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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1], key: [0 0 2 1 0 2 2 0 2 1 1 3 2 2 3 3 1 0 2 1 0 2 0 2 2 1 0 2 2 0 2], initial_trace: 0 trace | s:
1, 2, 3, 3, 3, 3, 3 | 3
naive_string_matcher
jarvis_march: x: [0.398 1.29 0.593 1.77 0.459 -0.58 1.06 -0.289 -0.971 0.997 -1.33 -0.314], y: [1.79 -1.33 0.591 -0.636 0.2 -1.71 1.25 -1.4 -1.14 -0.248 -0.975 0.084], initial_trace: [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 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 1 0 0 0 1 0 0 0 0 0 0], [0 1 0 0 0 1 0 0 0 0 0 0], [0 1 0 0 0 1 0 0 0 0 0 0], [0 1 0 0 0 1 0 0 0 0 0 0], [0 1 0 0 0 1 0 0 0 0 0 0], [0 1 0 0 0 1 0 0 0 0 0 0], [0 1 0 0 0 1 0 0 0 0 0 0], [0 1 0 0 0 1 0 0 0 0 0 0], [0 1 0 0 0 1 0 0 0 0 0 0], [0 1 0 0 0 1 0 0 0 0 0 0], [0 1 0 0 0 1 0 0 0 0 0 0], [0 1 0 0 0 1 0 0 0 0 0 0], [0 1 0 0 0 1 0 0 0 0 0 0], [0 1 0 1 0 1 0 0 0 0 0 0], [0 1 0 1 0 1 0 0 0 0 0 0], [0 1 0 1 0 1 0 0 0 0 0 0], [0 1 0 1 0 1 0 0 0 0 0 0], [0 1 0 1 0 1 0 0 0 0 0 0], [0 1 0 1 0 1 0 0 0 0 0 0], [0 1 0 1 0 1 0 0 0 0 0 0], [0 1 0 1 0 1 0 0 0 0 0 0], [0 1 0 1 0 1 0 0 0 0 0 0], [0 1 0 1 0 1 0 0 0 0 0 0], [0 1 0 1 0 1 0 0 0 0 0 0], [0 1 0 1 0 1 0 0 0 0 0 0], [0 1 0 1 0 1 0 0 0 0 0 0], [0 1 0 1 0 1 1 0 0 0 0 0], [0 1 0 1 0 1 1 0 0 0 0 0], [0 1 0 1 0 1 1 0 0 0 0 0], [0 1 0 1 0 1 1 0 0 0 0 0], [0 1 0 1 0 1 1 0 0 0 0 0], [0 1 0 1 0 1 1 0 0 0 0 0], [0 1 0 1 0 1 1 0 0 0 0 0], [0 1 0 1 0 1 1 0 0 0 0 0], [0 1 0 1 0 1 1 0 0 0 0 0], [0 1 0 1 0 1 1 0 0 0 0 0], [0 1 0 1 0 1 1 0 0 0 0 0], [0 1 0 1 0 1 1 0 0 0 0 0], [0 1 0 1 0 1 1 0 0 0 0 0], [1 1 0 1 0 1 1 0 0 0 0 0], [1 1 0 1 0 1 1 0 0 0 0 0], [1 1 0 1 0 1 1 0 0 0 0 0], [1 1 0 1 0 1 1 0 0 0 0 0], [1 1 0 1 0 1 1 0 0 0 0 0], [1 1 0 1 0 1 1 0 0 0 0 0], [1 1 0 1 0 1 1 0 0 0 0 0], [1 1 0 1 0 1 1 0 0 0 0 0], [1 1 0 1 0 1 1 0 0 0 0 0], [1 1 0 1 0 1 1 0 0 0 0 0], [1 1 0 1 0 1 1 0 0 0 0 0], [1 1 0 1 0 1 1 0 0 0 0 0], [1 1 0 1 0 1 1 0 0 0 0 0], [1 1 0 1 0 1 1 0 0 0 1 0], [1 1 0 1 0 1 1 0 0 0 1 0], [1 1 0 1 0 1 1 0 0 0 1 0], [1 1 0 1 0 1 1 0 0 0 1 0], [1 1 0 1 0 1 1 0 0 0 1 0], [1 1 0 1 0 1 1 0 0 0 1 0], [1 1 0 1 0 1 1 0 0 0 1 0], [1 1 0 1 0 1 1 0 0 0 1 0], [1 1 0 1 0 1 1 0 0 0 1 0], [1 1 0 1 0 1 1 0 0 0 1 0], [1 1 0 1 0 1 1 0 0 0 1 0], [1 1 0 1 0 1 1 0 0 0 1 0] | [1 1 0 1 0 1 1 0 0 0 1 0]
jarvis_march
binary_search: key: [0.21 0.436 0.461 0.585 0.675 0.744 0.821 0.899 0.959 0.962 0.985 0.994], target: 0.745, initial_trace: (0, 11) trace | (low, high):
(6, 11), (6, 8), (6, 7) | (6, 6)
binary_search
binary_search: key: [0.035 0.073 0.085 0.153 0.178 0.395 0.402 0.461 0.49 0.513 0.519 0.572 0.658 0.738 0.814 0.886 0.959 0.962 0.982], target: 0.714, initial_trace: (0, 18) trace | (low, high):
(10, 18), (10, 14), (13, 14) | (13, 13)
binary_search
binary_search: key: [0.048 0.055 0.059 0.118 0.205 0.327 0.339 0.536 0.718 0.775 0.875 0.938], target: 0.874, initial_trace: (0, 11) trace | (low, high):
(6, 11), (9, 11), (9, 10) | (10, 10)
binary_search
bellman_ford: s: 22, A: [[0 0 0 0 0 0 0 0 0.157 0 0 0 0 0 0 0 0 0 0 0.747 0 0.656 0 0 0 0.382 0 0], [0 0.522 0 0 0.275 0 0 0 0.613 0.611 0 0 0 0.647 0 0 0 0 0 0 0 0 0.514 0.464 0.681 0 0 0], [0 0 0.622 0 0.357 0 0 0 0 0 0 0 0 0 0.735 0.377 0 0 0 0.126 0 0.352 0 0 0.05 0.697 0 0], [0 0 0 0 0 0 0.539 0 0 0 0 0.172 0.28 0 0.575 0 0 0 0 0 0 0.526 0 0 0 0.532 0 0], [0 0.275 0.357 0 0 0 0 0 0.464 0 0.094 0.411 0 0 0.627 0.451 0 0 0 0.629 0 0 0.424 0 0.679 0.23 0.295 0], [0 0 0 0 0 0.054 0 0 0 0 0 0.357 0 0 0 0 0 0.081 0 0 0 0 0.376 0 0.384 0.39 0 0.531], [0 0 0 0.539 0 0 0 0 0 0 0 0.295 0 0.633 0 0.524 0 0.408 0 0 0.371 0 0 0.338 0.721 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.123 0 0.547 0.166 0 0 0 0 0 0 0 0], [0.157 0.613 0 0 0.464 0 0 0 0.032 0.092 0 0.443 0.091 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0.611 0 0 0 0 0 0 0.092 0 0 0 0 0 0 0 0 0.343 0 0 0 0 0 0 0.333 0 0.465 0], [0 0 0 0 0.094 0 0 0 0 0 0 0 0 0 0 0 0.177 0 0 0 0.488 0 0 0 0.802 0 0 0.393], [0 0 0 0.172 0.411 0.357 0.295 0 0.443 0 0 0 0 0 0 0 0 0 0 0 0 0.603 0 0.34 0.748 0 0.087 0], [0 0 0 0.28 0 0 0 0 0.091 0 0 0 0.749 0.829 0 0.181 0 0 0 0 0.759 0 0 0.041 0.437 0 0 0], [0 0.647 0 0 0 0 0.633 0 0 0 0 0 0.829 0.466 0.193 0.721 0 0 0 0.355 0 0 0 0 0.177 0.055 0 0.823], [0 0 0.735 0.575 0.627 0 0 0 0 0 0 0 0 0.193 0.22 0 0 0.3 0.384 0 0 0 0.428 0 0 0 0 0], [0 0 0.377 0 0.451 0 0.524 0 0 0 0 0 0.181 0.721 0 0.943 0 0.617 0 0.392 0 0 0.151 0.205 0 0 0.227 0.303], [0 0 0 0 0 0 0 0.123 0 0 0.177 0 0 0 0 0 0.377 0 0 0 0 0 0 0.41 0 0 0 0], [0 0 0 0 0 0.081 0.408 0 0 0.343 0 0 0 0 0.3 0.617 0 0.854 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0.547 0 0 0 0 0 0 0.384 0 0 0 0 0 0 0 0.292 0.98 0 0 0.461 0], [0.747 0 0.126 0 0.629 0 0 0.166 0 0 0 0 0 0.355 0 0.392 0 0 0 0.178 0 0 0 0.723 0 0 0 0], [0 0 0 0 0 0 0.371 0 0 0 0.488 0 0.759 0 0 0 0 0 0 0 0 0 0 0 0 0.192 0 0], [0.656 0 0.352 0.526 0 0 0 0 0 0 0 0.603 0 0 0 0 0 0 0 0 0 0 0 0.124 0 0.702 0 0], [0 0.514 0 0 0.424 0.376 0 0 0 0 0 0 0 0 0.428 0.151 0 0 0.292 0 0 0 0 0 0 0 0.598 0], [0 0.464 0 0 0 0 0.338 0 0 0 0 0.34 0.041 0 0 0.205 0.41 0 0.98 0.723 0 0.124 0 0 0 0 0 0.411], [0 0.681 0.05 0 0.679 0.384 0.721 0 0 0.333 0.802 0.748 0.437 0.177 0 0 0 0 0 0 0 0 0 0 0.32 0 0 0], [0.382 0 0.697 0.532 0.23 0.39 0 0 0 0 0 0 0 0.055 0 0 0 0 0 0 0.192 0.702 0 0 0 0.887 0.457 0], [0 0 0 0 0.295 0 0 0 0 0.465 0 0.087 0 0 0 0.227 0 0 0.461 0 0 0 0.598 0 0 0.457 0.114 0], [0 0 0 0 0 0.531 0 0 0 0 0.393 0 0 0.823 0 0.303 0 0 0 0 0 0 0 0.411 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 22 2 3 22 22 6 7 8 9 10 11 12 13 22 22 16 17 22 19 20 21 22 23 24 25 22 27], [0 22 15 14 22 22 15 18 4 26 4 26 15 14 22 22 16 5 22 15 20 21 22 15 5 4 15 15], [25 22 15 12 22 22 15 19 12 17 4 26 15 14 22 22 10 5 22 15 25 23 22 15 2 4 15 15] | [8 22 15 12 22 22 15 19 12 8 4 26 15 14 22 22 10 5 22 15 25 23 22 15 2 4 15 15]
bellman_ford
activity_selector: s: [0.277 0.372 0.314 0.414 0.114 0.135 0.114 0.322 0.653 0.383 0.255 0.526 0.09 0.156 0.253], f: [0.66 0.638 0.786 0.734 0.713 0.285 0.659 0.61 0.723 0.607 0.814 0.898 0.383 0.32 0.344], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | selected:
[0 0 0 0 0 1 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 1 0 0 0 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 1 0 0 0 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 1 0 0 0 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 1 1 0 0 0 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 1 1 0 0 0 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 1 1 0 0 0 0 0]
activity_selector
naive_string_matcher: string: [0 0 0 0 1], key: [0 2 0 2 2], initial_trace: 0 trace | s:
| 1
naive_string_matcher
