 0 0 1 0 0 0 0], [1 0 0 0 1 0 0 0 0 1 0 0 1 0 0 1 1 1 0 0 0 1 0], [0 0 1 0 0 1 1 1 0 1 1 0 1 0 0 1 1 0 0 0 0 0 0], [0 1 0 1 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0], [0 1 1 0 0 1 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22] trace | pi:
[0 1 2 3 8 5 6 7 8 8 10 8 12 8 8 15 16 8 18 19 20 8 8], [0 21 11 9 8 21 9 4 8 8 13 8 11 8 8 9 4 8 9 4 9 8 8] | [12 21 11 9 8 21 9 4 8 8 13 8 11 8 8 9 4 8 9 4 9 8 8]
bfs
graham_scan: x: [1.08 1.51 -1.25 -1.13], y: [1.32 0.405 -0.493 -0.719], initial_trace: [0 0 0 0] trace | in_hull:
[0 0 0 1], [0 0 0 1], [0 1 0 1], [1 1 0 1] | [1 1 1 1]
graham_scan
task_scheduling: d: [7 4 10 9 1 1 1 8 1 9 2], w: [0.025 0.992 0.595 0.636 0.198 0.958 0.785 0.075 0.881 0.01 0.973], initial_trace: [0 0 0 0 0 0 0 0 0 0 0] trace | selected:
[0 1 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 1], [0 1 0 0 0 0 0 0 0 0 1], [0 1 0 0 0 0 0 0 0 0 1], [0 1 0 0 0 0 0 0 0 0 1], [0 1 0 1 0 0 0 0 0 0 1], [0 1 1 1 0 0 0 0 0 0 1], [0 1 1 1 0 0 0 0 0 0 1], [0 1 1 1 0 0 0 1 0 0 1], [1 1 1 1 0 0 0 1 0 0 1] | [1 1 1 1 0 0 0 1 0 1 1]
task_scheduling
segments_intersect: x: [0.712 0.072 0.586 0.257], y: [0.916 0.309 0.208 0.042] intersect:
0
segments_intersect
bellman_ford: s: 1, A: [[0.808 0 0 0], [0 0.829 0 0], [0 0 0 0.641], [0 0 0.641 0.327]], initial_trace: [0 1 2 3] trace | pi:
| [0 1 2 3]
bellman_ford
jarvis_march: x: [-1.69 -1.32 0.588 -1.28 -0.57], y: [-0.896 -0.706 0.848 1.23 1.53], 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 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 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 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]
jarvis_march
activity_selector: s: [0.16 0.177 0.731 0.121 0.175 0.339 0.589 0.824 0.423 0.788 0.041 0.629 0.308 0.498 0.437], f: [0.315 0.347 0.738 0.28 0.327 0.522 0.707 0.847 0.886 0.876 0.998 0.682 0.992 0.625 0.552], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | selected:
[0 0 0 1 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 1 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 1 0 1 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 1 0 0 0 0 0 1 0 0 0], [0 0 0 1 0 1 0 0 0 0 0 1 0 0 0], [0 0 1 1 0 1 0 0 0 0 0 1 0 0 0], [0 0 1 1 0 1 0 1 0 0 0 1 0 0 0], [0 0 1 1 0 1 0 1 0 0 0 1 0 0 0], [0 0 1 1 0 1 0 1 0 0 0 1 0 0 0], [0 0 1 1 0 1 0 1 0 0 0 1 0 0 0] | [0 0 1 1 0 1 0 1 0 0 0 1 0 0 0]
activity_selector
binary_search: key: [0.09 0.092 0.097 0.13 0.189 0.205 0.214 0.263 0.302 0.309 0.352 0.362 0.38 0.414 0.453 0.498 0.557 0.575 0.59 0.594 0.671 0.685 0.694 0.825 0.842 0.869 0.9 0.995], target: 0.105, initial_trace: (0, 27) trace | (low, high):
(0, 13), (0, 6), (0, 3), (2, 3) | (3, 3)
binary_search
quicksort: key: [0.652 0.937 0.533 0.15 0.596 0.462 0.12 0.585 0.205 0.186], initial_trace: [0.652 0.937 0.533 0.15 0.596 0.462 0.12 0.585 0.205 0.186] trace | pred:
[0.652 0.937 0.533 0.15 0.596 0.462 0.12 0.585 0.205 0.186], [0.652 0.937 0.533 0.15 0.596 0.462 0.12 0.585 0.205 0.186], [0.15 0.937 0.533 0.652 0.596 0.462 0.12 0.585 0.205 0.186], [0.15 0.937 0.533 0.652 0.596 0.462 0.12 0.585 0.205 0.186], [0.15 0.937 0.533 0.652 0.596 0.462 0.12 0.585 0.205 0.186], [0.15 0.12 0.533 0.652 0.596 0.462 0.937 0.585 0.205 0.186], [0.15 0.12 0.533 0.652 0.596 0.462 0.937 0.585 0.205 0.186], [0.15 0.12 0.533 0.652 0.596 0.462 0.937 0.585 0.205 0.186], [0.15 0.12 0.186 0.652 0.596 0.462 0.937 0.585 0.205 0.533], [0.15 0.12 0.186 0.652 0.596 0.462 0.937 0.585 0.205 0.533], [0.12 0.15 0.186 0.652 0.596 0.462 0.937 0.585 0.205 0.533], [0.12 0.15 0.186 0.652 0.596 0.462 0.937 0.585 0.205 0.533], [0.12 0.15 0.186 0.652 0.596 0.462 0.937 0.585 0.205 0.533], [0.12 0.15 0.186 0.462 0.596 0.652 0.937 0.585 0.205 0.533], [0.12 0.15 0.186 0.462 0.596 0.652 0.937 0.585 0.205 0.533], [0.12 0.15 0.186 0.462 0.596 0.652 0.937 0.585 0.205 0.533], [0.12 0.15 0.186 0.462 0.205 0.652 0.937 0.585 0.596 0.533], [0.12 0.15 0.186 0.462 0.205 0.533 0.937 0.585 0.596 0.652], [0.12 0.15 0.186 0.462 0.205 0.533 0.937 0.585 0.596 0.652], [0.12 0.15 0.186 0.205 0.462 0.533 0.937 0.585 0.596 0.652], [0.12 0.15 0.186 0.205 0.462 0.533 0.937 0.585 0.596 0.652], [0.12 0.15 0.186 0.205 0.462 0.533 0.585 0.937 0.596 0.652], [0.12 0.15 0.186 0.205 0.462 0.533 0.585 0.596 0.937 0.652], [0.12 0.15 0.186 0.205 0.462 0.533 0.585 0.596 0.652 0.937], [0.12 0.15 0.186 0.205 0.462 0.533 0.585 0.596 0.652 0.937] | [0.12 0.15 0.186 0.205 0.462 0.533 0.585 0.596 0.652 0.937]
quicksort
topological_sort: A: [[0 0 0 0 0], [0 0 1 0 0], [0 0 0 1 0], [0 0 0 0 0], [1 1 1 0 0]], initial_trace: [0 1 2 3 4], 0 trace | topo, topo_head:
[0 1 2 3 4], 0, [0 1 2 3 4], 0, [0 1 2 3 4], 0, [0 1 2 3 4], 0, [0 1 2 3 4], 0, [0 1 2 3 4], 0, [0 1 2 0 4], 3, [0 1 3 0 4], 2, [0 2 3 0 4], 1, [0 2 3 0 4], 1, [0 2 3 0 4], 1 | [0 2 3 0 1], 4
topological_sort
bellman_ford: s: 0, A: [[0.688 0.344 0 0 0], [0.344 0.351 0 0 0], [0 0 0 0 0.121], [0 0 0 0.995 0.039], [0 0 0.121 0.039 0]], initial_trace: [0 1 2 3 4] trace | pi:
| [0 0 2 3 4]
bellman_ford
matrix_chain_order: p: [0.276 0.236 0.569 0.053 0.717 0.767 0.356 0.516 0.782 0.55], 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 | s:
[[0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0], [0 0 0 2 0 0 0 0 0 0], [0 0 0 0 3 0 0 0 0 0], [0 0 0 0 0 4 0 0 0 0], [0 0 0 0 0 0 5 0 0 0], [0 0 0 0 0 0 0 6 0 0], [0 0 0 0 0 0 0 0 7 0], [0 0 0 0 0 0 0 0 0 8], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 1 1 2 0 0 0 0 0], [0 0 0 2 3 3 0 0 0 0], [0 0 0 0 3 3 4 0 0 0], [0 0 0 0 0 4 5 5 0 0], [0 0 0 0 0 0 5 6 6 0], [0 0 0 0 0 0 0 6 6 7], [0 0 0 0 0 0 0 0 7 8], [0 0 0 0 0 0 0 0 0 8], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 1 1 3 3 3 3 4 0], [0 0 0 2 3 3 3 3 5 5], [0 0 0 0 3 3 3 3 6 6], [0 0 0 0 0 4 5 6 6 6], [0 0 0 0 0 0 5 6 6 6], [0 0 0 0 0 0 0 6 6 6], [0 0 0 0 0 0 0 0 7 8], [0 0 0 0 0 0 0 0 0 8], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 1 1 3 3 3 3 3 3], [0 0 0 2 3 3 3 3 3 3], [0 0 0 0 3 3 3 3 3 3], [0 0 0 0 0 4 5 6 7 8], [0 0 0 0 0 0 5 6 6 6], [0 0 0 0 0 0 0 6 6 6], [0 0 0 0 0 0 0 0 7 8], [0 0 0 0 0 0 0 0 0 8], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 1 1 3 3 3 3 3 3], [0 0 0 2 3 3 3 3 3 3], [0 0 0 0 3 3 3 3 3 3], [0 0 0 0 0 4 5 6 7 8], [0 0 0 0 0 0 5 6 6 6], [0 0 0 0 0 0 0 6 6 6], [0 0 0 0 0 0 0 0 7 8], [0 0 0 0 0 0 0 0 0 8], [0 0 0 0 0 0 0 0 0 0]] | [[0 0 0 0 0 0 0 0 0 0], [0 0 1 1 3 3 3 3 3 3], [0 0 0 2 3 3 3 3 3 3], [0 0 0 0 3 3 3 3 3 3], [0 0 0 0 0 4 5 6 7 8], [0 0 0 0 0 0 5 6 6 6], [0 0 0 0 0 0 0 6 6 6], [0 0 0 0 0 0 0 0 7 8], [0 0 0 0 0 0 0 0 0 8], [0 0 0 0 0 0 0 0 0 0]]
matrix_chain_order
bellman_ford: s: 0, A: [[0 0 0 0.734], [0 0 0.391 0], [0 0.391 0 0.626], [0.734 0 0.626 0]], initial_trace: [0 1 2 3] trace | pi:
[0 1 2 0], [0 1 3 0] | [0 2 3 0]
bellman_ford
dijkstra: s: 7, A: [[0.291 0.53 0 0 0 0 0 0 0 0 0 0], [0.53 0 0 0.576 0 0 0 0 0 0 0 0], [0 0 0 0 0.868 0.246 0 0.191 0 0 0.082 0], [0 0.576 0 0.217 0 0 0 0 0 0 0 0], [0 0 0.868 0 0 0.357 0 0.515 0 0 0.261 0], [0 0 0.246 0 0.357 0.159 0 0 0 0 0 0.157], [0 0 0 0 0 0 0 0 0 0.041 0.819 0.565], [0 0 0.191 0 0.515 0 0 0.59 0 0.505 0.738 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0.041 0.505 0 0 0 0], [0 0 0.082 0 0.261 0 0.819 0.738 0 0 0.436 0], [0 0 0 0 0 0.157 0.565 0 0 0 0 0.085]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11] trace | pi:
[0 1 7 3 7 5 6 7 8 7 7 11], [0 1 7 3 7 2 6 7 8 7 2 11], [0 1 7 3 7 2 10 7 8 7 2 11], [0 1 7 3 7 2 10 7 8 7 2 5], [0 1 7 3 7 2 9 7 8 7 2 5], [0 1 7 3 7 2 9 7 8 7 2 5], [0 1 7 3 7 2 9 7 8 7 2 5] | [0 1 7 3 7 2 9 7 8 7 2 5]