topological_sort: A: [[0 0 0 0 0 0 1 1 1 1 0 0 1 1 0 1 0 0 0], [0 0 1 0 1 0 1 0 1 0 1 0 1 0 0 0 0 1 0], [1 0 0 0 1 0 1 0 0 1 0 0 1 0 0 1 1 1 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 1 1 0 1 0 1 0 0 1 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 0 0 0 1 0 0 0 0 0 0 0 0 1], [0 0 0 1 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 1 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 1 0 0 1 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 1 1 1 0 1 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 1 0 0 0 1 1 1 0 1 1 0 1 0 1 0], [0 0 0 1 0 1 0 1 1 1 0 0 0 0 0 0 0 0 1], [1 0 0 0 0 0 1 0 0 0 1 0 1 0 0 1 0 1 1], [0 0 0 0 0 0 1 0 0 1 1 0 0 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]], 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], 0, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], 11, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], 11, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 11], 18, [0 1 2 18 4 5 6 7 8 9 10 11 12 13 14 15 16 17 11], 3, [0 1 2 18 4 5 6 7 8 9 10 11 12 13 14 15 16 17 11], 3, [0 1 2 18 4 5 6 7 3 9 10 11 12 13 14 15 16 17 11], 8, [0 1 2 18 4 5 6 7 3 8 10 11 12 13 14 15 16 17 11], 9, [0 1 2 18 4 5 9 7 3 8 10 11 12 13 14 15 16 17 11], 6, [0 1 2 18 4 5 9 7 3 8 10 11 12 13 14 15 16 17 11], 6, [0 1 2 18 4 5 9 7 3 8 10 11 12 13 14 15 16 17 11], 6, [0 1 2 18 4 5 9 7 3 8 10 11 12 13 14 15 16 17 11], 6, [0 1 2 18 4 5 9 7 3 8 10 11 12 6 14 15 16 17 11], 13, [0 1 2 18 4 13 9 7 3 8 10 11 12 6 14 15 16 17 11], 5, [0 1 2 18 4 13 9 5 3 8 10 11 12 6 14 15 16 17 11], 7, [0 1 2 18 4 13 9 5 3 8 10 11 12 6 14 15 16 17 11], 7, [0 1 2 18 4 13 9 5 3 8 10 11 12 6 14 15 16 17 11], 7, [0 1 2 18 4 13 9 5 3 8 7 11 12 6 14 15 16 17 11], 10, [0 1 2 18 4 13 9 5 3 8 7 11 12 6 14 15 16 17 11], 10, [0 1 2 18 4 13 9 5 3 8 7 11 12 6 14 10 16 17 11], 15, [0 1 2 18 4 13 9 5 3 8 7 11 15 6 14 10 16 17 11], 12, [12 1 2 18 4 13 9 5 3 8 7 11 15 6 14 10 16 17 11], 0, [12 1 2 18 4 13 9 5 3 8 7 11 15 6 14 10 16 17 11], 0, [12 1 2 18 4 13 9 5 3 8 7 11 15 6 14 10 16 17 11], 0, [12 1 2 18 4 13 9 5 3 8 7 11 15 6 14 10 16 17 11], 0, [12 1 2 18 4 13 9 5 3 8 7 11 15 6 14 10 16 17 11], 0, [12 1 2 18 0 13 9 5 3 8 7 11 15 6 14 10 16 17 11], 4, [12 1 2 18 0 13 9 5 3 8 7 11 15 6 14 10 16 17 11], 4, [12 1 2 18 0 13 9 5 3 8 7 11 15 6 14 10 16 17 11], 4, [12 1 2 18 0 13 9 5 3 8 7 11 15 6 14 10 16 4 11], 17, [12 1 2 18 0 13 9 5 3 8 7 11 15 6 14 10 17 4 11], 16, [12 1 16 18 0 13 9 5 3 8 7 11 15 6 14 10 17 4 11], 2, [12 2 16 18 0 13 9 5 3 8 7 11 15 6 14 10 17 4 11], 1, [12 2 16 18 0 13 9 5 3 8 7 11 15 6 14 10 17 4 11], 1, [12 2 16 18 0 13 9 5 3 8 7 11 15 6 14 10 17 4 11], 1 | [12 2 16 18 0 13 9 5 3 8 7 11 15 6 1 10 17 4 11], 14
topological_sort
insertion_sort: key: [0.401 0.526 0.013 0.785 0.008 0.616 0.162 0.817 0.058 0.012 0.509 0.35 0.173 0.498 0.017 0.86 0.176 0.558 0.469 0.597 0.451 0.992 0.235 0.572 0.205 0.146 0.734 0.461 0.171 0.542 0.484], initial_trace: [0.401 0.526 0.013 0.785 0.008 0.616 0.162 0.817 0.058 0.012 0.509 0.35 0.173 0.498 0.017 0.86 0.176 0.558 0.469 0.597 0.451 0.992 0.235 0.572 0.205 0.146 0.734 0.461 0.171 0.542 0.484] trace | pred:
[0.401 0.526 0.013 0.785 0.008 0.616 0.162 0.817 0.058 0.012 0.509 0.35 0.173 0.498 0.017 0.86 0.176 0.558 0.469 0.597 0.451 0.992 0.235 0.572 0.205 0.146 0.734 0.461 0.171 0.542 0.484], [0.013 0.401 0.526 0.785 0.008 0.616 0.162 0.817 0.058 0.012 0.509 0.35 0.173 0.498 0.017 0.86 0.176 0.558 0.469 0.597 0.451 0.992 0.235 0.572 0.205 0.146 0.734 0.461 0.171 0.542 0.484], [0.013 0.401 0.526 0.785 0.008 0.616 0.162 0.817 0.058 0.012 0.509 0.35 0.173 0.498 0.017 0.86 0.176 0.558 0.469 0.597 0.451 0.992 0.235 0.572 0.205 0.146 0.734 0.461 0.171 0.542 0.484], [0.008 0.013 0.401 0.526 0.785 0.616 0.162 0.817 0.058 0.012 0.509 0.35 0.173 0.498 0.017 0.86 0.176 0.558 0.469 0.597 0.451 0.992 0.235 0.572 0.205 0.146 0.734 0.461 0.171 0.542 0.484], [0.008 0.013 0.401 0.526 0.616 0.785 0.162 0.817 0.058 0.012 0.509 0.35 0.173 0.498 0.017 0.86 0.176 0.558 0.469 0.597 0.451 0.992 0.235 0.572 0.205 0.146 0.734 0.461 0.171 0.542 0.484], [0.008 0.013 0.162 0.401 0.526 0.616 0.785 0.817 0.058 0.012 0.509 0.35 0.173 0.498 0.017 0.86 0.176 0.558 0.469 0.597 0.451 0.992 0.235 0.572 0.205 0.146 0.734 0.461 0.171 0.542 0.484], [0.008 0.013 0.162 0.401 0.526 0.616 0.785 0.817 0.058 0.012 0.509 0.35 0.173 0.498 0.017 0.86 0.176 0.558 0.469 0.597 0.451 0.992 0.235 0.572 0.205 0.146 0.734 0.461 0.171 0.542 0.484], [0.008 0.013 0.058 0.162 0.401 0.526 0.616 0.785 0.817 0.012 0.509 0.35 0.173 0.498 0.017 0.86 0.176 0.558 0.469 0.597 0.451 0.992 0.235 0.572 0.205 0.146 0.734 0.461 0.171 0.542 0.484], [0.008 0.012 0.013 0.058 0.162 0.401 0.526 0.616 0.785 0.817 0.509 0.35 0.173 0.498 0.017 0.86 0.176 0.558 0.469 0.597 0.451 0.992 0.235 0.572 0.205 0.146 0.734 0.461 0.171 0.542 0.484], [0.008 0.012 0.013 0.058 0.162 0.401 0.509 0.526 0.616 0.785 0.817 0.35 0.173 0.498 0.017 0.86 0.176 0.558 0.469 0.597 0.451 0.992 0.235 0.572 0.205 0.146 0.734 0.461 0.171 0.542 0.484], [0.008 0.012 0.013 0.058 0.162 0.35 0.401 0.509 0.526 0.616 0.785 0.817 0.173 0.498 0.017 0.86 0.176 0.558 0.469 0.597 0.451 0.992 0.235 0.572 0.205 0.146 0.734 0.461 0.171 0.542 0.484], [0.008 0.012 0.013 0.058 0.162 0.173 0.35 0.401 0.509 0.526 0.616 0.785 0.817 0.498 0.017 0.86 0.176 0.558 0.469 0.597 0.451 0.992 0.235 0.572 0.205 0.146 0.734 0.461 0.171 0.542 0.484], [0.008 0.012 0.013 0.058 0.162 0.173 0.35 0.401 0.498 0.509 0.526 0.616 0.785 0.817 0.017 0.86 0.176 0.558 0.469 0.597 0.451 0.992 0.235 0.572 0.205 0.146 0.734 0.461 0.171 0.542 0.484], [0.008 0.012 0.013 0.017 0.058 0.162 0.173 0.35 0.401 0.498 0.509 0.526 0.616 0.785 0.817 0.86 0.176 0.558 0.469 0.597 0.451 0.992 0.235 0.572 0.205 0.146 0.734 0.461 0.171 0.542 0.484], [0.008 0.012 0.013 0.017 0.058 0.162 0.173 0.35 0.401 0.498 0.509 0.526 0.616 0.785 0.817 0.86 0.176 0.558 0.469 0.597 0.451 0.992 0.235 0.572 0.205 0.146 0.734 0.461 0.171 0.542 0.484], [0.008 0.012 0.013 0.017 0.058 0.162 0.173 0.176 0.35 0.401 0.498 0.509 0.526 0.616 0.785 0.817 0.86 0.558 0.469 0.597 0.451 0.992 0.235 0.572 0.205 0.146 0.734 0.461 0.171 0.542 0.484], [0.008 0.012 0.013 0.017 0.058 0.162 0.173 0.176 0.35 0.401 0.498 0.509 0.526 0.558 0.616 0.785 0.817 0.86 0.469 0.597 0.451 0.992 0.235 0.572 0.205 0.146 0.734 0.461 0.171 0.542 0.484], [0.008 0.012 0.013 0.017 0.058 0.162 0.173 0.176 0.35 0.401 0.469 0.498 0.509 0.526 0.558 0.616 0.785 0.817 0.86 0.597 0.451 0.992 0.235 0.572 0.205 0.146 0.734 0.461 0.171 0.542 0.484], [0.008 0.012 0.013 0.017 0.058 0.162 0.173 0.176 0.35 0.401 0.469 0.498 0.509 0.526 0.558 0.597 0.616 0.785 0.817 0.86 0.451 0.992 0.235 0.572 0.205 0.146 0.734 0.461 0.171 0.542 0.484], [0.008 0.012 0.013 0.017 0.058 0.162 0.173 0.176 0.35 0.401 0.451 0.469 0.498 0.509 0.526 0.558 0.597 0.616 0.785 0.817 0.86 0.992 0.235 0.572 0.205 0.146 0.734 0.461 0.171 0.542 0.484], [0.008 0.012 0.013 0.017 0.058 0.162 0.173 0.176 0.35 0.401 0.451 0.469 0.498 0.509 0.526 0.558 0.597 0.616 0.785 0.817 0.86 0.992 0.235 0.572 0.205 0.146 0.734 0.461 0.171 0.542 0.484], [0.008 0.012 0.013 0.017 0.058 0.162 0.173 0.176 0.235 0.35 0.401 0.451 0.469 0.498 0.509 0.526 0.558 0.597 0.616 0.785 0.817 0.86 0.992 0.572 0.205 0.146 0.734 0.461 0.171 0.542 0.484], [0.008 0.012 0.013 0.017 0.058 0.162 0.173 0.176 0.235 0.35 0.401 0.451 0.469 0.498 0.509 0.526 0.558 0.572 0.597 0.616 0.785 0.817 0.86 0.992 0.205 0.146 0.734 0.461 0.171 0.542 0.484], [0.008 0.012 0.013 0.017 0.058 0.162 0.173 0.176 0.205 0.235 0.35 0.401 0.451 0.469 0.498 0.509 0.526 0.558 0.572 0.597 0.616 0.785 0.817 0.86 0.992 0.146 0.734 0.461 0.171 0.542 0.484], [0.008 0.012 0.013 0.017 0.058 0.146 0.162 0.173 0.176 0.205 0.235 0.35 0.401 0.451 0.469 0.498 0.509 0.526 0.558 0.572 0.597 0.616 0.785 0.817 0.86 0.992 0.734 0.461 0.171 0.542 0.484], [0.008 0.012 0.013 0.017 0.058 0.146 0.162 0.173 0.176 0.205 0.235 0.35 0.401 0.451 0.469 0.498 0.509 0.526 0.558 0.572 0.597 0.616 0.734 0.785 0.817 0.86 0.992 0.461 0.171 0.542 0.484], [0.008 0.012 0.013 0.017 0.058 0.146 0.162 0.173 0.176 0.205 0.235 0.35 0.401 0.451 0.461 0.469 0.498 0.509 0.526 0.558 0.572 0.597 0.616 0.734 0.785 0.817 0.86 0.992 0.171 0.542 0.484], [0.008 0.012 0.013 0.017 0.058 0.146 0.162 0.171 0.173 0.176 0.205 0.235 0.35 0.401 0.451 0.461 0.469 0.498 0.509 0.526 0.558 0.572 0.597 0.616 0.734 0.785 0.817 0.86 0.992 0.542 0.484], [0.008 0.012 0.013 0.017 0.058 0.146 0.162 0.171 0.173 0.176 0.205 0.235 0.35 0.401 0.451 0.461 0.469 0.498 0.509 0.526 0.542 0.558 0.572 0.597 0.616 0.734 0.785 0.817 0.86 0.992 0.484] | [0.008 0.012 0.013 0.017 0.058 0.146 0.162 0.171 0.173 0.176 0.205 0.235 0.35 0.401 0.451 0.461 0.469 0.484 0.498 0.509 0.526 0.542 0.558 0.572 0.597 0.616 0.734 0.785 0.817 0.86 0.992]
insertion_sort
heapsort: key: [0.961 0.766 0.758 0.219 0.541], initial_trace: [0.961 0.766 0.758 0.219 0.541] trace | pred:
[0.961 0.766 0.758 0.219 0.541], [0.961 0.766 0.758 0.219 0.541], [0.961 0.766 0.758 0.219 0.541], [0.961 0.766 0.758 0.219 0.541], [0.961 0.766 0.758 0.219 0.541], [0.541 0.766 0.758 0.219 0.961], [0.766 0.541 0.758 0.219 0.961], [0.766 0.541 0.758 0.219 0.961], [0.219 0.541 0.758 0.766 0.961], [0.758 0.541 0.219 0.766 0.961], [0.758 0.541 0.219 0.766 0.961], [0.219 0.541 0.758 0.766 0.961], [0.541 0.219 0.758 0.766 0.961], [0.541 0.219 0.758 0.766 0.961], [0.219 0.541 0.758 0.766 0.961] | [0.219 0.541 0.758 0.766 0.961]
heapsort
topological_sort: A: [[0 0 1 1 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 0 0 0 0 0 0 0 1 1], [1 0 1 0 0 0 0 0 0 0], [1 0 1 0 0 0 0 1 1 1], [1 0 1 0 1 1 0 0 0 1], [0 0 0 0 0 0 0 0 0 0], [1 0 0 1 0 0 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9], 0 trace | topo, topo_head:
[0 1 2 3 4 5 6 7 8 9], 0, [0 1 2 3 4 5 6 7 8 9], 0, [0 1 2 3 4 5 6 7 8 9], 2, [0 1 2 3 4 5 6 7 8 9], 2, [0 1 2 2 4 5 6 7 8 9], 3, [3 1 2 2 4 5 6 7 8 9], 0, [3 1 2 2 4 5 6 7 8 9], 0, [3 1 2 2 4 5 6 7 8 9], 0, [3 1 2 2 4 5 6 7 8 9], 0, [3 1 2 2 4 5 6 7 8 9], 0, [3 1 2 2 4 5 6 7 0 9], 8, [3 1 2 2 4 5 6 7 0 9], 8, [3 1 2 2 4 5 6 7 0 8], 9, [3 1 2 2 9 5 6 7 0 8], 4, [3 4 2 2 9 5 6 7 0 8], 1, [3 4 2 2 9 5 6 7 0 8], 1, [3 4 2 2 9 5 6 7 0 8], 1, [3 4 2 2 9 1 6 7 0 8], 5, [3 4 2 2 9 1 6 7 0 8], 5, [3 4 2 2 9 1 6 7 0 8], 5, [3 4 2 2 9 1 6 7 0 8], 5, [3 4 2 2 9 1 6 5 0 8], 7 | [3 4 2 2 9 1 7 5 0 8], 6
topological_sort
task_scheduling: d: [4 17 14 11 23 14 9 21 21 9 20 15 8 19 16 19 2 19 13 3 11 11 13], w: [0.074 0.525 0.205 0.737 0.799 0.775 0.705 0.514 0.172 0.476 0.575 0.786 0.542 0.332 0.393 0.433 0.131 0.843 0.935 0.66 0.765 0.407 0.816], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | selected:
[0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 1], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 1], [0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 1 1 0 0 0 1], [0 0 0 0 1 1 0 0 0 0 0 1 0 0 0 0 0 1 1 0 0 0 1], [0 0 0 0 1 1 0 0 0 0 0 1 0 0 0 0 0 1 1 0 1 0 1], [0 0 0 1 1 1 0 0 0 0 0 1 0 0 0 0 0 1 1 0 1 0 1], [0 0 0 1 1 1 1 0 0 0 0 1 0 0 0 0 0 1 1 0 1 0 1], [0 0 0 1 1 1 1 0 0 0 0 1 0 0 0 0 0 1 1 0 1 0 1], [0 0 0 1 1 1 1 0 0 0 1 1 0 0 0 0 0 1 1 0 1 0 1], [0 0 0 1 1 1 1 0 0 0 1 1 0 0 0 0 0 1 1 0 1 0 1], [0 1 0 1 1 1 1 0 0 0 1 1 0 0 0 0 0 1 1 0 1 0 1], [0 1 0 1 1 1 1 1 0 0 1 1 0 0 0 0 0 1 1 0 1 0 1], [0 1 0 1 1 1 1 1 0 0 1 1 0 0 0 0 0 1 1 0 1 0 1], [0 1 0 1 1 1 1 1 0 0 1 1 0 0 0 1 0 1 1 0 1 0 1], [0 1 0 1 1 1 1 1 0 0 1 1 0 0 0 1 0 1 1 0 1 0 1], [0 1 0 1 1 1 1 1 0 0 1 1 0 0 1 1 0 1 1 0 1 0 1], [0 1 0 1 1 1 1 1 0 0 1 1 0 1 1 1 0 1 1 0 1 0 1], [0 1 0 1 1 1 1 1 0 0 1 1 0 1 1 1 0 1 1 0 1 0 1], [0 1 0 1 1 1 1 1 1 0 1 1 0 1 1 1 0 1 1 0 1 0 1], [0 1 0 1 1 1 1 1 1 0 1 1 0 1 1 1 0 1 1 0 1 0 1] | [0 1 0 1 1 1 1 1 1 0 1 1 0 1 1 1 0 1 1 0 1 0 1]
task_scheduling
topological_sort: A: [[0 1 0 0 1 0 0 1 0 1 1 1 1 0 0 1 1 1 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 0 1 0 0 0 0 0 1 0 0 0], [0 0 1 0 1 0 0 0 0 1 1 1 1 0 0 0 0 1 1], [0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 1], [0 1 1 1 0 0 0 1 1 0 0 1 1 0 0 1 0 1 0], [0 1 0 0 0 0 0 1 0 1 1 0 0 0 0 1 0 0 0], [0 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1 1], [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 1 0 1 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 1 0 0 0 0 0 1 1 0 1 0 0 0 1 0 1 0], [0 0 0 0 0 0 0 0 1 1 1 1 0 0 0 1 0 1 0], [0 0 1 1 0 0 1 0 1 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 0 0 1], [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 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]], 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 9 9 10 11 12 13 14 15 16 17 18], 8, [0 1 2 3 4 5 6 7 9 9 10 11 12 13 14 15 16 17 18], 8, [0 1 2 3 4 5 6 7 9 9 10 11 12 13 14 15 16 17 8], 18, [0 1 2 3 4 5 6 7 9 9 10 11 12 13 14 18 16 17 8], 15, [0 1 15 3 4 5 6 7 9 9 10 11 12 13 14 18 16 17 8], 2, [0 1 15 3 4 5 6 7 9 9 10 11 12 13 14 18 16 17 8], 2, [0 1 15 3 4 5 6 7 9 9 10 2 12 13 14 18 16 17 8], 11, [0 11 15 3 4 5 6 7 9 9 10 2 12 13 14 18 16 17 8], 1, [0 11 15 3 4 5 6 7 9 9 10 2 12 13 14 18 16 17 8], 1, [0 11 15 3 4 5 6 7 9 9 10 2 12 13 14 18 16 17 8], 1, [0 11 15 3 4 5 6 7 9 9 10 2 12 13 14 18 16 1 8], 17, [0 11 15 3 17 5 6 7 9 9 10 2 12 13 14 18 16 1 8], 4, [0 11 15 3 17 5 6 7 9 9 10 2 12 13 14 18 16 1 8], 4, [0 11 15 3 17 5 6 7 9 9 10 2 12 13 14 18 16 1 8], 4, [0 11 15 3 17 5 6 7 9 9 10 2 12 13 14 18 4 1 8], 16, [0 11 15 3 17 5 6 16 9 9 10 2 12 13 14 18 4 1 8], 7, [0 11 15 3 17 5 6 16 9 9 10 2 12 13 14 18 4 1 8], 7, [0 11 15 3 17 5 6 16 9 9 7 2 12 13 14 18 4 1 8], 10, [0 11 15 3 17 5 6 16 9 9 7 2 12 13 14 18 4 1 8], 10, [0 11 15 3 17 5 6 16 9 9 7 2 10 13 14 18 4 1 8], 12, [12 11 15 3 17 5 6 16 9 9 7 2 10 13 14 18 4 1 8], 0, [12 11 15 3 17 5 6 16 9 9 7 2 10 13 14 18 4 1 8], 0, [12 11 15 3 17 5 6 16 9 9 7 2 10 13 14 18 4 1 8], 0, [12 11 15 0 17 5 6 16 9 9 7 2 10 13 14 18 4 1 8], 3, [12 11 15 0 17 5 6 16 9 9 7 2 10 13 14 18 4 1 8], 3, [12 11 15 0 17 5 6 16 9 9 7 2 10 13 14 18 4 1 8], 3, [12 11 15 0 17 3 6 16 9 9 7 2 10 13 14 18 4 1 8], 5, [12 11 15 0 17 3 6 16 9 9 7 2 10 13 14 18 4 1 8], 5, [12 11 15 0 17 3 6 16 9 9 7 2 10 13 14 18 4 1 8], 5, [12 11 15 0 17 3 5 16 9 9 7 2 10 13 14 18 4 1 8], 6, [12 11 15 0 17 3 5 16 9 9 7 2 10 13 14 18 4 1 8], 6, [12 11 15 0 17 3 5 16 9 9 7 2 10 13 14 18 4 1 8], 6, [12 11 15 0 17 3 5 16 9 9 7 2 10 6 14 18 4 1 8], 13, [12 11 15 0 17 3 5 16 9 9 7 2 10 6 14 18 4 1 8], 13, [12 11 15 0 17 3 5 16 9 9 7 2 10 6 14 18 4 1 8], 13 | [12 11 15 0 17 3 5 16 9 9 7 2 10 6 13 18 4 1 8], 14
topological_sort
graham_scan: x: [0.073 -1.36 -1.67 -0.154 0.168 -0.666 0.197 0.884 1.67 0.742 0.578 -1.36 1.9 0.994 -1.37 0.346 0.035 -0.83 -0.952], y: [1.84 0.649 -0.645 -1.06 -0.51 -0.959 -1.66 -0.914 0.934 -0.345 0.072 -0.137 -0.028 0.482 -0.001 1.72 0.519 -0.573 0.454], 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 1 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 1 0 0 0 0 0 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 0 0 0 0 0 1 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 0 0 0 0 0 1 0 1 1 0 0 1 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 0 0 0 0 0 1 0 1 0 0 0 1 1 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 1 0 1 0 0 0 1 1 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 0 0 0 0 0 1 0 1 0 0 0 1 0 0 1 0 0 0], [0 0 0 0 1 0 1 0 1 0 0 0 1 0 0 1 0 0 0], [0 0 0 0 0 0 1 0 1 0 0 0 1 0 0 1 0 0 0], [1 0 0 0 0 0 1 0 1 0 0 0 1 0 0 1 0 0 0], [1 0 0 0 0 0 1 0 1 0 0 0 1 0 0 1 1 0 0], [1 0 0 0 0 0 1 0 1 0 0 0 1 0 0 1 0 0 0], [1 0 0 0 0 0 1 0 1 0 0 0 1 0 0 1 0 0 1], [1 0 0 1 0 0 1 0 1 0 0 0 1 0 0 1 0 0 1], [1 0 0 0 0 0 1 0 1 0 0 0 1 0 0 1 0 0 1], [1 0 0 0 0 0 1 0 1 0 0 0 1 0 0 1 0 0 0], [1 1 0 0 0 0 1 0 1 0 0 0 1 0 0 1 0 0 0], [1 1 0 0 0 0 1 0 1 0 0 0 1 0 0 1 0 1 0], [1 1 0 0 0 0 1 0 1 0 0 0 1 0 0 1 0 0 0], [1 1 0 0 0 0 1 0 1 0 0 0 1 0 1 1 0 0 0], [1 1 0 0 0 0 1 0 1 0 0 1 1 0 1 1 0 0 0], [1 1 0 0 0 1 1 0 1 0 0 1 1 0 1 1 0 0 0], [1 1 0 0 0 0 1 0 1 0 0 1 1 0 1 1 0 0 0], [1 1 0 0 0 0 1 0 1 0 0 0 1 0 1 1 0 0 0], [1 1 0 0 0 0 1 0 1 0 0 0 1 0 0 1 0 0 0] | [1 1 1 0 0 0 1 0 1 0 0 0 1 0 0 1 0 0 0]
graham_scan
task_scheduling: d: [4 4 1 1 3], w: [0.952 0.558 0.751 0.869 0.258], initial_trace: [0 0 0 0 0] trace | selected:
[1 0 0 0 0], [1 0 0 0 0], [1 0 0 0 0], [1 1 0 0 0] | [1 1 0 0 1]
task_scheduling
optimal_bst: p: [0.038 0.027 0.016 0.2 0], q: [0.16 0.152 0.195 0.083 0.129], 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 1 0 0], [0 0 1 1 0], [0 0 0 2 3], [0 0 0 0 3], [0 0 0 0 0]], [[0 0 1 1 0], [0 0 1 1 3], [0 0 0 2 3], [0 0 0 0 3], [0 0 0 0 0]] | [[0 0 1 1 1], [0 0 1 1 3], [0 0 0 2 3], [0 0 0 0 3], [0 0 0 0 0]]
optimal_bst