dijkstra
bfs: s: 13, A: [[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 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 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 1 1 0 0 0 1 1 0], [0 0 0 0 0 1 0 0 1 1 0 1 1 0 1], [0 1 0 0 0 0 0 1 0 0 0 1 0 1 0], [0 0 0 0 1 0 1 1 0 0 0 1 1 1 1], [0 1 0 0 1 1 0 0 1 0 1 1 0 1 1], [0 0 0 0 0 1 0 0 0 0 0 1 1 0 0], [0 0 0 0 0 0 0 0 1 0 1 0 0 1 0], [0 0 0 0 0 1 1 1 1 1 0 1 1 0 1], [0 1 1 0 1 1 0 1 0 1 0 1 1 1 0], [0 0 0 0 1 0 1 1 1 0 1 0 1 0 1], [0 0 0 0 0 1 0 1 1 0 0 1 0 1 1]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14] trace | pi:
[0 1 2 3 13 5 13 13 13 9 13 11 13 13 13], [0 6 12 3 13 8 13 13 13 12 13 6 13 13 13] | [0 6 12 1 13 8 13 13 13 12 13 6 13 13 13]
bfs
topological_sort: A: [[0 1 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 0 0], [1 0 0 0 1 0 0 0 0 1 1 0 0 1 0], [0 1 0 0 0 1 0 0 0 1 1 0 0 0 0], [0 1 0 1 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 0], [0 1 0 1 0 0 0 0 0 0 1 0 1 0 0], [0 1 0 1 1 0 0 0 1 1 0 1 0 0 0], [1 0 0 1 0 0 1 0 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 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 0 0 0], [0 1 0 1 0 0 1 0 1 0 1 1 0 0 0], [0 0 1 1 1 0 1 0 0 1 0 1 0 1 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], 0 trace | topo, topo_head:
[0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], 0, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], 0, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], 0, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], 5, [0 5 2 3 4 5 6 7 8 9 10 11 12 13 14], 1, [0 5 2 3 4 5 6 7 8 9 10 11 12 13 14], 1, [0 5 2 3 4 5 6 7 8 1 10 11 12 13 14], 9, [9 5 2 3 4 5 6 7 8 1 10 11 12 13 14], 0, [9 5 2 3 4 5 6 7 8 1 10 11 12 13 14], 0, [9 5 2 3 4 5 6 7 8 1 10 11 12 13 14], 0, [9 5 2 3 4 5 6 7 8 1 10 11 12 13 14], 0, [9 5 2 3 4 5 6 7 8 1 10 11 12 13 14], 0, [9 5 2 3 4 5 6 7 8 1 10 11 12 13 14], 0, [9 5 2 3 4 5 6 7 8 1 0 11 12 13 14], 10, [9 5 2 10 4 5 6 7 8 1 0 11 12 13 14], 3, [9 5 2 10 4 5 6 7 8 1 0 11 12 13 14], 3, [9 5 2 10 4 5 6 7 8 1 0 11 12 13 14], 3, [9 5 2 10 4 5 6 7 8 1 0 11 3 13 14], 12, [9 5 2 10 4 5 12 7 8 1 0 11 3 13 14], 6, [9 5 2 10 6 5 12 7 8 1 0 11 3 13 14], 4, [9 5 2 10 6 5 12 7 8 1 0 11 3 13 14], 4, [9 5 2 10 6 5 12 7 8 1 0 11 3 13 14], 4, [9 5 2 10 6 5 12 7 4 1 0 11 3 13 14], 8, [9 5 2 10 6 5 12 7 4 1 0 11 3 13 14], 8, [9 5 2 10 6 5 12 7 4 1 0 8 3 13 14], 11, [9 5 2 10 6 5 12 7 4 1 0 8 3 11 14], 13, [9 5 13 10 6 5 12 7 4 1 0 8 3 11 14], 2, [9 5 13 10 6 5 12 7 4 1 0 8 3 11 14], 2, [9 5 13 10 6 5 12 7 4 1 0 8 3 11 14], 2, [9 5 13 10 6 5 12 2 4 1 0 8 3 11 14], 7, [9 5 13 10 6 5 12 2 4 1 0 8 3 11 14], 7, [9 5 13 10 6 5 12 2 4 1 0 8 3 11 14], 7 | [9 5 13 10 6 5 12 2 4 1 0 8 3 11 7], 14
topological_sort
find_maximum_subarray_kadane: key: [-0.447 -0.084 -0.639 0.779 -0.139 0.745 -0.01 0.081 -0.168 0.577 0.77 0.656 -0.981 -0.56 0.731 0.765 -0.639 0.496 -0.412], initial_trace: (0, 0) trace | (best_low, best_high):
(1, 1), (1, 1), (3, 3), (3, 3), (3, 5), (3, 5), (3, 7), (3, 7), (3, 9), (3, 10), (3, 11), (3, 11), (3, 11), (3, 11), (3, 11), (3, 11), (3, 11) | (3, 11)
find_maximum_subarray_kadane
quickselect: key: [0.32 0.714 0.706 0.443 0.828 0.667 0.068 0.806 0.95 0.679 0.241 0.403], initial_trace: 11 trace | pivot:
11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 3, 3, 3, 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 2, 2, 2, 2, 2, 9 | 9
quickselect
bfs: s: 22, A: [[0 0 0 1 0 1 0 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 1 0 0], [0 1 0 1 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 1 0 1 1 1 1 0 0 0], [0 0 1 1 0 0 1 0 1 1 1 0 0 1 0 0 0 0 0 0 1 1 0 0 0 1 0 1 0 0 0], [1 1 1 1 0 0 0 1 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 0 0 1 0 0 0 0 1 0 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 1 0 1 1 1 1 0 0 0 1 0 0], [0 1 1 0 0 0 1 0 0 0 0 0 0 0 1 1 1 0 0 1 0 0 1 0 0 0 0 0 0 1 1], [1 0 0 1 0 0 0 1 1 1 0 0 0 0 0 1 0 1 0 0 1 0 0 0 1 0 0 1 0 0 1], [1 0 1 0 0 1 0 1 1 0 0 0 1 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 1 0 1 0 0 1 0 0 1 0 1 1 0 1 0 0 0 0 1 0 1 0 0 1 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 1 0 0 0 0], [1 1 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 1 1 0 1 0 1 1 0 0 0 0 1 0 0], [0 0 0 0 0 1 0 0 1 1 0 0 1 1 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 0 1 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 1 0 1 1 0 0], [0 0 0 1 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 0 1 0 0 1 0], [0 0 0 0 1 0 1 1 0 1 1 0 0 0 0 1 0 1 0 0 0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 1 0 0 0 0 1 1 0 0], [0 0 0 1 0 0 0 1 0 0 0 1 0 0 1 1 0 1 0 1 0 0 0 0 0 0 1 0 0 1 1], [0 0 0 0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 1 0], [0 0 0 0 0 1 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 1 1 0 0 0 0 1 0 1 0 1 0 0 0 0 1 0 0 0 0 0 0 1 1 0 0 0 1 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 0 1 0 1 0 0 0], [1 1 0 0 0 1 1 0 1 1 0 1 0 0 0 0 1 0 0 0 0 0 1 0 1 0 0 1 1 0 1], [0 0 0 0 0 1 0 0 0 0 0 1 1 0 0 0 0 0 1 0 1 0 0 1 0 0 0 1 0 0 0], [0 1 0 0 0 1 0 1 0 0 0 0 0 0 1 1 0 0 1 0 1 0 1 0 0 0 0 0 0 0 0], [0 1 1 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 1 0], [0 1 0 0 0 0 0 0 0 0 1 0 1 0 1 1 0 1 0 0 0 0 0 0 0 0 1 0 0 1 0], [1 1 1 0 0 0 0 1 0 1 0 0 0 1 0 0 1 0 0 0 0 1 1 1 0 1 0 1 0 1 0], [1 0 0 0 0 1 0 0 0 0 0 1 0 1 0 0 1 0 0 1 1 0 1 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 1 1 0 0 0 0 0 0 1 1 1 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 0 0 0 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30] trace | pi:
[22 22 2 3 4 22 22 7 22 22 10 22 12 13 14 15 22 17 18 19 20 21 22 23 22 25 26 22 22 29 22] | [22 22 6 0 9 22 22 0 22 22 9 22 5 9 6 6 22 11 8 5 1 5 22 5 22 1 1 22 22 6 22]
bfs
segments_intersect: x: [0.641 0.549 0.004 0.725], y: [0.667 0.826 0.452 0.959] intersect:
0
segments_intersect
articulation_points: A: [[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 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0]], initial_trace: [0 0 0 0 0 0 0 0 0 0] trace | is_cut:
[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0] | [0 0 0 0 0 0 0 0 0 0]
articulation_points
bfs: s: 13, A: [[0 0 0 1 0 1 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 0 1 0 1 0 1 0 1 0 0 0 1 1 0 0 0 0 0 1 0 0 1 0 1], [0 0 0 0 0 1 1 1 0 1 1 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 1], [1 0 0 1 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1], [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 0 0 0 0 0], [1 0 1 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0], [1 0 1 0 0 0 1 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 1], [0 0 1 0 0 1 0 0 0 0 0 1 1 0 1 1 0 0 0 0 0 0 0 0 1 1 0 1 0 0 1], [0 1 0 0 0 0 0 0 1 1 0 0 1 1 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 1 1 1 1 1 0 1 1 0 0 0 0 0 1 0 0 1 0 1 0 0 0 0], [0 1 1 0 0 0 1 0 0 1 0 0 1 0 1 0 0 1 0 0 0 1 0 0 1 0 0 1 0 1 0], [0 0 0 0 0 0 0 1 0 1 0 1 1 0 0 0 0 0 0 1 0 0 0 1 0 0 0 1 0 1 0], [0 1 1 1 0 0 1 1 1 1 1 1 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 1 1 0], [0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1], [0 1 0 1 1 0 0 1 0 1 1 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 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 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 1 0 0 0 0 0 0 0 0 1 0 0 0 0 1 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 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 0 0 0 1 1 0 0 0 0 1 0 0 0 0 0 1 0], [0 0 1 0 0 0 0 0 0 0 0 0 1 1 1 0 1 0 0 0 0 1 0 1 0 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 1 0], [1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 1 1 0], [1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1 1 0 0 1 0 0 1 0 0 1 1], [0 0 0 0 0 0 1 1 0 1 1 0 0 0 0 0 0 1 0 0 0 0 1 0 0 1 0 0 0 0 1], [0 1 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 1 0 0], [0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 1 0 1 1 0 1 0 0 1 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 0 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0], [1 1 0 0 0 0 0 0 1 0 0 0 1 0 0 0 1 0 0 0 0 0 1 0 0 1 0 0 0 0 0], [0 0 0 1 0 1 0 0 0 0 1 1 1 0 0 1 0 0 0 1 0 1 1 1 0 0 0 0 0 0 0], [0 1 1 1 0 0 1 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 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 28 29 30] trace | pi:
[0 1 2 3 4 13 6 7 13 9 10 11 12 13 14 15 16 17 18 19 13 21 22 23 24 25 26 27 28 29 13], [5 8 5 30 4 13 30 5 13 8 10 11 8 13 20 15 20 17 18 19 13 20 22 20 30 5 20 27 8 5 13] | [5 8 5 30 14 13 30 5 13 8 1 7 8 13 20 0 20 24 1 1 13 20 0 20 30 5 20 7 8 5 13]
bfs
heapsort: key: [0.424 0.413 0.061 0.33], initial_trace: [0.424 0.413 0.061 0.33] trace | pred:
[0.424 0.413 0.061 0.33], [0.424 0.413 0.061 0.33], [0.424 0.413 0.061 0.33], [0.424 0.413 0.061 0.33], [0.33 0.413 0.061 0.424], [0.413 0.33 0.061 0.424], [0.413 0.33 0.061 0.424], [0.061 0.33 0.413 0.424], [0.33 0.061 0.413 0.424], [0.33 0.061 0.413 0.424], [0.061 0.33 0.413 0.424] | [0.061 0.33 0.413 0.424]
heapsort
segments_intersect: x: [0.331 0.596 0.685 0.126], y: [0.205 0.864 0.681 0.862] intersect:
1
segments_intersect
heapsort: key: [0.345 0.39 0.136 0.341 0.084], initial_trace: [0.345 0.39 0.136 0.341 0.084] trace | pred:
[0.345 0.39 0.136 0.341 0.084], [0.345 0.39 0.136 0.341 0.084], [0.345 0.39 0.136 0.341 0.084], [0.345 0.39 0.136 0.341 0.084], [0.39 0.345 0.136 0.341 0.084], [0.39 0.345 0.136 0.341 0.084], [0.084 0.345 0.136 0.341 0.39], [0.345 0.084 0.136 0.341 0.39], [0.345 0.341 0.136 0.084 0.39], [0.345 0.341 0.136 0.084 0.39], [0.084 0.341 0.136 0.345 0.39], [0.341 0.084 0.136 0.345 0.39], [0.341 0.084 0.136 0.345 0.39], [0.136 0.084 0.341 0.345 0.39], [0.136 0.084 0.341 0.345 0.39], [0.084 0.136 0.341 0.345 0.39] | [0.084 0.136 0.341 0.345 0.39]
heapsort
dfs: A: [[0 1 1 1 1 0 0 0 0 0 0], [1 1 0 0 0 1 0 1 1 1 1], [1 1 1 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 1 0 1 0], [0 1 0 0 1 1 0 0 0 0 1], [0 0 0 1 1 1 0 0 0 0 0], [1 1 0 1 1 0 0 0 0 1 0], [0 0 0 0 1 0 1 1 0 0 0], [1 1 0 0 0 1 0 1 0 0 1], [0 0 1 1 0 0 1 0 0 0 1], [0 0 1 1 0 0 0 0 1 0 1]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10] trace | pi:
[0 1 2 3 4 5 6 7 8 9 10], [0 0 2 3 4 5 6 7 8 9 10], [0 0 2 3 4 5 6 7 8 9 10], [0 0 2 3 4 1 6 7 8 9 10], [0 0 2 3 4 1 6 7 8 9 10], [0 0 2 5 4 1 6 7 8 9 10], [0 0 2 5 4 1 6 7 8 9 10], [0 0 2 5 4 1 6 3 8 9 10], [0 0 2 5 4 1 6 3 8 9 10], [0 0 2 5 7 1 6 3 8 9 10], [0 0 2 5 7 1 6 3 8 9 10], [0 0 2 5 7 1 6 3 8 9 4], [0 0 2 5 7 1 6 3 8 9 4], [0 0 10 5 7 1 6 3 8 9 4], [0 0 10 5 7 1 6 3 8 9 4], [0 0 10 5 7 1 6 3 8 9 4], [0 0 10 5 7 1 6 3 10 9 4], [0 0 10 5 7 1 6 3 10 9 4], [0 0 10 5 7 1 6 3 10 9 4], [0 0 10 5 7 1 6 3 10 9 4], [0 0 10 5 7 1 6 3 10 9 4], [0 0 10 5 7 1 7 3 10 9 4], [0 0 10 5 7 1 7 3 10 9 4], [0 0 10 5 7 1 7 3 10 6 4], [0 0 10 5 7 1 7 3 10 6 4], [0 0 10 5 7 1 7 3 10 6 4], [0 0 10 5 7 1 7 3 10 6 4], [0 0 10 5 7 1 7 3 10 6 4], [0 0 10 5 7 1 7 3 10 6 4], [0 0 10 5 7 1 7 3 10 6 4], [0 0 10 5 7 1 7 3 10 6 4] | [0 0 10 5 7 1 7 3 10 6 4]
dfs
binary_search: key: [0.067 0.103 0.104 0.108 0.147 0.195 0.213 0.292 0.316 0.39 0.456 0.493 0.504 0.579 0.603 0.681 0.688 0.736 0.741 0.775 0.793 0.808 0.812 0.822 0.899 0.964 0.976 0.99], target: 0.392, initial_trace: (0, 27) trace | (low, high):
(0, 13), (7, 13), (7, 10), (9, 10) | (10, 10)
binary_search
find_maximum_subarray_kadane: key: [-0.496 0.679 0.428 0.448 0.138 0.379 0.59 0.484 -0.834 -0.134 -0.404 0.141], initial_trace: (0, 0) trace | (best_low, best_high):
(1, 1), (1, 2), (1, 3), (1, 4), (1, 5), (1, 6), (1, 7), (1, 7), (1, 7), (1, 7) | (1, 7)
find_maximum_subarray_kadane
segments_intersect: x: [0.15 0.275 0.044 0.944], y: [0.298 0.833 0.581 0.616] intersect:
1
segments_intersect
lcs_length: string: [0 0 0 0 0 1 1 1 1 1], key: [3 2 2 3 2 3 3 1 2 3], initial_trace: [[-1 -1 -1 -1 -1 0 0 2 2 0], [-1 -1 -1 -1 -1 1 0 0 0 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 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 0 0 2 2 0], [-1 -1 -1 -1 -1 1 1 1 0 1], [-1 -1 -1 -1 -1 1 2 1 0 1], [-1 -1 -1 -1 -1 0 0 1 1 0], [-1 -1 -1 -1 -1 1 2 1 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 0 0 2 2 0], [-1 -1 -1 -1 -1 1 1 1 0 2], [-1 -1 -1 -1 -1 1 1 1 0 1], [-1 -1 -1 -1 -1 0 0 2 1 0], [-1 -1 -1 -1 -1 1 1 2 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 0 0 2 2 0], [-1 -1 -1 -1 -1 1 1 1 0 2], [-1 -1 -1 -1 -1 1 1 1 0 1], [-1 -1 -1 -1 -1 0 0 2 1 0], [-1 -1 -1 -1 -1 1 1 1 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 0 0 2 2 0], [-1 -1 -1 -1 -1 1 1 1 0 2], [-1 -1 -1 -1 -1 1 1 1 0 1], [-1 -1 -1 -1 -1 0 0 2 1 0], [-1 -1 -1 -1 -1 1 1 1 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]]
lcs_length
quickselect: key: [0.358 0.582 0.477 0.739 0.964 0.511 0.601 0.798 0.531 0.386 0.772 0.745], initial_trace: 11 trace | pivot:
11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 9, 9, 9, 9, 9, 9, 9, 9, 1, 1, 1, 1, 1, 1, 6 | 6
quickselect
find_maximum_subarray_kadane: key: [-0.687 0.762 -0.553 0.791 -0.693 0.836 -0.257 -0.053 0.485 -0.892], initial_trace: (0, 0) trace | (best_low, best_high):
(1, 1), (1, 1), (1, 3), (1, 3), (1, 5), (1, 5), (1, 5), (1, 8) | (1, 8)
find_maximum_subarray_kadane
floyd_warshall: A: [[0.134 0 0 0 0.417], [0 0.929 0.765 0 0], [0 0.765 0 0 0], [0 0 0 0 0], [0.417 0 0 0 0.558]], initial_trace: [[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 2], [3 3 3 3 3], [4 4 4 4 4]] trace | Pi:
[[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 2], [3 3 3 3 3], [4 4 4 4 4]], [[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 2], [3 3 3 3 3], [4 4 4 4 4]], [[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 2], [3 3 3 3 3], [4 4 4 4 4]] | [[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 2], [3 3 3 3 3], [4 4 4 4 4]]
floyd_warshall
bellman_ford: s: 10, A: [[0 0 0 0 0 0.302 0 0.093 0 0 0.4 0.473], [0 0.371 0 0.664 0.276 0 0 0.862 0 0 0 0], [0 0 0.571 0.302 0 0.148 0.666 0.725 0.319 0.247 0 0], [0 0.664 0.302 0 0.806 0.151 0 0 0 0.779 0.763 0], [0 0.276 0 0.806 0 0 0 0 0 0 0.914 0], [0.302 0 0.148 0.151 0 0 0.319 0 0 0.129 0.424 0.197], [0 0 0.666 0 0 0.319 0.726 0.216 0 0 0 0], [0.093 0.862 0.725 0 0 0 0.216 0 0 0 0 0], [0 0 0.319 0 0 0 0 0 0 0 0.643 0], [0 0 0.247 0.779 0 0.129 0 0 0 0.77 0 0], [0.4 0 0 0.763 0.914 0.424 0 0 0.643 0 0 0], [0.473 0 0 0 0 0.197 0 0 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11] trace | pi:
[10 1 2 10 10 10 6 7 10 9 10 11], [10 4 5 5 10 10 5 0 10 5 10 5] | [10 4 5 5 10 10 7 0 10 5 10 5]
bellman_ford
bubble_sort: key: [0.9 0.215 0.062 0.809 0.474], initial_trace: [0.9 0.215 0.062 0.809 0.474] trace | pred:
[0.9 0.215 0.062 0.474 0.809], [0.9 0.215 0.062 0.474 0.809], [0.9 0.062 0.215 0.474 0.809], [0.062 0.9 0.215 0.474 0.809], [0.062 0.9 0.215 0.474 0.809], [0.062 0.9 0.215 0.474 0.809], [0.062 0.215 0.9 0.474 0.809], [0.062 0.215 0.9 0.474 0.809], [0.062 0.215 0.474 0.9 0.809] | [0.062 0.215 0.474 0.809 0.9]
bubble_sort
find_maximum_subarray_kadane: key: [-0.298 -0.145 -0.268 0.399], initial_trace: (0, 0) trace | (best_low, best_high):
(1, 1), (1, 1) | (3, 3)
find_maximum_subarray_kadane
kmp_matcher: string: [0 0 0 0 1], key: [1 2 2 0 2], initial_trace: 0 trace | s:
0 | 1
kmp_matcher
binary_search: key: [0.238 0.438 0.577 0.628], target: 0.779, initial_trace: (0, 3) trace | (low, high):
(2, 3) | (3, 3)
binary_search
kmp_matcher: string: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1], key: [0 1 1 0 0 0 3 1 3 0 2 0 1 0 3 3 1 0 0], initial_trace: 0 trace | s:
0, 0, 0, 0, 0, 0, 1 | 2
kmp_matcher
quickselect: key: [0.623 0.721 0.803 0.567 0.129 0.744 0.464 0.385 0.704 0.906 0.708 0.476 0.139 0.829 0.194 0.635 0.479 0.176 0.814 0.348 0.793 0.953 0.135], 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, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 19, 7, 7, 7, 7, 7, 7, 7, 7, 7, 8, 8, 8, 8, 8, 8, 8, 8, 6, 6, 6, 6, 6, 6, 11, 11, 11, 11, 11, 3, 3, 3, 3, 15, 15 | 0
quickselect
graham_scan: x: [-1.37 0.132 -0.832 -0.047], y: [-0 -1.38 1.01 1.12], initial_trace: [0 0 0 0] trace | in_hull:
[0 1 0 0], [0 1 0 0], [0 1 0 1], [0 1 1 1] | [1 1 1 1]
graham_scan
mst_prim: s: 0, A: [[0 0 0 0.221 0 0 0.28 0 0 0], [0 0.598 0.565 0 0 0 0 0 0 0], [0 0.565 0.235 0 0 0.799 0 0 0 0], [0.221 0 0 0 0.551 0 0 0.583 0.177 0.67], [0 0 0 0.551 0 0 0.848 0.859 0 0], [0 0 0.799 0 0 0.83 0 0 0 0], [0.28 0 0 0 0.848 0 0 0 0.31 0], [0 0 0 0.583 0.859 0 0 0 0.219 0], [0 0 0 0.177 0 0 0.31 0.219 0.321 0], [0 0 0 0.67 0 0 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9] trace | pi:
[0 1 2 0 4 5 0 7 8 9], [0 1 2 0 3 5 0 3 3 3], [0 1 2 0 3 5 0 8 3 3], [0 1 2 0 3 5 0 8 3 3], [0 1 2 0 3 5 0 8 3 3], [0 1 2 0 3 5 0 8 3 3] | [0 1 2 0 3 5 0 8 3 3]
mst_prim
quickselect: key: [0.839 0.639 0.449 0.75 0.3 0.073 0.05 0.673 0.294 0.076 0.399 0.466 0.689 0.193 0.148 0.726 0.363 0.075 0.944], initial_trace: 18 trace | pivot:
18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 17, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 16, 16, 16, 16, 16, 16, 16 | 10
quickselect
mst_kruskal: A: [[0 0 0 0], [0 0 0 0], [0 0 0 0], [0 0 0 0.56]], initial_trace: [[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]]
mst_kruskal
mst_kruskal: A: [[0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0.0826 0], [0 0 0 0 0]], initial_trace: [[0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0]] trace | in_mst:
| [[0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0]]
mst_kruskal
task_scheduling: d: [9 5 8 7 6 7 11 13 7 4 13 4 4 14 7], w: [0.757 0.13 0.135 0.103 0.276 0.266 0.377 0.752 0.939 0.717 0.401 0.47 0.005 0.988 0.388], initial_trace: [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 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 1 0 0 0 0 1 0], [1 0 0 0 0 0 0 1 1 0 0 0 0 1 0], [1 0 0 0 0 0 0 1 1 0 0 0 0 1 0], [1 0 0 0 0 0 0 1 1 0 0 0 0 1 0], [1 0 0 0 0 0 0 1 1 0 1 0 0 1 0], [1 0 0 0 0 0 0 1 1 0 1 0 0 1 1], [1 0 0 0 0 0 1 1 1 0 1 0 0 1 1], [1 0 0 0 0 0 1 1 1 0 1 0 0 1 1], [1 0 0 0 0 0 1 1 1 0 1 0 0 1 1], [1 0 1 0 0 0 1 1 1 0 1 0 0 1 1], [1 0 1 0 0 0 1 1 1 0 1 0 0 1 1], [1 0 1 0 0 0 1 1 1 0 1 0 0 1 1] | [1 0 1 0 0 0 1 1 1 0 1 0 0 1 1]
task_scheduling
dfs: A: [[0 0 0 1 1 0 1 1 0 0], [0 1 0 0 1 0 1 1 0 1], [0 0 1 1 0 0 0 0 0 0], [1 1 1 0 1 0 1 0 1 0], [0 0 1 0 1 1 1 1 1 1], [1 1 1 1 1 0 0 0 0 1], [1 0 1 0 1 1 0 0 1 0], [0 1 1 1 0 1 1 0 1 1], [0 1 1 0 0 0 1 1 0 1], [0 1 0 1 1 1 0 0 1 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 0 4 5 6 7 8 9], [0 1 2 0 4 5 6 7 8 9], [0 3 2 0 4 5 6 7 8 9], [0 3 2 0 4 5 6 7 8 9], [0 3 2 0 1 5 6 7 8 9], [0 3 2 0 1 5 6 7 8 9], [0 3 4 0 1 5 6 7 8 9], [0 3 4 0 1 5 6 7 8 9], [0 3 4 0 1 5 6 7 8 9], [0 3 4 0 1 4 6 7 8 9], [0 3 4 0 1 4 6 7 8 9], [0 3 4 0 1 4 6 7 8 5], [0 3 4 0 1 4 6 7 8 5], [0 3 4 0 1 4 6 7 9 5], [0 3 4 0 1 4 6 7 9 5], [0 3 4 0 1 4 8 7 9 5], [0 3 4 0 1 4 8 7 9 5], [0 3 4 0 1 4 8 7 9 5], [0 3 4 0 1 4 8 8 9 5], [0 3 4 0 1 4 8 8 9 5], [0 3 4 0 1 4 8 8 9 5], [0 3 4 0 1 4 8 8 9 5], [0 3 4 0 1 4 8 8 9 5], [0 3 4 0 1 4 8 8 9 5], [0 3 4 0 1 4 8 8 9 5], [0 3 4 0 1 4 8 8 9 5], [0 3 4 0 1 4 8 8 9 5] | [0 3 4 0 1 4 8 8 9 5]
dfs
matrix_chain_order: p: [0.568 0.277 0.46 0.904], initial_trace: [[0 0 0 0], [0 0 0 0], [0 0 0 0], [0 0 0 0]] trace | s:
[[0 0 0 0], [0 0 1 0], [0 0 0 2], [0 0 0 0]] | [[0 0 0 0], [0 0 1 1], [0 0 0 2], [0 0 0 0]]
matrix_chain_order
graham_scan: x: [0.416 0.05 -1.24 -0.406 -1.33 0.661 1.44 1.06 -0.155 1.64 1.08 -1.01], y: [0.643 1.91 0.056 0.406 -1.45 1.29 0.267 0.6 -1.68 -0.649 1.64 -1.27], initial_trace: [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 1 0 0 0], [0 0 0 0 0 0 0 0 1 1 0 0], [0 0 0 0 0 0 1 0 1 1 0 0], [0 0 0 0 0 0 1 1 1 1 0 0], [0 0 0 0 0 0 1 0 1 1 0 0], [0 0 0 0 0 0 1 0 1 1 1 0], [0 0 0 0 0 1 1 0 1 1 1 0], [1 0 0 0 0 1 1 0 1 1 1 0], [0 0 0 0 0 1 1 0 1 1 1 0], [0 0 0 0 0 0 1 0 1 1 1 0], [0 1 0 0 0 0 1 0 1 1 1 0], [0 1 0 1 0 0 1 0 1 1 1 0], [0 1 0 0 0 0 1 0 1 1 1 0], [0 1 1 0 0 0 1 0 1 1 1 0], [0 1 1 0 0 0 1 0 1 1 1 1], [0 1 1 0 0 0 1 0 1 1 1 0] | [0 1 1 0 1 0 1 0 1 1 1 0]
graham_scan
jarvis_march: x: [0.912 -1.53 -0.267 -1.21 -1.42 -0.553 -1.64 -1.05 -1.02 -0.614], y: [1.51 0.905 1.05 -0.152 -0.711 -0.568 -0.327 0.657 -1.15 0.426], initial_trace: [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 1 0], [0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 1 0 0 1 0], [0 0 0 0 0 1 0 0 1 0], [0 0 0 0 0 1 0 0 1 0], [0 0 0 0 0 1 0 0 1 0], [0 0 0 0 0 1 0 0 1 0], [0 0 0 0 0 1 0 0 1 0], [0 0 0 0 0 1 0 0 1 0], [0 0 0 0 0 1 0 0 1 0], [0 0 0 0 0 1 0 0 1 0], [0 0 0 0 0 1 0 0 1 0], [0 0 0 0 0 1 0 0 1 0], [1 0 0 0 0 1 0 0 1 0], [1 0 0 0 0 1 0 0 1 0], [1 0 0 0 0 1 0 0 1 0], [1 0 0 0 0 1 0 0 1 0], [1 0 0 0 0 1 0 0 1 0], [1 0 0 0 0 1 0 0 1 0], [1 0 0 0 0 1 0 0 1 0], [1 0 0 0 0 1 0 0 1 0], [1 0 0 0 0 1 0 0 1 0], [1 0 0 0 0 1 0 0 1 0], [1 0 0 0 0 1 0 0 1 0], [1 1 0 0 0 1 0 0 1 0], [1 1 0 0 0 1 0 0 1 0], [1 1 0 0 0 1 0 0 1 0], [1 1 0 0 0 1 0 0 1 0], [1 1 0 0 0 1 0 0 1 0], [1 1 0 0 0 1 0 0 1 0], [1 1 0 0 0 1 0 0 1 0], [1 1 0 0 0 1 0 0 1 0], [1 1 0 0 0 1 0 0 1 0], [1 1 0 0 0 1 0 0 1 0], [1 1 0 0 0 1 0 0 1 0], [1 1 0 0 0 1 1 0 1 0], [1 1 0 0 0 1 1 0 1 0], [1 1 0 0 0 1 1 0 1 0], [1 1 0 0 0 1 1 0 1 0], [1 1 0 0 0 1 1 0 1 0], [1 1 0 0 0 1 1 0 1 0], [1 1 0 0 0 1 1 0 1 0], [1 1 0 0 0 1 1 0 1 0], [1 1 0 0 0 1 1 0 1 0], [1 1 0 0 0 1 1 0 1 0], [1 1 0 0 0 1 1 0 1 0], [1 1 0 0 1 1 1 0 1 0], [1 1 0 0 1 1 1 0 1 0], [1 1 0 0 1 1 1 0 1 0], [1 1 0 0 1 1 1 0 1 0], [1 1 0 0 1 1 1 0 1 0], [1 1 0 0 1 1 1 0 1 0], [1 1 0 0 1 1 1 0 1 0], [1 1 0 0 1 1 1 0 1 0], [1 1 0 0 1 1 1 0 1 0], [1 1 0 0 1 1 1 0 1 0] | [1 1 0 0 1 1 1 0 1 0]
jarvis_march
activity_selector: s: [0.06 0.872 0.01 0.253 0.828 0.113 0.188 0.139 0.35 0.219 0.439 0.26 0.321 0.416 0.309 0.056 0.08 0.228 0.191 0.181 0.376 0.646 0.587 0.537 0.662 0.59 0.077 0.181 0.055 0.01 0.054], f: [0.236 0.9 0.044 0.952 0.99 0.636 0.37 0.849 0.615 0.392 0.692 0.702 0.448 0.762 0.818 0.722 0.195 0.448 0.901 0.908 0.906 0.837 0.882 0.97 0.799 0.929 0.418 0.225 0.74 0.924 0.283], 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:
[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 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 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 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 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 1 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 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 1 0 0 0 0 0 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 1 0 0 0 0 0 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 1 0 0 0 0 0 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 1 0 0 0 0 0 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 1 0 0 0 0 0 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 1 0 0 0 0 0 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 1 0 0 0 0 0 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 1 0 0 0 0 0 0 1 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 1 0 0 0 0 0 0 1 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 1 0 0 0 0 0 0 1 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 1 0 0 0 0 0 0 1 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 1 0 0 0 0 0 0 1 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 1 0 0 0 0 0 0 1 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 1 0 0 0 0 0 0 1 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 1 0 0 0 0 0 0 1 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 1 0 0 0 0 0 0 1 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0] | [0 1 1 0 0 0 0 0 0 1 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0]
activity_selector
naive_string_matcher: string: [0 0 0 1], key: [2 2 2 2], initial_trace: 0 trace | s:
| 0
naive_string_matcher
insertion_sort: key: [0.351 0.329 0.725 0.303 0.211 0.483 0.574 0.977 0.006 0.311 0.309 0.511 0.465 0.568 0.397 0.76 0.134 0.918 0.831 0.595 0.634 0.664 0.513], initial_trace: [0.351 0.329 0.725 0.303 0.211 0.483 0.574 0.977 0.006 0.311 0.309 0.511 0.465 0.568 0.397 0.76 0.134 0.918 0.831 0.595 0.634 0.664 0.513] trace | pred:
[0.329 0.351 0.725 0.303 0.211 0.483 0.574 0.977 0.006 0.311 0.309 0.511 0.465 0.568 0.397 0.76 0.134 0.918 0.831 0.595 0.634 0.664 0.513], [0.329 0.351 0.725 0.303 0.211 0.483 0.574 0.977 0.006 0.311 0.309 0.511 0.465 0.568 0.397 0.76 0.134 0.918 0.831 0.595 0.634 0.664 0.513], [0.303 0.329 0.351 0.725 0.211 0.483 0.574 0.977 0.006 0.311 0.309 0.511 0.465 0.568 0.397 0.76 0.134 0.918 0.831 0.595 0.634 0.664 0.513], [0.211 0.303 0.329 0.351 0.725 0.483 0.574 0.977 0.006 0.311 0.309 0.511 0.465 0.568 0.397 0.76 0.134 0.918 0.831 0.595 0.634 0.664 0.513], [0.211 0.303 0.329 0.351 0.483 0.725 0.574 0.977 0.006 0.311 0.309 0.511 0.465 0.568 0.397 0.76 0.134 0.918 0.831 0.595 0.634 0.664 0.513], [0.211 0.303 0.329 0.351 0.483 0.574 0.725 0.977 0.006 0.311 0.309 0.511 0.465 0.568 0.397 0.76 0.134 0.918 0.831 0.595 0.634 0.664 0.513], [0.211 0.303 0.329 0.351 0.483 0.574 0.725 0.977 0.006 0.311 0.309 0.511 0.465 0.568 0.397 0.76 0.134 0.918 0.831 0.595 0.634 0.664 0.513], [0.006 0.211 0.303 0.329 0.351 0.483 0.574 0.725 0.977 0.311 0.309 0.511 0.465 0.568 0.397 0.76 0.134 0.918 0.831 0.595 0.634 0.664 0.513], [0.006 0.211 0.303 0.311 0.329 0.351 0.483 0.574 0.725 0.977 0.309 0.511 0.465 0.568 0.397 0.76 0.134 0.918 0.831 0.595 0.634 0.664 0.513], [0.006 0.211 0.303 0.309 0.311 0.329 0.351 0.483 0.574 0.725 0.977 0.511 0.465 0.568 0.397 0.76 0.134 0.918 0.831 0.595 0.634 0.664 0.513], [0.006 0.211 0.303 0.309 0.311 0.329 0.351 0.483 0.511 0.574 0.725 0.977 0.465 0.568 0.397 0.76 0.134 0.918 0.831 0.595 0.634 0.664 0.513], [0.006 0.211 0.303 0.309 0.311 0.329 0.351 0.465 0.483 0.511 0.574 0.725 0.977 0.568 0.397 0.76 0.134 0.918 0.831 0.595 0.634 0.664 0.513], [0.006 0.211 0.303 0.309 0.311 0.329 0.351 0.465 0.483 0.511 0.568 0.574 0.725 0.977 0.397 0.76 0.134 0.918 0.831 0.595 0.634 0.664 0.513], [0.006 0.211 0.303 0.309 0.311 0.329 0.351 0.397 0.465 0.483 0.511 0.568 0.574 0.725 0.977 0.76 0.134 0.918 0.831 0.595 0.634 0.664 0.513], [0.006 0.211 0.303 0.309 0.311 0.329 0.351 0.397 0.465 0.483 0.511 0.568 0.574 0.725 0.76 0.977 0.134 0.918 0.831 0.595 0.634 0.664 0.513], [0.006 0.134 0.211 0.303 0.309 0.311 0.329 0.351 0.397 0.465 0.483 0.511 0.568 0.574 0.725 0.76 0.977 0.918 0.831 0.595 0.634 0.664 0.513], [0.006 0.134 0.211 0.303 0.309 0.311 0.329 0.351 0.397 0.465 0.483 0.511 0.568 0.574 0.725 0.76 0.918 0.977 0.831 0.595 0.634 0.664 0.513], [0.006 0.134 0.211 0.303 0.309 0.311 0.329 0.351 0.397 0.465 0.483 0.511 0.568 0.574 0.725 0.76 0.831 0.918 0.977 0.595 0.634 0.664 0.513], [0.006 0.134 0.211 0.303 0.309 0.311 0.329 0.351 0.397 0.465 0.483 0.511 0.568 0.574 0.595 0.725 0.76 0.831 0.918 0.977 0.634 0.664 0.513], [0.006 0.134 0.211 0.303 0.309 0.311 0.329 0.351 0.397 0.465 0.483 0.511 0.568 0.574 0.595 0.634 0.725 0.76 0.831 0.918 0.977 0.664 0.513], [0.006 0.134 0.211 0.303 0.309 0.311 0.329 0.351 0.397 0.465 0.483 0.511 0.568 0.574 0.595 0.634 0.664 0.725 0.76 0.831 0.918 0.977 0.513] | [0.006 0.134 0.211 0.303 0.309 0.311 0.329 0.351 0.397 0.465 0.483 0.511 0.513 0.568 0.574 0.595 0.634 0.664 0.725 0.76 0.831 0.918 0.977]
insertion_sort
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: [3 3 2 1 1 0 3 2 0 3 0 3 3 1 0 1 3 0 2 0 3 0 0 2 1 0 1 3 0 2 0], initial_trace: 0 trace | s:
1, 2, 3, 4, 5, 5, 6, 7, 8, 8, 9, 10, 10, 11, 12, 13, 14, 14, 14, 14, 14 | 14
naive_string_matcher
dfs: A: [[0 0 1 0 0 1 1 1 1 0 0 0 1 0 0 1 1 1 0 1 1 0 1], [0 1 1 1 1 1 0 0 1 1 0 0 1 1 1 1 0 0 0 1 1 0 1], [0 1 1 1 1 0 1 1 0 0 1 1 0 1 1 0 0 1 1 1 0 1 1], [0 0 1 0 1 1 0 1 1 0 0 1 1 0 0 1 1 1 0 0 1 0 0], [1 0 1 0 0 0 0 0 0 1 1 0 0 1 0 0 1 0 0 1 1 1 1], [1 0 1 1 0 0 0 0 1 1 0 1 1 1 0 0 1 1 1 1 1 0 0], [1 1 0 0 1 1 0 1 0 1 1 0 1 0 0 1 1 1 0 1 0 0 0], [1 1 0 1 0 0 1 1 1 1 0 1 1 1 0 1 1 1 0 1 1 1 1], [0 0 1 0 0 0 1 0 1 0 1 1 0 1 1 1 1 1 1 0 0 1 0], [1 0 0 1 0 0 0 0 0 1 1 0 0 1 0 0 1 1 0 0 1 0 1], [1 1 1 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 1 0 1 0 0], [1 1 1 1 0 1 0 1 0 0 1 0 1 0 0 0 1 1 1 1 1 1 1], [0 1 1 0 0 1 1 1 0 0 0 1 1 1 1 1 0 0 0 0 1 0 0], [1 1 0 1 0 1 1 1 0 0 1 1 1 1 1 0 1 1 1 1 0 0 0], [1 0 0 1 0 0 0 1 1 1 1 0 1 0 0 0 0 1 0 1 1 0 1], [1 1 1 0 0 0 0 1 0 1 1 1 0 0 1 0 0 0 1 1 0 1 1], [1 1 0 1 1 0 1 0 1 0 0 1 0 1 1 0 0 0 0 1 0 0 1], [1 1 1 0 1 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 0 1 0], [0 1 0 1 1 0 1 1 1 1 0 1 0 1 0 1 1 1 1 1 0 0 1], [1 1 0 1 0 1 1 0 1 0 0 0 1 0 0 0 1 0 1 1 0 1 0], [0 1 1 1 0 0 1 1 1 0 0 0 0 0 0 0 0 1 0 1 1 1 1], [0 1 0 1 1 1 0 1 1 0 0 0 0 0 1 0 0 0 0 1 1 1 0], [0 0 0 1 0 0 1 1 0 1 1 0 1 0 1 0 1 0 1 1 1 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] trace | pi:
[0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 1 0 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 1 0 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 2 0 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 2 0 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 2 0 1 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 2 0 1 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 2 0 1 3 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 2 0 1 3 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 2 0 1 3 5 6 7 8 4 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 2 0 1 3 5 6 7 8 4 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 2 0 1 3 5 6 7 8 4 9 11 12 13 14 15 16 17 18 19 20 21 22], [0 2 0 1 3 5 6 7 8 4 9 11 12 13 14 15 16 17 18 19 20 21 22], [0 2 0 1 3 5 6 7 8 4 9 11 12 13 14 15 10 17 18 19 20 21 22], [0 2 0 1 3 5 6 7 8 4 9 11 12 13 14 15 10 17 18 19 20 21 22], [0 2 0 1 3 5 16 7 8 4 9 11 12 13 14 15 10 17 18 19 20 21 22], [0 2 0 1 3 5 16 7 8 4 9 11 12 13 14 15 10 17 18 19 20 21 22], [0 2 0 1 3 6 16 7 8 4 9 11 12 13 14 15 10 17 18 19 20 21 22], [0 2 0 1 3 6 16 7 8 4 9 11 12 13 14 15 10 17 18 19 20 21 22], [0 2 0 1 3 6 16 7 5 4 9 11 12 13 14 15 10 17 18 19 20 21 22], [0 2 0 1 3 6 16 7 5 4 9 11 12 13 14 15 10 17 18 19 20 21 22], [0 2 0 1 3 6 16 7 5 4 9 8 12 13 14 15 10 17 18 19 20 21 22], [0 2 0 1 3 6 16 7 5 4 9 8 12 13 14 15 10 17 18 19 20 21 22], [0 2 0 1 3 6 16 11 5 4 9 8 12 13 14 15 10 17 18 19 20 21 22], [0 2 0 1 3 6 16 11 5 4 9 8 12 13 14 15 10 17 18 19 20 21 22], [0 