minimum: key: [0.051 0.488 0.514 0.492 0.533 0.904 0.201 0.488 0.67 0.237 0.56 0.609 0.415 0.004 0.705 0.168 0.734 0.267 0.576 0.131 0.874 0.774 0.033 0.895 0.423 0.699 0.815 0.795], initial_trace: 0 trace | min:
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13 | 13
minimum
quicksort: key: [0.648 0.985 0.529 0.812 0.414 0.683 0.981 0.989 0.478 0.851], initial_trace: [0.648 0.985 0.529 0.812 0.414 0.683 0.981 0.989 0.478 0.851] trace | pred:
[0.648 0.985 0.529 0.812 0.414 0.683 0.981 0.989 0.478 0.851], [0.648 0.529 0.985 0.812 0.414 0.683 0.981 0.989 0.478 0.851], [0.648 0.529 0.812 0.985 0.414 0.683 0.981 0.989 0.478 0.851], [0.648 0.529 0.812 0.414 0.985 0.683 0.981 0.989 0.478 0.851], [0.648 0.529 0.812 0.414 0.683 0.985 0.981 0.989 0.478 0.851], [0.648 0.529 0.812 0.414 0.683 0.985 0.981 0.989 0.478 0.851], [0.648 0.529 0.812 0.414 0.683 0.985 0.981 0.989 0.478 0.851], [0.648 0.529 0.812 0.414 0.683 0.478 0.981 0.989 0.985 0.851], [0.648 0.529 0.812 0.414 0.683 0.478 0.851 0.989 0.985 0.981], [0.648 0.529 0.812 0.414 0.683 0.478 0.851 0.989 0.985 0.981], [0.648 0.529 0.812 0.414 0.683 0.478 0.851 0.989 0.985 0.981], [0.648 0.529 0.812 0.414 0.683 0.478 0.851 0.989 0.985 0.981], [0.414 0.529 0.812 0.648 0.683 0.478 0.851 0.989 0.985 0.981], [0.414 0.529 0.812 0.648 0.683 0.478 0.851 0.989 0.985 0.981], [0.414 0.478 0.812 0.648 0.683 0.529 0.851 0.989 0.985 0.981], [0.414 0.478 0.812 0.648 0.683 0.529 0.851 0.989 0.985 0.981], [0.414 0.478 0.812 0.648 0.683 0.529 0.851 0.989 0.985 0.981], [0.414 0.478 0.812 0.648 0.683 0.529 0.851 0.989 0.985 0.981], [0.414 0.478 0.529 0.648 0.683 0.812 0.851 0.989 0.985 0.981], [0.414 0.478 0.529 0.648 0.683 0.812 0.851 0.989 0.985 0.981], [0.414 0.478 0.529 0.648 0.683 0.812 0.851 0.989 0.985 0.981], [0.414 0.478 0.529 0.648 0.683 0.812 0.851 0.989 0.985 0.981], [0.414 0.478 0.529 0.648 0.683 0.812 0.851 0.989 0.985 0.981], [0.414 0.478 0.529 0.648 0.683 0.812 0.851 0.989 0.985 0.981], [0.414 0.478 0.529 0.648 0.683 0.812 0.851 0.989 0.985 0.981], [0.414 0.478 0.529 0.648 0.683 0.812 0.851 0.989 0.985 0.981], [0.414 0.478 0.529 0.648 0.683 0.812 0.851 0.981 0.985 0.989], [0.414 0.478 0.529 0.648 0.683 0.812 0.851 0.981 0.985 0.989] | [0.414 0.478 0.529 0.648 0.683 0.812 0.851 0.981 0.985 0.989]
quicksort
naive_string_matcher: string: [0 0 0 0 1], key: [0 2 2 3 2], initial_trace: 0 trace | s:
| 1
naive_string_matcher
articulation_points: A: [[1 0 0 0 0], [0 0 0 0 1], [0 0 0 0 0], [0 0 0 0 0], [0 1 0 0 0]], initial_trace: [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]
articulation_points
find_maximum_subarray_kadane: key: [-0.369 -0.733 -0.412 0.448 -0.981 -0.74 0.703 0.103 -0.352 0.205 -0.192 -0.543 -0.336 0.608 0.713 -0.645 0.736 -0.459 0.513 -0.553 0.563 0.567 0.557 0.322 -0.19 0.339 -0.754 0.669], initial_trace: (0, 0) trace | (best_low, best_high):
(0, 0), (0, 0), (3, 3), (3, 3), (3, 3), (6, 6), (6, 7), (6, 7), (6, 7), (6, 7), (6, 7), (6, 7), (6, 7), (13, 14), (13, 14), (13, 16), (13, 16), (13, 18), (13, 18), (13, 20), (13, 21), (13, 22), (13, 23), (13, 23), (13, 25), (13, 25) | (13, 25)
find_maximum_subarray_kadane
graham_scan: x: [1.35 1.24 0.042 -1.52 -1.11 1.47 0.962 0.948 -0.761 0.062], y: [-0.724 -0.396 -0.957 0.759 1.1 -0.173 -0.171 -0.5 -0.116 -1.87], initial_trace: [0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 1], [1 0 0 0 0 0 0 0 0 1], [1 0 0 0 0 1 0 0 0 1], [1 1 0 0 0 1 0 0 0 1], [1 0 0 0 0 1 0 0 0 1], [1 0 0 0 0 1 0 1 0 1], [1 0 0 0 0 1 0 0 0 1], [1 0 0 0 0 1 1 0 0 1], [1 0 1 0 0 1 1 0 0 1], [1 0 0 0 0 1 1 0 0 1], [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 1 1], [1 0 0 0 1 1 0 0 0 1] | [1 0 0 1 1 1 0 0 0 1]
graham_scan
kmp_matcher: string: [0 0 0 0 1], key: [1 1 2 1 2], initial_trace: 0 trace | s:
0, 1 | 2
kmp_matcher
matrix_chain_order: p: [0.693 0.691 0.625 0.346 0.972], 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 | s:
[[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 1 2], [0 0 0 2 3], [0 0 0 0 3], [0 0 0 0 0]] | [[0 0 0 0 0], [0 0 1 1 3], [0 0 0 2 3], [0 0 0 0 3], [0 0 0 0 0]]
matrix_chain_order
topological_sort: A: [[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 1 0 0 1 0 1 0 1 1 0 0 0 1 0 0 0 0 0 1 1 1], [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 1 1 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 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], [1 0 1 0 1 1 0 0 0 1 0 1 0 0 1 1 0 0 0 1 0 0 1], [1 0 0 0 1 0 0 0 0 0 0 1 0 0 1 0 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 1 0 0 1], [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 1 1 1 1 0 1 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 0 0 0 0 0 0 0 0 0 1], [1 1 0 0 1 0 1 1 0 1 1 0 0 1 0 1 0 1 0 1 1 0 1], [0 0 0 0 1 0 1 0 1 1 0 1 0 0 1 0 0 1 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 0], [1 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1], [1 0 1 1 0 0 1 0 0 1 1 0 1 0 1 0 0 1 0 0 1 0 0], [1 0 1 0 0 0 0 1 0 0 1 0 0 0 0 1 0 0 1 0 0 0 1], [1 0 1 0 0 1 1 1 0 1 0 1 0 0 1 0 0 0 0 0 0 1 0], [1 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0], [1 0 1 0 1 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 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]], 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], 22, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 22 22], 21, [21 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 22 22], 0, [21 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 22 22], 0, [21 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 22 22], 0, [21 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 22 22], 0, [21 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 22 22], 0, [21 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 22 22], 0, [21 1 2 3 4 0 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 22 22], 5, [21 1 2 3 5 0 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 22 22], 4, [21 1 4 3 5 0 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 22 22], 2, [21 1 4 3 5 0 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 22 22], 2, [21 1 4 3 5 0 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 22 22], 2, [21 1 4 3 5 0 6 7 8 9 10 2 12 13 14 15 16 17 18 19 20 22 22], 11, [21 1 4 3 5 0 6 7 8 9 10 2 12 13 14 15 16 17 18 19 20 22 22], 11, [21 1 4 3 5 0 6 7 8 9 10 2 12 13 11 15 16 17 18 19 20 22 22], 14, [21 1 4 3 5 0 6 14 8 9 10 2 12 13 11 15 16 17 18 19 20 22 22], 7, [21 1 4 3 5 0 6 14 8 9 10 2 12 13 11 15 16 17 18 19 20 22 22], 7, [21 1 4 3 5 0 6 14 8 9 10 2 12 13 11 15 16 17 18 19 20 22 22], 7, [21 1 4 3 5 0 6 14 8 9 10 2 12 13 11 15 16 17 18 7 20 22 22], 19, [21 1 4 3 5 0 6 14 8 19 10 2 12 13 11 15 16 17 18 7 20 22 22], 9, [21 1 4 3 5 0 6 14 8 19 10 2 12 13 11 15 16 17 18 7 20 22 22], 9, [21 1 4 3 5 0 6 14 8 19 10 2 12 13 11 15 16 17 18 7 20 22 22], 9, [21 1 4 3 5 0 6 14 8 19 10 2 12 13 11 15 16 17 18 7 20 22 22], 9, [21 1 4 3 5 0 6 14 8 19 10 2 12 13 11 15 16 17 18 7 20 22 22], 9, [21 1 4 3 5 0 6 14 8 19 10 2 12 13 11 15 16 17 18 7 9 22 22], 20, [21 1 4 3 5 0 6 14 8 19 10 2 12 13 11 20 16 17 18 7 9 22 22], 15, [21 1 4 3 5 0 15 14 8 19 10 2 12 13 11 20 16 17 18 7 9 22 22], 6, [21 1 4 3 5 0 15 14 8 19 6 2 12 13 11 20 16 17 18 7 9 22 22], 10, [21 10 4 3 5 0 15 14 8 19 6 2 12 13 11 20 16 17 18 7 9 22 22], 1, [21 10 4 3 5 0 15 14 8 19 6 2 12 13 11 20 16 17 18 7 9 22 22], 1, [21 10 4 3 5 0 15 14 8 19 6 2 12 13 11 20 16 17 18 7 9 22 22], 1, [21 10 4 3 5 0 15 14 8 19 6 2 12 13 11 20 16 17 18 7 9 22 22], 1, [21 10 4 3 5 0 15 14 1 19 6 2 12 13 11 20 16 17 18 7 9 22 22], 8, [21 10 4 3 5 0 15 14 1 19 6 2 12 13 11 20 16 17 18 7 9 22 22], 8, [21 10 4 3 5 0 15 14 1 19 6 2 12 13 11 20 16 17 18 7 9 22 22], 8, [21 10 4 3 5 0 15 14 1 19 6 2 12 13 11 20 16 17 8 7 9 22 22], 18, [21 10 4 3 5 0 15 14 1 19 6 2 12 13 11 20 16 18 8 7 9 22 22], 17, [21 10 4 17 5 0 15 14 1 19 6 2 12 13 11 20 16 18 8 7 9 22 22], 3, [21 10 4 17 5 0 15 14 1 19 6 2 12 13 11 20 16 18 8 7 9 22 22], 3, [21 10 4 17 5 0 15 14 1 19 6 2 12 13 11 20 16 18 8 7 9 22 22], 3, [21 10 4 17 5 0 15 14 1 19 6 2 12 13 11 20 16 18 8 7 9 22 22], 3, [21 10 4 17 5 0 15 14 1 19 6 2 12 3 11 20 16 18 8 7 9 22 22], 13, [21 10 4 17 5 0 15 14 1 19 6 2 13 3 11 20 16 18 8 7 9 22 22], 12, [21 10 4 17 5 0 15 14 1 19 6 2 13 3 11 20 16 18 8 7 9 22 22], 12, [21 10 4 17 5 0 15 14 1 19 6 2 13 3 11 20 16 18 8 7 9 22 22], 12 | [21 10 4 17 5 0 15 14 1 19 6 2 13 3 11 20 12 18 8 7 9 22 22], 16