2 0 1 3 6 16 11 5 4 9 8 7 13 14 15 10 17 18 19 20 21 22], [0 2 0 1 3 6 16 11 5 4 9 8 7 13 14 15 10 17 18 19 20 21 22], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 14 15 10 17 18 19 20 21 22], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 14 15 10 17 18 19 20 21 22], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 15 10 17 18 19 20 21 22], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 15 10 17 18 19 20 21 22], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 15 10 14 18 19 20 21 22], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 15 10 14 18 19 20 21 22], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 17 10 14 18 19 20 21 22], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 17 10 14 18 19 20 21 22], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 17 10 14 15 19 20 21 22], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 17 10 14 15 19 20 21 22], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 17 10 14 15 18 20 21 22], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 17 10 14 15 18 20 21 22], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 17 10 14 15 18 20 19 22], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 17 10 14 15 18 20 19 22], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 17 10 14 15 18 21 19 22], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 17 10 14 15 18 21 19 22], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 17 10 14 15 18 21 19 20], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 17 10 14 15 18 21 19 20], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 17 10 14 15 18 21 19 20], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 17 10 14 15 18 21 19 20], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 17 10 14 15 18 21 19 20], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 17 10 14 15 18 21 19 20], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 17 10 14 15 18 21 19 20], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 17 10 14 15 18 21 19 20], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 17 10 14 15 18 21 19 20], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 17 10 14 15 18 21 19 20], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 17 10 14 15 18 21 19 20], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 17 10 14 15 18 21 19 20], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 17 10 14 15 18 21 19 20], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 17 10 14 15 18 21 19 20], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 17 10 14 15 18 21 19 20], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 17 10 14 15 18 21 19 20], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 17 10 14 15 18 21 19 20], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 17 10 14 15 18 21 19 20], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 17 10 14 15 18 21 19 20], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 17 10 14 15 18 21 19 20], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 17 10 14 15 18 21 19 20], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 17 10 14 15 18 21 19 20], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 17 10 14 15 18 21 19 20], [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 17 10 14 15 18 21 19 20] | [0 2 0 1 3 6 16 11 5 4 9 8 7 12 13 17 10 14 15 18 21 19 20]
dfs
dfs: A: [[1 1 1 0 0], [1 0 1 0 1], [0 0 1 1 0], [0 0 1 0 0], [1 1 1 0 0]], 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 1 3 4], [0 0 1 3 4], [0 0 1 2 4], [0 0 1 2 4], [0 0 1 2 4], [0 0 1 2 4], [0 0 1 2 1], [0 0 1 2 1], [0 0 1 2 1], [0 0 1 2 1] | [0 0 1 2 1]
dfs
topological_sort: A: [[0 0 0 0 0 1 1 0 0 0 1 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 1 1 1 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], [1 0 0 0 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0], [0 0 1 0 0 1 0 0 0 1 0 1 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 1 0 0 1 0 1 0 0 0 0 0 0 0], [0 0 0 1 0 0 1 0 0 1 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 1 0 1 0 0 0 0 1 1 1 0 1 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 1 1 1 0 0 0 0 1 0 0 0 0 1 0 1], [1 0 0 1 0 0 0 1 0 1 0 0 1 0 0 0 0 0 0], [1 0 0 1 1 1 0 1 0 0 0 1 0 0 0 0 1 1 0], [1 1 0 0 0 1 1 0 0 1 1 0 0 0 0 0 0 0 0], [0 1 1 0 0 0 0 0 1 0 1 1 1 0 1 0 1 0 0], [1 0 1 0 0 1 1 1 1 0 0 0 0 0 0 0 1 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], 0 trace | topo, topo_head:
[0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], 0, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], 0, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], 5, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], 5, [0 1 2 3 4 5 5 7 8 9 10 11 12 13 14 15 16 17 18], 6, [0 1 2 3 4 5 5 7 8 9 10 11 12 13 14 15 16 17 18], 6, [0 1 2 3 4 5 5 7 8 9 6 11 12 13 14 15 16 17 18], 10, [10 1 2 3 4 5 5 7 8 9 6 11 12 13 14 15 16 17 18], 0, [10 1 2 3 4 5 5 7 8 9 6 11 12 13 14 15 16 17 18], 0, [10 1 2 3 4 5 5 7 8 9 6 11 12 13 14 15 16 17 18], 0, [10 1 2 3 4 5 5 7 8 9 6 11 12 13 14 15 16 17 18], 0, [10 1 2 3 4 5 5 7 8 9 6 11 12 13 14 15 16 17 18], 0, [10 1 2 3 4 5 5 7 8 9 6 11 12 13 14 15 16 17 18], 0, [10 1 2 3 4 5 5 7 8 0 6 11 12 13 14 15 16 17 18], 9, [10 1 2 9 4 5 5 7 8 0 6 11 12 13 14 15 16 17 18], 3, [10 1 2 9 4 5 5 7 3 0 6 11 12 13 14 15 16 17 18], 8, [10 8 2 9 4 5 5 7 3 0 6 11 12 13 14 15 16 17 18], 1, [10 8 2 9 4 5 5 7 3 0 6 11 12 13 14 15 16 17 18], 1, [10 8 2 9 4 5 5 7 3 0 6 11 12 13 14 15 16 17 18], 1, [10 8 2 9 4 5 5 7 3 0 6 11 12 13 14 15 16 17 18], 1, [10 8 2 9 4 5 5 7 3 0 6 11 1 13 14 15 16 17 18], 12, [10 8 12 9 4 5 5 7 3 0 6 11 1 13 14 15 16 17 18], 2, [10 8 12 9 4 5 5 7 3 0 6 11 1 13 14 15 16 17 18], 2, [10 8 12 9 4 5 5 7 3 0 6 11 1 13 14 15 16 17 18], 2, [10 8 12 9 4 5 5 7 3 0 6 11 1 13 14 15 16 17 18], 2, [10 8 12 9 4 5 5 7 3 0 6 2 1 13 14 15 16 17 18], 11, [10 8 12 9 11 5 5 7 3 0 6 2 1 13 14 15 16 17 18], 4, [10 8 12 9 11 5 5 7 3 0 6 2 1 13 14 15 16 17 18], 4, [10 8 12 9 11 5 5 7 3 0 6 2 1 13 14 15 16 17 18], 4, [10 8 12 9 11 5 5 4 3 0 6 2 1 13 14 15 16 17 18], 7, [10 8 12 9 11 5 5 4 3 0 6 2 1 13 14 15 16 17 18], 7, [10 8 12 9 11 5 5 4 3 0 6 2 1 13 14 15 16 17 18], 7, [10 8 12 9 11 5 5 4 3 0 6 2 1 13 14 15 16 17 18], 7, [10 8 12 9 11 5 5 4 3 0 6 2 1 13 14 15 7 17 18], 16, [10 8 12 9 11 5 5 4 3 0 6 2 1 13 14 15 7 17 18], 16, [10 8 12 9 11 5 5 4 3 0 6 2 1 13 14 15 7 17 16], 18, [10 8 12 9 11 5 5 4 3 0 6 2 1 18 14 15 7 17 16], 13, [10 8 12 9 11 5 5 4 3 0 6 2 1 18 14 15 7 17 16], 13, [10 8 12 9 11 5 5 4 3 0 6 2 1 18 14 15 7 17 16], 13, [10 8 12 9 11 5 5 4 3 0 6 2 1 18 13 15 7 17 16], 14, [10 8 12 9 11 5 5 4 3 0 6 2 1 18 13 15 7 17 16], 14, [10 8 12 9 11 5 5 4 3 0 6 2 1 18 13 15 7 17 16], 14, [10 8 12 9 11 5 5 4 3 0 6 2 1 18 13 15 7 17 16], 14, [10 8 12 9 11 5 5 4 3 0 6 2 1 18 13 15 7 14 16], 17 | [10 8 12 9 11 5 5 4 3 0 6 2 1 18 13 17 7 14 16], 15
topological_sort
bubble_sort: key: [0.052 0.73 0.968 0.459], initial_trace: [0.052 0.73 0.968 0.459] trace | pred:
[0.052 0.73 0.459 0.968], [0.052 0.459 0.73 0.968], [0.052 0.459 0.73 0.968], [0.052 0.459 0.73 0.968], [0.052 0.459 0.73 0.968] | [0.052 0.459 0.73 0.968]
bubble_sort