topological_sort
graham_scan: x: [-1.18 0.833 -0.281 -1.24 0.464 0.07 0.429 1.75 -1.91 0.601 0.648 -1.9 -1.8 0.148 -1.08 -1.8 -0.765 0.057 -1.71 -0.083 -0.469 -1.5 1.24 1.18 0.109 1.44 -1.31 0.335], y: [-0.424 -1.46 -1.68 -0.451 -0.693 0.471 -1.7 -0.624 0.581 0.815 0.097 -0.464 0.017 0.007 -0.401 0.848 -0.007 1.24 0.187 -0.12 -1.71 0.891 0.61 0.508 -0.955 1.06 0.088 -1.48], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0], [0 0 0 0 0 0 1 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 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 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 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 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1], [0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 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 1 0 0 0 0 0 0 0], [0 1 0 0 1 0 1 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 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0], [0 1 0 0 1 0 1 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 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 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0], [0 1 0 0 0 0 1 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 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 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 1 0 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 1 0 0 0 0 1 0 0], [0 1 0 0 0 0 1 1 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0], [0 1 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0], [0 1 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0], [0 1 0 0 0 0 1 1 0 1 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 1 0 0], [0 1 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0], [0 1 0 0 0 1 1 1 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0], [0 1 0 0 0 1 1 1 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 1 0 0], [0 1 0 0 0 1 1 1 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0], [0 1 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0], [0 1 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0], [0 1 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 1 0 0], [0 1 0 0 0 0 1 1 0 0 0 0 0 0 0 0 1 1 0 0 1 0 0 0 0 1 0 0], [0 1 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 1 0 0], [0 1 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 1 0 0 1 1 0 0 0 1 0 0], [0 1 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 1 0 0 1 1 0 0 0 1 1 0], [0 1 0 0 0 0 1 1 0 0 0 0 0 0 1 0 0 1 0 0 1 1 0 0 0 1 1 0], [0 1 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 1 0 0 1 1 0 0 0 1 1 0], [0 1 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 1 0 0 1 1 0 0 0 1 0 0], [0 1 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 1 0 0], [0 1 0 0 0 0 1 1 0 0 0 0 0 0 0 1 0 1 0 0 1 0 0 0 0 1 0 0], [1 1 0 0 0 0 1 1 0 0 0 0 0 0 0 1 0 1 0 0 1 0 0 0 0 1 0 0], [0 1 0 0 0 0 1 1 0 0 0 0 0 0 0 1 0 1 0 0 1 0 0 0 0 1 0 0], [0 1 0 1 0 0 1 1 0 0 0 0 0 0 0 1 0 1 0 0 1 0 0 0 0 1 0 0], [0 1 0 0 0 0 1 1 0 0 0 0 0 0 0 1 0 1 0 0 1 0 0 0 0 1 0 0], [0 1 0 0 0 0 1 1 1 0 0 0 0 0 0 1 0 1 0 0 1 0 0 0 0 1 0 0], [0 1 0 0 0 0 1 1 1 0 0 0 0 0 0 1 0 1 1 0 1 0 0 0 0 1 0 0], [0 1 0 0 0 0 1 1 1 0 0 0 0 0 0 1 0 1 0 0 1 0 0 0 0 1 0 0], [0 1 0 0 0 0 1 1 1 0 0 0 1 0 0 1 0 1 0 0 1 0 0 0 0 1 0 0], [0 1 0 0 0 0 1 1 1 0 0 0 0 0 0 1 0 1 0 0 1 0 0 0 0 1 0 0] | [0 1 0 0 0 0 1 1 1 0 0 1 0 0 0 1 0 1 0 0 1 0 0 0 0 1 0 0]
graham_scan
activity_selector: s: [0.663 0.53 0.397 0.262 0.424 0.189 0.201 0.494 0.007 0.149 0.133 0.216 0.373 0.79 0.017], f: [0.889 0.808 0.872 0.368 0.6 0.854 0.433 0.625 0.968 0.839 0.225 0.39 0.44 0.806 0.384], 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 1 0 0 0 0], [0 0 0 1 0 0 0 0 0 0 1 0 0 0 0], [0 0 0 1 0 0 0 0 0 0 1 0 0 0 0], [0 0 0 1 0 0 0 0 0 0 1 0 0 0 0], [0 0 0 1 0 0 0 0 0 0 1 0 0 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 0 1 0 1 0 0], [0 0 0 1 0 0 0 1 0 0 1 0 1 0 0], [0 0 0 1 0 0 0 1 0 0 1 0 1 1 0], [0 0 0 1 0 0 0 1 0 0 1 0 1 1 0], [0 0 0 1 0 0 0 1 0 0 1 0 1 1 0], [0 0 0 1 0 0 0 1 0 0 1 0 1 1 0], [0 0 0 1 0 0 0 1 0 0 1 0 1 1 0], [0 0 0 1 0 0 0 1 0 0 1 0 1 1 0] | [0 0 0 1 0 0 0 1 0 0 1 0 1 1 0]
activity_selector
lcs_length: string: [0 0 1 1], key: [2 1 0 0], initial_trace: [[-1 -1 1 1], [-1 -1 1 0], [-1 -1 -1 -1], [-1 -1 -1 -1]] trace | b:
| [[-1 -1 1 1], [-1 -1 1 1], [-1 -1 -1 -1], [-1 -1 -1 -1]]
lcs_length
graham_scan: x: [-1.43 -0.436 -0.243 -0.769 -0.893 0.048 1.75 -0.414 0.581 -0.168 1.05 -0.956 0.09 1.49 1.46], y: [-1.18 1.84 -1.83 1.33 1.74 0.322 -0.698 0.13 1.67 -1.47 -1.17 -0.962 -0.176 -0.381 -0.99], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[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 1], [0 0 1 0 0 0 0 0 0 0 1 0 0 0 1], [0 0 1 0 0 0 0 0 0 0 0 0 0 0 1], [0 0 1 0 0 0 1 0 0 0 0 0 0 0 1], [0 0 1 0 0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 0 0 1 0 0 0 0 0 0 0 1], [0 0 1 0 0 0 1 0 1 0 0 0 0 0 1], [0 0 1 0 0 0 1 0 1 1 0 0 0 0 1], [0 0 1 0 0 0 1 0 1 0 0 0 0 0 1], [0 0 1 0 0 0 1 0 1 0 0 0 1 0 1], [0 0 1 0 0 0 1 0 1 0 0 0 0 0 1], [0 0 1 0 0 1 1 0 1 0 0 0 0 0 1], [0 0 1 0 0 0 1 0 1 0 0 0 0 0 1], [0 1 1 0 0 0 1 0 1 0 0 0 0 0 1], [0 1 1 0 0 0 1 1 1 0 0 0 0 0 1], [0 1 1 0 0 0 1 0 1 0 0 0 0 0 1], [0 1 1 1 0 0 1 0 1 0 0 0 0 0 1], [0 1 1 0 0 0 1 0 1 0 0 0 0 0 1], [0 1 1 0 1 0 1 0 1 0 0 0 0 0 1], [0 1 1 0 1 0 1 0 1 0 0 1 0 0 1], [0 1 1 0 1 0 1 0 1 0 0 0 0 0 1] | [1 1 1 0 1 0 1 0 1 0 0 0 0 0 1]
graham_scan
dijkstra: s: 1, A: [[0 0 0 0 0 0 0 0.241 0.323 0 0 0.55 0 0 0], [0 0.049 0 0 0.312 0.47 0.574 0.397 0.334 0 0 0.553 0 0.36 0], [0 0 0 0 0 0.249 0 0 0 0 0.759 0 0.468 0.264 0], [0 0 0 0 0 0.042 0 0 0 0 0 0 0 0 0.572], [0 0.312 0 0 0.084 0 0 0.269 0 0.203 0 0 0 0.745 0], [0 0.47 0.249 0.042 0 0 0 0 0 0.262 0 0.263 0.737 0 0], [0 0.574 0 0 0 0 0.281 0 0.386 0.722 0 0 0 0 0], [0.241 0.397 0 0 0.269 0 0 0.054 0 0.64 0 0 0 0.866 0.66], [0.323 0.334 0 0 0 0 0.386 0 0.292 0 0 0.662 0.113 0 0], [0 0 0 0 0.203 0.262 0.722 0.64 0 0.28 0 0 0 0 0], [0 0 0.759 0 0 0 0 0 0 0 0.714 0 0 0 0.261], [0.55 0.553 0 0 0 0.263 0 0 0.662 0 0 0.907 0.8 0 0], [0 0 0.468 0 0 0.737 0 0 0.113 0 0 0.8 0 0.442 0.757], [0 0.36 0.264 0 0.745 0 0 0.866 0 0 0 0 0.442 0.057 0.647], [0 0 0 0.572 0 0 0 0.66 0 0 0.261 0 0.757 0.647 0.907]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14] trace | pi:
[0 1 2 3 1 1 1 1 1 9 10 1 12 1 14], [0 1 2 3 1 1 1 1 1 4 10 1 12 1 14], [8 1 2 3 1 1 1 1 1 4 10 1 8 1 14], [8 1 13 3 1 1 1 1 1 4 10 1 8 1 13], [7 1 13 3 1 1 1 1 1 4 10 1 8 1 13], [7 1 13 3 1 1 1 1 1 4 10 1 8 1 13], [7 1 13 5 1 1 1 1 1 4 10 1 8 1 13], [7 1 13 5 1 1 1 1 1 4 10 1 8 1 13], [7 1 13 5 1 1 1 1 1 4 10 1 8 1 13], [7 1 13 5 1 1 1 1 1 4 10 1 8 1 13], [7 1 13 5 1 1 1 1 1 4 10 1 8 1 13], [7 1 13 5 1 1 1 1 1 4 2 1 8 1 13], [7 1 13 5 1 1 1 1 1 4 2 1 8 1 13], [7 1 13 5 1 1 1 1 1 4 14 1 8 1 13] | [7 1 13 5 1 1 1 1 1 4 14 1 8 1 13]
dijkstra
naive_string_matcher: string: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1], key: [1 0 3 1 0 3 3 0 1 2 0 0 0 2 2 1 1 0 3], initial_trace: 0 trace | s:
0 | 0
naive_string_matcher
binary_search: key: [0.021 0.027 0.035 0.061 0.061 0.068 0.126 0.18 0.199 0.205 0.22 0.331 0.409 0.438 0.494 0.504 0.593 0.596 0.61 0.667 0.681 0.685 0.834 0.862 0.864 0.87 0.888 0.963], target: 0.699, initial_trace: (0, 27) trace | (low, high):