articulation_points: A: [[0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 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 0 0 0 1 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 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 1 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 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 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 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 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 1], [0 0 0 0 1 0 0 0 0 0 0 1], [0 0 0 0 1 0 0 0 0 0 0 1], [0 0 0 0 1 0 0 0 0 0 0 1], [0 0 0 0 1 0 0 0 0 0 0 1], [0 0 0 0 1 0 0 0 0 0 0 1], [0 0 0 0 1 0 0 0 0 0 0 1], [0 0 0 0 1 0 0 0 0 0 0 1], [0 0 0 0 1 0 0 0 0 0 0 1], [0 0 0 0 1 0 0 0 0 0 0 1] | [0 0 0 0 1 0 0 0 0 0 0 1]
articulation_points
heapsort: key: [0.627 0.446 0.368 0.064 0.152], initial_trace: [0.627 0.446 0.368 0.064 0.152] trace | pred:
[0.627 0.446 0.368 0.064 0.152], [0.627 0.446 0.368 0.064 0.152], [0.627 0.446 0.368 0.064 0.152], [0.627 0.446 0.368 0.064 0.152], [0.627 0.446 0.368 0.064 0.152], [0.152 0.446 0.368 0.064 0.627], [0.446 0.152 0.368 0.064 0.627], [0.446 0.152 0.368 0.064 0.627], [0.064 0.152 0.368 0.446 0.627], [0.368 0.152 0.064 0.446 0.627], [0.368 0.152 0.064 0.446 0.627], [0.064 0.152 0.368 0.446 0.627], [0.152 0.064 0.368 0.446 0.627], [0.152 0.064 0.368 0.446 0.627], [0.064 0.152 0.368 0.446 0.627] | [0.064 0.152 0.368 0.446 0.627]
heapsort
quickselect: key: [0.684 0.424 0.8 0.201 0.115 0.731 0.542 0.389 0.399 0.417 0.359 0.96 0.528 0.716 0.292 0.146 0.394 0.73 0.711 0.612 0.229 0.73 0.054 0.263 0.294 0.079 0.639 0.593 0.318 0.861 0.925], initial_trace: 30 trace | pivot:
30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 28, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 27, 27, 27, 27, 27, 27, 6, 6, 6, 1 | 1
quickselect
binary_search: key: [0.009 0.039 0.09 0.118 0.123 0.163 0.177 0.187 0.227 0.243 0.245 0.331 0.363 0.537 0.624 0.626 0.692 0.721 0.749 0.753 0.757 0.785 0.803 0.807 0.814 0.87 0.904 0.991], target: 0.013, initial_trace: (0, 27) trace | (low, high):
(0, 13), (0, 6), (0, 3), (0, 1) | (1, 1)
binary_search
floyd_warshall: A: [[0.645 0.611 0 0 0], [0.611 0.845 0 0 0], [0 0 0 0.165 0], [0 0 0.165 0.813 0], [0 0 0 0 0.606]], initial_trace: [[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 2], [3 3 3 3 3], [4 4 4 4 4]] trace | Pi:
[[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 2], [3 3 3 3 3], [4 4 4 4 4]], [[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 2], [3 3 3 3 3], [4 4 4 4 4]], [[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 2], [3 3 3 2 3], [4 4 4 4 4]] | [[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 2], [3 3 3 2 3], [4 4 4 4 4]]
floyd_warshall
task_scheduling: d: [2 10 4 8 3 1 7 6 8 2], w: [0.649 0.158 0.985 0.319 0.808 0.667 0.75 0.49 0.375 0.193], initial_trace: [0 0 0 0 0 0 0 0 0 0] trace | selected:
[0 0 1 0 0 0 0 0 0 0], [0 0 1 0 1 0 0 0 0 0], [0 0 1 0 1 0 1 0 0 0], [0 0 1 0 1 0 1 0 0 0], [0 0 1 0 1 0 1 0 0 0], [0 0 1 0 1 0 1 1 0 0], [0 0 1 0 1 0 1 1 1 0], [0 0 1 1 1 0 1 1 1 0], [0 0 1 1 1 0 1 1 1 0] | [0 1 1 1 1 0 1 1 1 0]
task_scheduling
mst_prim: s: 2, A: [[0 0 0 0.285 0], [0 0 0 0 0], [0 0 0 0 0], [0.285 0 0 0.439 0], [0 0 0 0 0]], initial_trace: [0 1 2 3 4] trace | pi:
| [0 1 2 3 4]
mst_prim
mst_prim: s: 27, A: [[0.616 0.377 0 0 0.512 0 0.908 0 0.315 0.475 0 0 0 0 0 0 0 0.649 0.761 0 0 0.7 0 0 0 0 0 0], [0.377 0.327 0 0 0.657 0 0 0 0 0.593 0.331 0 0.789 0 0 0 0 0 0.447 0 0 0 0 0 0 0.744 0.291 0], [0 0 0 0 0.073 0 0 0.327 0.209 0 0 0 0 0 0 0 0 0 0 0.465 0.319 0.814 0 0 0.391 0 0 0.587], [0 0 0 0.149 0 0 0 0 0.411 0 0 0 0 0.599 0 0 0 0.759 0.28 0 0 0 0 0 0 0.185 0.252 0], [0.512 0.657 0.073 0 0.035 0 0 0.185 0 0.172 0 0.953 0.735 0 0 0.083 0 0 0 0 0 0 0 0 0.26 0.831 0 0], [0 0 0 0 0 0.386 0 0 0 0 0 0 0 0 0 0 0 0.521 0.293 0 0 0 0 0 0.627 0 0.229 0], [0.908 0 0 0 0 0 0.035 0 0 0 0 0 0 0 0.889 0 0 0 0 0 0 0.21 0 0.43 0.696 0 0 0], [0 0 0.327 0 0.185 0 0 0.459 0 0.627 0 0 0 0 0 0 0 0.424 0 0.521 0 0 0 0 0 0 0 0.191], [0.315 0 0.209 0.411 0 0 0 0 0.371 0 0.422 0 0.747 0 0 0 0 0 0 0 0.072 0 0 0 0 0 0 0], [0.475 0.593 0 0 0.172 0 0 0.627 0 0.475 0 0 0 0 0 0.45 0.733 0.763 0 0 0 0 0 0 0 0.904 0 0], [0 0.331 0 0 0 0 0 0 0.422 0 0.664 0 0.672 0 0 0 0 0 0 0.651 0 0 0.985 0 0.033 0 0 0], [0 0 0 0 0.953 0 0 0 0 0 0 0.386 0.438 0.046 0 0 0 0 0 0 0 0 0 0 0 0 0.458 0.784], [0 0.789 0 0 0.735 0 0 0 0.747 0 0.672 0.438 0.745 0.638 0 0.514 0.294 0 0 0.513 0 0.677 0 0.679 0 0.116 0 0], [0 0 0 0.599 0 0 0 0 0 0 0 0.046 0.638 0.572 0.588 0 0.12 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0.889 0 0 0 0 0 0 0.588 0.95 0 0 0 0 0.615 0.43 0 0 0.559 0 0.829 0 0], [0 0 0 0 0.083 0 0 0 0 0.45 0 0 0.514 0 0 0.851 0 0 0 0.368 0 0.693 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0.733 0 0 0.294 0.12 0 0 0.032 0.159 0 0 0.631 0 0 0 0 0 0 0], [0.649 0 0 0.759 0 0.521 0 0.424 0 0.763 0 0 0 0 0 0 0.159 0.354 0 0 0 0 0.926 0 0 0 0 0.532], [0.761 0.447 0 0.28 0 0.293 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.648 0 0 0], [0 0 0.465 0 0 0 0 0.521 0 0 0.651 0 0.513 0 0.615 0.368 0 0 0 0.376 0.752 0 0.671 0 0 0 0 0.21], [0 0 0.319 0 0 0 0 0 0.072 0 0 0 0 0 0.43 0 0.631 0 0 0.752 0.341 0.705 0 0 0 0 0 0.551], [0.7 0 0.814 0 0 0 0.21 0 0 0 0 0 0.677 0 0 0.693 0 0 0 0 0.705 0 0 0.516 0 0 0 0.743], [0 0 0 0 0 0 0 0 0 0 0.985 0 0 0 0 0 0 0.926 0 0.671 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0.43 0 0 0 0 0 0.679 0 0.559 0 0 0 0 0 0 0.516 0 0 0 0.162 0 0], [0 0 0.391 0 0.26 0.627 0.696 0 0 0 0.033 0 0 0 0 0 0 0 0.648 0 0 0 0 0 0.645 0 0 0.121], [0 0.744 0 0.185 0.831 0 0 0 0 0.904 0 0 0.116 0 0.829 0 0 0 0 0 0 0 0 0.162 0 0 0 0], [0 0.291 0 0.252 0 0.229 0 0 0 0 0 0.458 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.258 0.191], [0 0 0.587 0 0 0 0 0.191 0 0 0 0.784 0 0 0 0 0 0.532 0 0.21 0.551 0.743 0 0 0.121 0 0.191 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 1 27 3 4 5 6 27 8 9 10 27 12 13 14 15 16 27 18 27 27 27 22 23 27 25 27 27], [0 1 24 3 24 24 24 27 8 9 24 27 12 13 14 15 16 27 24 27 27 27 22 23 27 25 27 27], [0 10 24 3 24 24 24 27 10 9 24 27 10 13 14 15 16 27 24 27 27 27 10 23 27 25 27 27], [0 10 7 3 7 24 24 27 10 7 24 27 10 13 14 15 16 7 24 27 27 27 10 23 27 25 27 27], [4 10 4 3 7 24 24 27 10 4 24 27 10 13 14 4 16 7 24 27 27 27 10 23 27 4 27 27], [4 10 4 3 7 24 24 27 2 4 24 27 10 13 14 4 16 7 24 27 2 27 10 23 27 4 27 27], [4 10 4 3 7 24 24 27 2 4 24 27 15 13 14 4 16 7 24 27 2 15 10 23 27 4 27 27], [9 10 4 3 7 24 24 27 2 4 24 27 15 13 14 4 9 7 24 27 2 15 10 23 27 4 27 27], [9 26 4 26 7 26 24 27 2 4 24 26 15 13 14 4 9 7 24 27 2 15 10 23 27 4 27 27], [8 26 4 26 7 26 24 27 2 4 24 26 15 13 14 4 9 7 24 27 8 15 10 23 27 4 27 27], [8 26 4 26 7 26 24 27 2 4 24 26 15 13 20 4 20 7 24 27 8 15 10 23 27 4 27 27], [8 26 4 26 7 26 24 27 2 4 24 26 19 13 20 4 20 7 24 27 8 15 19 23 27 4 27 27], [8 26 4 26 7 26 24 27 2 4 24 26 19 13 20 4 20 7 5 27 8 15 19 23 27 4 27 27], [8 26 4 26 7 26 24 27 2 4 24 26 19 3 20 4 20 7 3 27 8 15 19 23 27 3 27 27], [8 26 4 26 7 26 24 27 2 4 24 26 25 3 20 4 20 7 3 27 8 15 19 25 27 3 27 27], [8 26 4 26 7 26 24 27 2 4 24 12 25 3 20 4 12 7 3 27 8 12 19 25 27 3 27 27], [8 26 4 26 7 26 23 27 2 4 24 12 25 3 20 4 12 7 3 27 8 23 19 25 27 3 27 27], [8 26 4 26 7 26 23 27 2 4 24 12 25 3 20 4 12 7 3 27 8 23 19 25 27 3 27 27], [8 26 4 26 7 26 23 27 2 4 24 12 25 3 20 4 12 7 3 27 8 23 19 25 27 3 27 27], [8 26 4 26 7 26 23 27 2 4 24 12 25 16 20 4 12 16 3 27 8 23 19 25 27 3 27 27], [8 26 4 26 7 26 23 27 2 4 24 13 25 16 20 4 12 16 3 27 8 23 19 25 27 3 27 27], [8 26 4 26 7 26 23 27 2 4 24 13 25 16 20 4 12 16 3 27 8 23 19 25 27 3 27 27], [8 26 4 26 7 26 23 27 2 4 24 13 25 16 20 4 12 16 3 27 8 23 19 25 27 3 27 27], [8 26 4 26 7 26 23 27 2 4 24 13 25 16 20 4 12 16 3 27 8 23 19 25 27 3 27 27], [8 26 4 26 7 26 23 27 2 4 24 13 25 16 20 4 12 16 3 27 8 6 19 25 27 3 27 27], [8 26 4 26 7 26 23 27 2 4 24 13 25 16 20 4 12 16 3 27 8 6 19 25 27 3 27 27], [8 26 4 26 7 26 23 27 2 4 24 13 25 16 20 4 12 16 3 27 8 6 19 25 27 3 27 27] | [8 26 4 26 7 26 23 27 2 4 24 13 25 16 20 4 12 16 3 27 8 6 19 25 27 3 27 27]