(14, 27), (21, 27), (21, 24), (21, 22) | (22, 22)
binary_search
naive_string_matcher: string: [0 0 0 0 0 0 0 0 0 0 1 1], key: [3 1 3 2 0 3 2 2 0 3 1 3], initial_trace: 0 trace | s:
1 | 1
naive_string_matcher
kmp_matcher: string: [0 0 0 0 0 0 0 0 0 0 1 1], key: [3 1 1 1 2 2 2 1 0 0 3 1], initial_trace: 0 trace | s:
0, 0 | 0
kmp_matcher
mst_prim: s: 9, A: [[0 0.111 0.221 0 0 0 0 0.158 0 0 0], [0.111 0 0 0 0.505 0 0 0 0 0 0], [0.221 0 0 0 0.215 0 0 0 0 0 0], [0 0 0 0 0.613 0 0 0 0.399 0 0], [0 0.505 0.215 0.613 0.274 0 0 0 0 0 0.742], [0 0 0 0 0 0.814 0 0 0 0 0], [0 0 0 0 0 0 0 0.478 0 0.759 0], [0.158 0 0 0 0 0 0.478 0 0 0 0.375], [0 0 0 0.399 0 0 0 0 0 0 0], [0 0 0 0 0 0 0.759 0 0 0 0.683], [0 0 0 0 0.742 0 0 0.375 0 0.683 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10] trace | pi:
[0 1 2 3 4 5 9 7 8 9 9], [0 1 2 3 10 5 9 10 8 9 9], [7 1 2 3 10 5 7 10 8 9 9], [7 0 0 3 10 5 7 10 8 9 9], [7 0 0 3 1 5 7 10 8 9 9], [7 0 0 3 2 5 7 10 8 9 9], [7 0 0 4 2 5 7 10 8 9 9], [7 0 0 4 2 5 7 10 8 9 9], [7 0 0 4 2 5 7 10 3 9 9] | [7 0 0 4 2 5 7 10 3 9 9]
mst_prim
optimal_bst: p: [0.092 0.095 0.086 0.122 0.127 0], q: [0.134 0.118 0.054 0.039 0.056 0.077], initial_trace: [[0 0 0 0 0 0], [0 0 0 0 0 0], [0 0 0 0 0 0], [0 0 0 0 0 0], [0 0 0 0 0 0], [0 0 0 0 0 0]] trace | root:
[[0 0 0 0 0 0], [0 0 1 0 0 0], [0 0 0 2 0 0], [0 0 0 0 3 0], [0 0 0 0 0 4], [0 0 0 0 0 0]], [[0 0 0 0 0 0], [0 0 1 1 0 0], [0 0 0 2 3 0], [0 0 0 0 3 4], [0 0 0 0 0 4], [0 0 0 0 0 0]], [[0 0 0 1 0 0], [0 0 1 1 2 0], [0 0 0 2 3 3], [0 0 0 0 3 4], [0 0 0 0 0 4], [0 0 0 0 0 0]], [[0 0 0 1 1 0], [0 0 1 1 2 3], [0 0 0 2 3 3], [0 0 0 0 3 4], [0 0 0 0 0 4], [0 0 0 0 0 0]] | [[0 0 0 1 1 1], [0 0 1 1 2 3], [0 0 0 2 3 3], [0 0 0 0 3 4], [0 0 0 0 0 4], [0 0 0 0 0 0]]
optimal_bst
dfs: A: [[0 0 1 1 1 1 0 0 1 1 0 1], [1 1 1 0 1 0 0 0 0 0 1 0], [0 1 0 0 1 1 0 0 1 1 1 0], [0 0 1 1 1 1 0 0 1 1 0 0], [1 0 1 0 0 0 0 1 1 0 0 0], [1 0 1 1 0 1 1 1 1 1 1 1], [0 1 0 0 1 0 0 0 0 0 1 1], [0 1 1 0 0 1 0 0 1 0 0 0], [0 0 0 0 0 0 1 1 0 1 1 1], [1 1 0 1 0 1 1 0 1 0 0 0], [0 0 0 0 0 0 1 1 0 1 0 1], [1 0 1 1 0 1 0 1 0 0 0 1]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11] trace | pi:
[0 1 2 3 4 5 6 7 8 9 10 11], [0 1 0 3 4 5 6 7 8 9 10 11], [0 1 0 3 4 5 6 7 8 9 10 11], [0 2 0 3 4 5 6 7 8 9 10 11], [0 2 0 3 4 5 6 7 8 9 10 11], [0 2 0 3 1 5 6 7 8 9 10 11], [0 2 0 3 1 5 6 7 8 9 10 11], [0 2 0 3 1 5 6 4 8 9 10 11], [0 2 0 3 1 5 6 4 8 9 10 11], [0 2 0 3 1 7 6 4 8 9 10 11], [0 2 0 3 1 7 6 4 8 9 10 11], [0 2 0 5 1 7 6 4 8 9 10 11], [0 2 0 5 1 7 6 4 8 9 10 11], [0 2 0 5 1 7 6 4 3 9 10 11], [0 2 0 5 1 7 6 4 3 9 10 11], [0 2 0 5 1 7 8 4 3 9 10 11], [0 2 0 5 1 7 8 4 3 9 10 11], [0 2 0 5 1 7 8 4 3 9 6 11], [0 2 0 5 1 7 8 4 3 9 6 11], [0 2 0 5 1 7 8 4 3 10 6 11], [0 2 0 5 1 7 8 4 3 10 6 11], [0 2 0 5 1 7 8 4 3 10 6 11], [0 2 0 5 1 7 8 4 3 10 6 10], [0 2 0 5 1 7 8 4 3 10 6 10], [0 2 0 5 1 7 8 4 3 10 6 10], [0 2 0 5 1 7 8 4 3 10 6 10], [0 2 0 5 1 7 8 4 3 10 6 10], [0 2 0 5 1 7 8 4 3 10 6 10], [0 2 0 5 1 7 8 4 3 10 6 10], [0 2 0 5 1 7 8 4 3 10 6 10], [0 2 0 5 1 7 8 4 3 10 6 10], [0 2 0 5 1 7 8 4 3 10 6 10], [0 2 0 5 1 7 8 4 3 10 6 10], [0 2 0 5 1 7 8 4 3 10 6 10] | [0 2 0 5 1 7 8 4 3 10 6 10]
dfs
bellman_ford: s: 11, A: [[0 0 0.754 0 0 0.704 0 0 0.767 0 0 0 0.927 0 0.398], [0 0 0 0 0 0 0 0 0.729 0.574 0.73 0.908 0.591 0.786 0.868], [0.754 0 0 0 0 0.39 0 0 0.419 0 0 0 0.32 0.372 0], [0 0 0 0.578 0 0.463 0.555 0 0.504 0.571 0 0 0 0 0.838], [0 0 0 0 0 0 0 0.198 0 0 0.461 0 0 0.434 0], [0.704 0 0.39 0.463 0 0 0 0 0.839 0 0 0 0 0.675 0], [0 0 0 0.555 0 0 0 0.303 0 0 0 0 0 0 0], [0 0 0 0 0.198 0 0.303 0.978 0 0 0 0 0 0 0], [0.767 0.729 0.419 0.504 0 0.839 0 0 0.079 0 0 0 0 0 0], [0 0.574 0 0.571 0 0 0 0 0 0.528 0 0 0 0 0], [0 0.73 0 0 0.461 0 0 0 0 0 0.943 0.49 0.615 0 0], [0 0.908 0 0 0 0 0 0 0 0 0.49 0 0 0.591 0.322], [0.927 0.591 0.32 0 0 0 0 0 0 0 0.615 0 0 0 0], [0 0.786 0.372 0 0.434 0.675 0 0 0 0 0 0.591 0 0.181 0], [0.398 0.868 0 0.838 0 0 0 0 0 0 0 0.322 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14] trace | pi:
[0 11 2 3 4 5 6 7 8 9 11 11 12 11 11], [14 11 13 14 10 13 6 7 1 1 11 11 10 11 11], [14 11 13 14 10 13 3 4 2 1 11 11 10 11 11] | [14 11 13 14 10 13 7 4 2 1 11 11 10 11 11]
bellman_ford
bellman_ford: s: 0, A: [[0 0 0.746 0 0], [0 0 0 0 0], [0.746 0 0 0 0.315], [0 0 0 0.906 0.589], [0 0 0.315 0.589 0]], initial_trace: [0 1 2 3 4] trace | pi:
[0 1 0 3 4], [0 1 0 3 2] | [0 1 0 4 2]
bellman_ford
dijkstra: s: 6, A: [[0 0 0.143 0 0.149 0 0 0 0 0 0.953 0], [0 0 0.236 0 0 0 0 0.048 0 0.833 0 0], [0.143 0.236 0.121 0 0 0 0 0.794 0 0 0 0.527], [0 0 0 0.242 0.874 0.179 0 0 0 0 0.268 0], [0.149 0 0 0.874 0.953 0 0 0 0 0 0.665 0.429], [0 0 0 0.179 0 0.692 0 0 0.82 0 0 0], [0 0 0 0 0 0 0.417 0.204 0 0 0 0], [0 0.048 0.794 0 0 0 0.204 0.244 0 0.093 0 0], [0 0 0 0 0 0.82 0 0 0 0 0 0.395], [0 0.833 0 0 0 0 0 0.093 0 0 0.219 0.902], [0.953 0 0 0.268 0.665 0 0 0 0 0.219 0.193 0], [0 0 0.527 0 0.429 0 0 0 0.395 0.902 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11] trace | pi:
[0 1 2 3 4 5 6 6 8 9 10 11], [0 7 7 3 4 5 6 6 8 7 10 11], [0 7 1 3 4 5 6 6 8 7 10 11], [0 7 1 3 4 5 6 6 8 7 9 9], [2 7 1 3 4 5 6 6 8 7 9 2], [2 7 1 10 10 5 6 6 8 7 9 2], [2 7 1 10 0 5 6 6 8 7 9 2], [2 7 1 10 0 5 6 6 8 7 9 2], [2 7 1 10 0 3 6 6 8 7 9 2], [2 7 1 10 0 3 6 6 5 7 9 2], [2 7 1 10 0 3 6 6 11 7 9 2] | [2 7 1 10 0 3 6 6 11 7 9 2]
dijkstra
binary_search: key: [0.01 0.034 0.037 0.117 0.136 0.136 0.149 0.184 0.204 0.212 0.263 0.281 0.297 0.32 0.383 0.383 0.392 0.547 0.58 0.583 0.604 0.636 0.673 0.683 0.703 0.742 0.795 0.908 0.95 0.971 0.998], target: 0.913, initial_trace: (0, 30) trace | (low, high):
(16, 30), (24, 30), (28, 30), (28, 29) | (28, 28)
binary_search
topological_sort: A: [[0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0], [0 0 1 1 0 1 0 0 0 1 0 0 1 1 0 1 0 0 0], [0 0 0 0 0 0 0 1 0 1 0 0 1 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 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 1 1 0 0 0 0 1 0 0 0 0 0 0 1 0 0], [1 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0], [1 0 1 1 0 1 1 1 0 0 0 0 1 1 0 0 1 0 1], [1 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0], [0 0 1 1 0 0 0 1 0 1 0 0 1 0 1 0 1 0 0], [0 0 0 0 1 1 0 0 0 0 0 0 0 1 0 0 1 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 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 1 0 0 0 0 0], [0 0 1 0 0 0 0 1 0 1 0 0 0 1 1 0 1 1 0], [1 0 0 1 0 0 0 1 0 0 0 0 0 1 1 0 0 0 0], [0 0 0 0 0 1 0 1 0 0 0 0 1 0 0 0 0 0 0], [1 0 0 1 0 0 0 1 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], 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 6 7 8 9 10 11 12 13 14 15 16 17 18], 5, [0 1 2 3 5 5 6 7 8 9 10 11 12 13 14 15 16 17 18], 4, [0 1 2 3 5 5 6 7 8 9 10 11 12 4 14 15 16 17 18], 13, [13 1 2 3 5 5 6 7 8 9 10 11 12 4 14 15 16 17 18], 0, [13 1 2 3 5 5 6 7 8 9 10 11 12 4 14 15 16 17 18], 0, [13 1 2 3 5 5 6 7 8 9 10 11 12 4 14 15 16 17 18], 0, [13 1 2 3 5 5 6 7 8 9 10 11 12 4 14 15 16 17 18], 0, [13 1 2 3 5 5 6 7 8 9 10 11 12 4 14 15 16 17 18], 0, [13 1 2 3 5 5 6 7 8 9 10 11 12 4 14 15 16 17 18], 0, [13 1 2 3 5 5 6 7 8 0 10 11 12 4 14 15 16 17 18], 9, [13 1 2 3 5 5 6 9 8 0 10 11 12 4 14 15 16 17 18], 7, [13 1 2 3 5 5 6 9 8 0 10 11 12 4 14 15 16 17 18], 7, [13 1 2 3 5 5 6 9 8 0 10 11 12 4 14 15 16 17 18], 7, [13 1 2 3 5 5 6 9 8 0 10 11 12 4 14 15 16 17 18], 7, [13 1 2 7 5 5 6 9 8 0 10 11 12 4 14 15 16 17 18], 3, [13 1 2 7 5 5 6 9 8 0 10 11 12 4 14 15 16 17 18], 3, [13 1 2 7 5 5 6 9 8 0 10 11 12 4 3 15 16 17 18], 14, [13 1 2 7 5 5 6 9 8 0 10 11 12 4 3 15 14 17 18], 16, [13 1 2 7 5 5 6 9 8 0 10 11 16 4 3 15 14 17 18], 12, [13 1 2 7 5 5 6 9 8 0 10 11 16 4 3 15 14 17 18], 12, [13 1 2 7 5 5 6 9 8 0 10 11 16 4 3 15 14 12 18], 17, [13 1 17 7 5 5 6 9 8 0 10 11 16 4 3 15 14 12 18], 2, [13 1 17 7 5 5 6 9 8 0 10 11 16 4 3 15 14 12 18], 2, [13 1 17 7 5 5 6 9 8 0 10 11 16 4 3 2 14 12 18], 15, [13 15 17 7 5 5 6 9 8 0 10 11 16 4 3 2 14 12 18], 1, [13 15 17 7 5 5 6 9 8 0 10 11 16 4 3 2 14 12 18], 1, [13 15 17 7 5 5 6 9 8 0 10 11 16 4 3 2 14 12 18], 1, [13 15 17 7 5 5 1 9 8 0 10 11 16 4 3 2 14 12 18], 6, [13 15 17 7 5 5 1 9 8 0 10 11 16 4 3 2 14 12 18], 6, [13 15 17 7 5 5 1 9 8 0 10 11 16 4 3 2 14 12 18], 6, [13 15 17 7 5 5 1 9 8 0 10 11 16 4 3 2 14 12 18], 6, [13 15 17 7 5 5 1 9 8 0 10 11 16 4 3 2 14 12 18], 6, [13 15 17 7 5 5 1 9 8 0 10 6 16 4 3 2 14 12 18], 11, [13 15 17 7 5 5 1 9 8 0 10 6 16 4 3 2 14 12 11], 18, [13 15 17 7 5 5 1 9 18 0 10 6 16 4 3 2 14 12 11], 8, [13 15 17 7 5 5 1 9 18 0 10 6 16 4 3 2 14 12 11], 8, [13 15 17 7 5 5 1 9 18 0 10 6 16 4 3 2 14 12 11], 8 | [13 15 17 7 5 5 1 9 18 0 8 6 16 4 3 2 14 12 11], 10