mst_prim
binary_search: key: [0.128 0.21 0.227 0.318 0.416 0.494 0.628 0.661 0.688 0.705 0.867 0.975], target: 0.223, initial_trace: (0, 11) trace | (low, high):
(0, 5), (0, 2) | (2, 2)
binary_search
dag_shortest_paths: s: 7, A: [[0 0 0 0.522 0 0 0 0 0 0 0], [0 0 0.905 0.331 0 0 0 0 0 0 0], [0.709 0 0 0.103 0 0 0.286 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0.36 0.421 0.684 0 0 0 0 0 0.297 0 0], [0 0 0.334 0 0 0 0 0 0.961 0.135 0], [0.0332 0 0 0 0 0 0 0 0 0 0], [0.689 0.32 0 0.621 0.379 0 0 0 0 0 0.568], [0 0 0 0.569 0 0 0 0 0 0.21 0], [0 0 0.542 0 0 0 0.222 0 0 0 0], [0.317 0.769 0.411 0 0 0.513 0 0 0.127 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10] trace | pi:
[0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [7 7 2 7 7 5 6 7 8 9 7], [7 7 10 7 7 10 6 7 10 9 7], [7 7 10 7 7 10 6 7 10 5 7], [7 7 10 7 7 10 6 7 4 5 7], [7 7 10 7 7 10 6 7 4 8 7], [7 7 10 7 7 10 9 7 4 8 7], [7 7 10 7 7 10 9 7 4 8 7], [7 7 10 7 7 10 9 7 4 8 7], [7 7 10 7 7 10 9 7 4 8 7] | [7 7 10 7 7 10 9 7 4 8 7]
dag_shortest_paths
bridges: A: [[1 0 0 0], [0 0 0 0], [0 0 1 0], [0 0 0 0]], initial_trace: [[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]] trace | is_bridge:
[[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]], [[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]], [[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]], [[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]], [[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]], [[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]], [[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]], [[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]], [[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]], [[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]] | [[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]]
bridges
task_scheduling: d: [9 7 11 16 11 15 7 6 2 2 11 6 10 19 4 12 2 9 2], w: [0.989 0.727 0.908 0.592 0.398 0.43 0.22 0.497 0.743 0.044 0.643 0.017 0.652 0.412 0.222 0.967 0.802 0.782 0.815], initial_trace: [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], [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 0 0 0 0 0 0 0 0 0 1 0 0 0], [1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0], [1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0], [1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0], [1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0], [1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0], [1 1 1 0 0 0 0 0 0 0 0 0 1 0 0 1 0 1 0], [1 1 1 0 0 0 0 0 0 0 1 0 1 0 0 1 0 1 0], [1 1 1 1 0 0 0 0 0 0 1 0 1 0 0 1 0 1 0], [1 1 1 1 0 0 0 0 0 0 1 0 1 0 0 1 0 1 0], [1 1 1 1 0 1 0 0 0 0 1 0 1 0 0 1 0 1 0], [1 1 1 1 0 1 0 0 0 0 1 0 1 1 0 1 0 1 0], [1 1 1 1 1 1 0 0 0 0 1 0 1 1 0 1 0 1 0], [1 1 1 1 1 1 0 0 0 0 1 0 1 1 0 1 0 1 0], [1 1 1 1 1 1 0 0 0 0 1 0 1 1 0 1 0 1 0], [1 1 1 1 1 1 0 0 0 0 1 0 1 1 0 1 0 1 0] | [1 1 1 1 1 1 0 0 0 0 1 0 1 1 0 1 0 1 0]
task_scheduling
graham_scan: x: [0.525 0.25 1.04 -0.83 -0.937 -1.78 0.591 0.646 1.72 -1.51 1.36 -0.523 -1.51 0.471 -1.36 -0.947 -1.6 -0.047 -0.589 0.976 -1.85 1.22 1.41 0.822 1.51 -0.026 -0.068 -1.46 0.484 0.455 -1.24], y: [1.77 -0.96 -0.077 1.27 -1.15 0.186 1.17 0.794 0.504 -1.03 0.418 -1.76 0.294 -1.5 0.098 -0.132 -1.15 1.64 0.672 -0.532 -0.626 0.003 -0.817 0.459 -0.248 -0.617 0.163 0.343 0.511 1.32 -0.048], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 1 0 0 1 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 1 0 1 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 1 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 1 0 1 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 1 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 1 1 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 1 0 1 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 1 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 1 1 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 1 1 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 1 1 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 1 0 0 1 0 0], [0 0 0 0 0 0 0 1 1 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 1 1 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 1 0 1 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 1 0 1 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 1 0 0 1 0 1 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 1 0 0 1 0 1 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 1 0 0 1 0 1 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 1 0 1 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 1 0 0 1 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 1 0 0 1 0 1 0 0 0 1 1 0 0 0 1 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 1 0 0 1 0 1 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0], [1 0 0 1 0 0 0 0 1 0 0 1 0 1 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0], [1 0 0 1 0 0 0 0 1 0 0 1 0 1 0 1 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0], [1 0 0 1 0 0 0 0 1 0 0 1 0 1 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0], [1 0 0 1 0 0 0 0 1 0 0 1 0 1 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 1], [1 0 0 1 0 0 0 0 1 0 0 1 0 1 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0], [1 0 0 1 0 0 0 0 1 0 0 1 0 1 0 0 0 1 0 0 0 0 1 0 0 0 0 1 0 0 0], [1 0 0 1 0 0 0 0 1 0 0 1 0 1 1 0 0 1 0 0 0 0 1 0 0 0 0 1 0 0 0], [1 0 0 1 0 0 0 0 1 0 0 1 0 1 0 0 0 1 0 0 0 0 1 0 0 0 0 1 0 0 0], [1 0 0 1 0 0 0 0 1 0 0 1 0 1 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0], [1 0 0 1 0 0 0 0 1 0 0 1 1 1 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0], [1 0 0 1 0 0 0 0 1 0 0 1 0 1 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0], [1 0 0 1 0 1 0 0 1 0 0 1 0 1 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0], [1 0 0 1 1 1 0 0 1 0 0 1 0 1 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0], [1 0 0 1 0 1 0 0 1 0 0 1 0 1 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0], [1 0 0 1 0 1 0 0 1 0 0 1 0 1 0 0 0 1 0 0 1 0 1 0 0 0 0 0 0 0 0], [1 0 0 1 0 1 0 0 1 1 0 1 0 1 0 0 0 1 0 0 1 0 1 0 0 0 0 0 0 0 0], [1 0 0 1 0 1 0 0 1 0 0 1 0 1 0 0 0 1 0 0 1 0 1 0 0 0 0 0 0 0 0] | [1 0 0 1 0 1 0 0 1 0 0 1 0 1 0 0 1 1 0 0 1 0 1 0 0 0 0 0 0 0 0]
graham_scan
mst_prim: s: 2, A: [[0.178 0 0.592 0 0 0 0 0 0 0 0], [0 0 0.546 0 0 0.259 0 0 0 0 0], [0.592 0.546 0 0 0.232 0 0 0 0.259 0 0], [0 0 0 0 0.834 0 0 0 0 0 0], [0 0 0.232 0.834 0 0 0 0 0 0 0], [0 0.259 0 0 0 0.928 0.278 0.487 0 0.294 0], [0 0 0 0 0 0.278 0 0 0 0 0], [0 0 0 0 0 0.487 0 0.662 0 0 0], [0 0 0.259 0 0 0 0 0 0.811 0 0.136], [0 0 0 0 0 0.294 0 0 0 0 0], [0 0 0 0 0 0 0 0 0.136 0 0.755]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10] trace | pi:
[2 2 2 3 2 5 6 7 2 9 10], [2 2 2 4 2 5 6 7 2 9 10], [2 2 2 4 2 5 6 7 2 9 8], [2 2 2 4 2 5 6 7 2 9 8], [2 2 2 4 2 1 6 7 2 9 8], [2 2 2 4 2 1 5 5 2 5 8], [2 2 2 4 2 1 5 5 2 5 8], [2 2 2 4 2 1 5 5 2 5 8], [2 2 2 4 2 1 5 5 2 5 8], [2 2 2 4 2 1 5 5 2 5 8] | [2 2 2 4 2 1 5 5 2 5 8]
mst_prim
quickselect: key: [0.011 0.273 0.339 0.496 0.369 0.488 0.718 0.105 0.547 0.103 0.66 0.976 0.59 0.816 0.594 0.228 0.663 0.912 0.586 0.945 0.24 0.717 0.147 0.186 0.561 0.8 0.107 0.297 0.428 0.441 0.61], initial_trace: 30 trace | pivot:
30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 8, 8, 8, 8, 8, 8, 8, 3 | 3
quickselect