topological_sort
kmp_matcher: string: [0 0 0 0 0 0 0 0 1 1], key: [1 2 1 1 0 2 2 3 2 2], initial_trace: 0 trace | s:
0, 0, 0, 1, 1, 2, 3, 4 | 5
kmp_matcher
quickselect: key: [0.72 0.455 0.542 0.546], initial_trace: 3 trace | pivot:
3, 3 | 3
quickselect
activity_selector: s: [0.271 0.163 0.69 0.615 0.149 0.095 0.194 0.206 0.029 0.209], f: [0.381 0.345 0.921 0.717 0.907 0.788 0.986 0.308 0.614 0.349], 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 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 1 0 0 0 1 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 0 0 0 1 0 0] | [0 0 0 1 0 0 0 1 0 0]
activity_selector
naive_string_matcher: string: [0 0 0 0 0 0 0 0 0 0 0 0 1 1 1], key: [2 3 2 1 0 1 3 1 2 3 0 2 1 2 3], initial_trace: 0 trace | s:
1, 2, 3, 3, 4, 5, 5, 6, 7, 7 | 7
naive_string_matcher
strongly_connected_components: A: [[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 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 1 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 1 0 1 0], [0 0 0 0 0 0 1 0 0 1]], initial_trace: [0 1 2 3 4 5 6 7 8 9] trace | scc_id:
[0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 1 7 8 9], [0 1 2 3 4 5 1 7 1 9], [0 1 2 3 4 5 1 7 1 9], [0 1 2 3 4 5 1 7 1 9], [0 1 2 3 4 5 1 7 1 9], [0 1 2 3 4 5 1 7 1 9], [0 1 2 3 4 5 1 7 1 9], [0 1 2 3 4 5 1 7 1 9], [0 1 2 3 4 5 1 7 1 9] | [0 1 2 3 4 5 1 7 1 9]
strongly_connected_components
bellman_ford: s: 5, A: [[0 0 0.133 0.156 0 0 0 0 0 0.293 0.422], [0 0.808 0.277 0.178 0 0 0 0 0 0 0], [0.133 0.277 0 0 0 0 0.417 0 0 0 0], [0.156 0.178 0 0 0.622 0 0 0 0 0 0], [0 0 0 0.622 0 0.358 0 0.46 0 0 0], [0 0 0 0 0.358 0 0 0 0 0 0], [0 0 0.417 0 0 0 0.906 0.671 0 0 0.703], [0 0 0 0 0.46 0 0.671 0.101 0.305 0 0], [0 0 0 0 0 0 0 0.305 0.279 0 0.315], [0.293 0 0 0 0 0 0 0 0 0 0], [0.422 0 0 0 0 0 0.703 0 0.315 0 0.623]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10] trace | pi:
[0 1 2 3 5 5 6 7 8 9 10], [0 1 2 4 5 5 6 4 8 9 10], [3 3 2 4 5 5 7 4 7 9 10] | [3 3 0 4 5 5 7 4 7 0 8]
bellman_ford
bridges: A: [[0 0 0 0 0], [0 0 0 0 0], [0 0 1 1 0], [0 0 1 0 0], [0 0 0 0 0]], initial_trace: [[0 -1 -1 -1 -1], [-1 0 -1 -1 -1], [-1 -1 0 0 -1], [-1 -1 0 0 -1], [-1 -1 -1 -1 0]] trace | is_bridge:
[[0 -1 -1 -1 -1], [-1 0 -1 -1 -1], [-1 -1 0 0 -1], [-1 -1 0 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 -1 -1], [-1 0 -1 -1 -1], [-1 -1 0 0 -1], [-1 -1 0 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 -1 -1], [-1 0 -1 -1 -1], [-1 -1 0 0 -1], [-1 -1 0 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 -1 -1], [-1 0 -1 -1 -1], [-1 -1 0 0 -1], [-1 -1 0 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 -1 -1], [-1 0 -1 -1 -1], [-1 -1 0 0 -1], [-1 -1 0 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 -1 -1], [-1 0 -1 -1 -1], [-1 -1 0 0 -1], [-1 -1 0 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 -1 -1], [-1 0 -1 -1 -1], [-1 -1 0 0 -1], [-1 -1 0 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 -1 -1], [-1 0 -1 -1 -1], [-1 -1 0 0 -1], [-1 -1 0 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 -1 -1], [-1 0 -1 -1 -1], [-1 -1 0 0 -1], [-1 -1 0 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 -1 -1], [-1 0 -1 -1 -1], [-1 -1 0 0 -1], [-1 -1 0 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 -1 -1], [-1 0 -1 -1 -1], [-1 -1 0 0 -1], [-1 -1 0 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
binary_search: key: [0 0.071 0.141 0.164 0.267 0.278 0.372 0.383 0.413 0.519 0.527 0.659 0.748 0.749 0.78 0.893 0.9 0.905 0.938], target: 0.558, initial_trace: (0, 18) trace | (low, high):
(10, 18), (10, 14), (10, 12), (10, 11) | (11, 11)
binary_search
dag_shortest_paths: s: 3, A: [[0 0 0 0.41 0 0 0.219 0 0 0.877 0.43 0 0 0 0.0218], [0.315 0 0.178 0 0.491 0 0.25 0 0.901 0.37 0 0 0.536 0.536 0.977], [0 0 0 0.366 0 0 0 0 0 0 0.442 0 0 0 0], [0 0 0 0 0.887 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0.179 0 0 0 0 0.831 0 0.127 0 0.351 0.197 0 0], [0 0 0.599 0 0.839 0 0 0 0.852 0 0.416 0 0 0.585 0.78], [0.643 0 0 0 0 0 0 0 0 0.348 0.338 0.303 0 0 0.427], [0 0 0.891 0 0.442 0 0 0 0 0.847 0 0.66 0 0 0], [0 0 0 0 0 0 0 0 0 0 0.558 0 0 0.653 0], [0 0 0 0.111 0.916 0 0 0 0 0 0 0 0 0 0], [0 0 0 0.409 0.0158 0 0 0 0 0 0.139 0 0 0.628 0.537], [0 0 0.358 0 0.719 0 0.746 0 0.124 0 0 0.12 0 0 0], [0 0 0 0.143 0.629 0 0 0 0 0 0.506 0 0 0 0.476], [0 0 0 0 0.198 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 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 3 5 6 7 8 9 10 11 12 13 14]
dag_shortest_paths
mst_prim: s: 11, A: [[0.176 0.6 0.438 0 0 0 0.077 0 0.246 0 0 0], [0.6 0.531 0 0 0 0 0.732 0 0 0 0.156 0], [0.438 0 0.115 0.394 0.643 0 0 0.344 0.616 0 0 0], [0 0 0.394 0.749 0 0 0.535 0.467 0 0 0 0], [0 0 0.643 0 0.205 0.271 0 0.415 0 0 0 0], [0 0 0 0 0.271 0.433 0 0 0 0 0.54 0], [0.077 0.732 0 0.535 0 0 0 0 0.1 0 0 0], [0 0 0.344 0.467 0.415 0 0 0.104 0.923 0 0 0], [0.246 0 0.616 0 0 0 0.1 0.923 0 0 0.353 0], [0 0 0 0 0 0 0 0 0 0.396 0 0], [0 0.156 0 0 0 0.54 0 0 0.353 0 0 0.448], [0 0 0 0 0 0 0 0 0 0 0.448 0.993]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11] trace | pi:
[0 1 2 3 4 5 6 7 8 9 11 11], [0 10 2 3 4 10 6 7 10 9 11 11], [1 10 2 3 4 10 1 7 10 9 11 11], [8 10 8 3 4 10 8 8 10 9 11 11], [6 10 8 6 4 10 8 8 10 9 11 11], [6 10 0 6 4 10 8 8 10 9 11 11], [6 10 0 2 2 10 8 2 10 9 11 11], [6 10 0 2 7 10 8 2 10 9 11 11], [6 10 0 2 7 10 8 2 10 9 11 11], [6 10 0 2 7 4 8 2 10 9 11 11] | [6 10 0 2 7 4 8 2 10 9 11 11]
mst_prim
quickselect: key: [0.276 0.354 0.71 0.593], initial_trace: 3 trace | pivot:
3, 3 | 3
quickselect
kmp_matcher: string: [0 0 0 1], key: [1 1 2 1], initial_trace: 0 trace | s:
| 0
kmp_matcher
topological_sort: A: [[0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [1 1 0 0 0], [0 1 0 1 0]], 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 0 2 3 4], 1, [0 0 2 3 4], 1, [0 0 2 3 4], 1, [0 0 1 3 4], 2, [0 0 1 3 4], 2, [0 0 1 3 4], 2, [0 0 1 2 4], 3, [0 0 1 2 4], 3, [0 0 1 2 4], 3 | [0 0 1 2 3], 4
topological_sort
bellman_ford: s: 7, A: [[0.33 0 0 0 0 0 0 0 0 0.39 0 0 0 0 0.282 0.625 0 0 0.603], [0 0.192 0 0 0 0 0.746 0 0 0.063 0 0 0 0 0 0 0 0 0.733], [0 0 0.487 0.486 0 0.227 0.477 0 0 0.306 0 0 0.332 0 0 0 0 0 0], [0 0 0.486 0.122 0.525 0.853 0 0 0.656 0.334 0 0 0.114 0 0.082 0 0 0.679 0], [0 0 0 0.525 0 0.272 0 0 0 0 0 0 0 0 0 0 0 0.237 0], [0 0 0.227 0.853 0.272 0.914 0 0.171 0.468 0 0.934 0 0.304 0 0 0.155 0.572 0 0], [0 0.746 0.477 0 0 0 0 0 0 0.588 0 0 0 0 0 0 0 0 0.207], [0 0 0 0 0 0.171 0 0 0 0 0 0 0 0.393 0 0.738 0.677 0.1 0], [0 0 0 0.656 0 0.468 0 0 0.273 0 0 0 0 0 0 0 0 0.55 0], [0.39 0.063 0.306 0.334 0 0 0.588 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0.934 0 0 0 0 0.794 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.574 0 0 0 0.95], [0 0 0.332 0.114 0 0.304 0 0 0 0 0 0 0 0 0.643 0 0 0 0.52], [0 0 0 0 0 0 0 0.393 0 0 0 0 0 0.972 0 0.333 0 0.422 0], [0.282 0 0 0.082 0 0 0 0 0 0 0 0.574 0.643 0 0 0.771 0 0 0], [0.625 0 0 0 0 0.155 0 0.738 0 0 0 0 0 0.333 0.771 0 0 0 0.767], [0 0 0 0 0 0.572 0 0.677 0 0 0 0 0 0 0 0 0.499 0 0], [0 0 0 0.679 0.237 0 0 0.1 0.55 0 0 0 0 0.422 0 0 0 0.348 0], [0.603 0.733 0 0 0 0 0.207 0 0 0 0 0.95 0.52 0 0 0.767 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18] trace | pi:
[0 1 2 3 4 7 6 7 8 9 10 11 12 7 14 7 7 7 18], [15 1 5 17 17 7 6 7 5 9 5 11 5 7 15 5 7 7 15], [15 18 5 12 17 7 2 7 5 2 5 14 5 7 3 5 7 7 12], [15 9 5 12 17 7 2 7 5 2 5 14 5 7 3 5 7 7 12] | [15 9 5 12 17 7 2 7 5 2 5 14 5 7 3 5 7 7 12]
bellman_ford
binary_search: key: [0.214 0.47 0.727 0.791 0.909], target: 0.567, initial_trace: (0, 4) trace | (low, high):
(0, 2) | (2, 2)
binary_search
bellman_ford: s: 7, A: [[0.364 0 0 0 0 0 0.172 0 0.665 0 0 0], [0 0 0 0 0 0 0.53 0 0 0 0.577 0], [0 0 0.435 0.045 0 0.345 0 0 0 0.295 0 0], [0 0 0.045 0 0 0.107 0 0 0 0 0 0], [0 0 0 0 0.499 0 0.573 0 0 0 0 0], [0 0 0.345 0.107 0 0.55 0 0 0 0 0 0], [0.172 0.53 0 0 0.573 0 0.502 0.806 0 0 0.186 0.844], [0 0 0 0 0 0 0.806 0.133 0 0 0 0], [0.665 0 0 0 0 0 0 0 0.089 0.213 0 0], [0 0 0.295 0 0 0 0 0 0.213 0 0 0], [0 0.577 0 0 0 0 0.186 0 0 0 0 0], [0 0 0 0 0 0 0.844 0 0 0 0 0.297]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11] trace | pi:
[0 1 2 3 4 5 7 7 8 9 10 11], [6 6 2 3 6 5 7 7 8 9 6 6], [6 6 2 3 6 5 7 7 0 9 6 6], [6 6 2 3 6 5 7 7 0 8 6 6], [6 6 9 3 6 5 7 7 0 8 6 6], [6 6 9 2 6 2 7 7 0 8 6 6] | [6 6 9 2 6 3 7 7 0 8 6 6]
bellman_ford
naive_string_matcher: string: [0 0 0 0 0 0 0 0 0 1 1], key: [0 3 1 0 1 0 1 1 1 1 0], initial_trace: 0 trace | s:
1, 2 | 2
naive_string_matcher
bellman_ford: s: 9, A: [[0.238 0.265 0.774 0 0 0 0 0 0.552 0 0 0], [0.265 0.591 0 0 0 0 0 0 0.321 0 0 0], [0.774 0 0.17 0 0 0 0 0 0.085 0 0 0], [0 0 0 0.155 0 0 0 0.412 0 0.651 0 0], [0 0 0 0 0.864 0.599 0.405 0 0.538 0 0.51 0], [0 0 0 0 0.599 0 0 0 0 0 0 0], [0 0 0 0 0.405 0 0.798 0 0 0.246 0 0], [0 0 0 0.412 0 0 0 0 0 0 0 0.2], [0.552 0.321 0.085 0 0.538 0 0 0 0 0.655 0 0], [0 0 0 0.651 0 0 0.246 0 0.655 0 0 0.204], [0 0 0 0 0.51 0 0 0 0 0 0.667 0.364], [0 0 0 0 0 0 0 0.2 0 0.204 0.364 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11] trace | pi:
[0 1 2 9 4 5 9 7 9 9 10 9], [8 8 8 9 6 5 9 11 9 9 11 9] | [8 8 8 9 6 4 9 11 9 9 11 9]
bellman_ford
kmp_matcher: string: [0 0 0 0 0 0 0 0 1 1], key: [1 2 1 3 0 2 2 3 1 3], initial_trace: 0 trace | s:
0, 0, 0, 0, 1 | 2
kmp_matcher
minimum: key: [0.747 0.64 0.502 0.71 0.032], initial_trace: 0 trace | min:
1, 2, 2 | 4
minimum
find_maximum_subarray_kadane: key: [-0.426 -0.412 -0.632 -0.472 0.373 -0.971 0.419 -0.039 0.093 0.037 -0.66 0.319 0.407 -0.246 -0.37 -0.911 0.016 0.275 -0.926 0.117 -0.997 0.677 -0.992 0.9 0.52 -0.223 0.806 -0.322 0.526 0.185 0.266], initial_trace: (0, 0) trace | (best_low, best_high):
(1, 1), (1, 1), (1, 1), (4, 4), (4, 4), (6, 6), (6, 6), (6, 8), (6, 9), (6, 9), (6, 9), (11, 12), (11, 12), (11, 12), (11, 12), (11, 12), (11, 12), (11, 12), (11, 12), (11, 12), (11, 12), (11, 12), (23, 23), (23, 24), (23, 24), (23, 26), (23, 26), (23, 28), (23, 29) | (23, 30)
find_maximum_subarray_kadane
bellman_ford: s: 8, A: [[0 0 0 0 0 0.382 0 0 0 0 0 0.593], [0 0.653 0 0 0.402 0 0.515 0.45 0 0.375 0 0.563], [0 0 0.985 0 0 0.833 0 0 0 0 0.325 0.1], [0 0 0 0 0.323 0 0 0 0 0 0 0], [0 0.402 0 0.323 0 0.265 0 0 0 0.562 0 0], [0.382 0 0.833 0 0.265 0 0 0.068 0.131 0.488 0.268 0], [0 0.515 0 0 0 0 0.467 0 0 0 0 0], [0 0.45 0 0 0 0.068 0 0.122 0.529 0 0 0], [0 0 0 0 0 0.131 0 0.529 0 0 0 0], [0 0.375 0 0 0.562 0.488 0 0 0 0 0 0.179], [0 0 0.325 0 0 0.268 0 0 0 0 0.74 0], [0.593 0.563 0.1 0 0 0 0 0 0 0.179 0 0.041]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11] trace | pi:
[0 1 2 3 4 8 6 8 8 9 10 11], [5 7 5 3 5 8 6 5 8 5 5 11], [5 7 10 4 5 8 1 5 8 5 5 9] | [5 7 10 4 5 8 1 5 8 5 5 9]
bellman_ford
graham_scan: x: [0.688 1.8 -0.821 0.88 -1.19], y: [0.063 -0.839 0.281 -1.72 0.27], initial_trace: [0 0 0 0 0] trace | in_hull:
[0 0 0 1 0], [0 0 0 1 0], [0 1 0 1 0], [1 1 0 1 0], [1 1 1 1 0] | [1 1 1 1 1]
graham_scan
dag_shortest_paths: s: 1, A: [[0 0.88 0 0 0.608 0.46 0.795 0 0 0 0.856 0 0 0 0], [0 0 0 0 0 0 0 0 0.128 0.339 0 0 0 0 0], [0.654 0 0 0.966 0 0 0.394 0 0 0 0 0 0 0 0.392], [0 0.229 0 0 0 0.34 0.378 0 0 0.24 0 0 0 0 0], [0 0.686 0 0 0 0.779 0.533 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0.591 0.44 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0.149 0 0.127 0.689 0 0 0 0 0 0 0 0.601 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0.564 0 0 0 0 0.131 0 0.839 0.598 0 0 0 0 0], [0.383 0.129 0 0 0 0.322 0.407 0 0 0 0 0 0 0 0], [0 0.0497 0 0 0 0 0 0 0 0.177 0 0 0 0 0], [0.939 0 0 0 0 0.509 0 0.0791 0 0 0 0 0.137 0 0], [0 0.97 0 0 0.373 0.151 0 0.782 0.31 0 0 0.258 0.292 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 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 1 1 10 11 12 13 14] | [0 1 2 3 4 5 6 7 1 1 10 11 12 13 14]
dag_shortest_paths
dfs: A: [[1 1 0 0 1 1 1 1 1 1 0 1 0 1 0 1 1 0 0], [1 0 0 1 0 0 0 0 1 0 1 0 0 0 0 0 0 0 1], [1 0 0 0 1 1 1 0 0 1 1 0 1 0 0 0 0 1 1], [0 0 1 0 0 0 1 1 1 1 0 0 0 1 1 1 0 0 1], [0 1 0 1 0 1 0 1 0 0 1 0 1 1 0 0 0 0 0], [0 1 0 0 0 0 1 1 1 1 1 1 1 1 0 0 1 1 1], [1 0 1 1 1 0 1 0 1 1 0 1 1 0 0 0 0 0 1], [0 1 1 0 0 1 0 0 0 0 0 1 0 0 1 0 1 1 1], [1 0 0 1 1 1 0 1 1 0 1 0 1 1 0 1 0 1 0], [1 0 0 1 1 0 0 1 0 0 1 0 0 1 0 0 0 1 1], [1 1 1 0 1 0 0 1 0 0 0 0 0 0 0 1 0 0 1], [0 1 0 1 1 1 0 1 1 1 0 0 1 1 0 0 0 0 1], [1 1 1 1 1 0 1 0 1 0 0 0 1 1 0 0 0 0 0], [1 1 1 0 1 0 1 1 1 1 1 0 1 1 1 1 0 1 1], [0 1 0 1 1 0 1 1 1 0 1 0 0 1 1 0 0 0 1], [0 0 1 0 0 0 0 1 0 0 0 0 0 1 1 0 0 0 0], [0 0 1 1 0 0 0 0 1 1 0 1 0 1 0 1 1 1 1], [0 0 0 1 0 0 1 1 1 0 1 0 1 1 1 1 0 0 0], [1 1 0 0 0 0 1 0 1 0 0 1 0 1 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] trace | pi:
[0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 0 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 0 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 0 2 1 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 0 2 1 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 0 3 1 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 0 3 1 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 0 3 1 2 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 0 3 1 2 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 0 3 1 2 4 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 0 3 1 2 4 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 0 3 1 2 4 5 7 8 9 10 11 12 13 14 15 16 17 18], [0 0 3 1 2 4 5 7 8 9 10 11 12 13 14 15 16 17 18], [0 0 3 1 2 4 5 7 6 9 10 11 12 13 14 15 16 17 18], [0 0 3 1 2 4 5 7 6 9 10 11 12 13 14 15 16 17 18], [0 0 3 1 2 4 5 8 6 9 10 11 12 13 14 15 16 17 18], [0 0 3 1 2 4 5 8 6 9 10 11 12 13 14 15 16 17 18], [0 0 3 1 2 4 5 8 6 9 10 7 12 13 14 15 16 17 18], [0 0 3 1 2 4 5 8 6 9 10 7 12 13 14 15 16 17 18], [0 0 3 1 2 4 5 8 6 11 10 7 12 13 14 15 16 17 18], [0 0 3 1 2 4 5 8 6 11 10 7 12 13 14 15 16 17 18], [0 0 3 1 2 4 5 8 6 11 9 7 12 13 14 15 16 17 18], [0 0 3 1 2 4 5 8 6 11 9 7 12 13 14 15 16 17 18], [0 0 3 1 2 4 5 8 6 11 9 7 12 13 14 10 16 17 18], [0 0 3 1 2 4 5 8 6 11 9 7 12 13 14 10 16 17 18], [0 0 3 1 2 4 5 8 6 11 9 7 12 15 14 10 16 17 18], [0 0 3 1 2 4 5 8 6 11 9 7 12 15 14 10 16 17 18], [0 0 3 1 2 4 5 8 6 11 9 7 13 15 14 10 16 17 18], [0 0 3 1 2 4 5 8 6 11 9 7 13 15 14 10 16 17 18], [0 0 3 1 2 4 5 8 6 11 9 7 13 15 14 10 16 17 18], [0 0 3 1 2 4 5 8 6 11 9 7 13 15 13 10 16 17 18], [0 0 3 1 2 4 5 8 6 11 9 7 13 15 13 10 16 17 18], [0 0 3 1 2 4 5 8 6 11 9 7 13 15 13 10 16 17 14], [0 0 3 1 2 4 5 8 6 11 9 7 13 15 13 10 16 17 14], [0 0 3 1 2 4 5 8 6 11 9 7 13 15 13 10 18 17 14], [0 0 3 1 2 4 5 8 6 11 9 7 13 15 13 10 18 17 14], [0 0 3 1 2 4 5 8 6 11 9 7 13 15 13 10 18 16 14], [0 0 3 1 2 4 5 8 6 11 9 7 13 15 13 10 18 16 14], [0 0 3 1 2 4 5 8 6 11 9 7 13 15 13 10 18 16 14], [0 0 3 1 2 4 5 8 6 11 9 7 13 15 13 10 18 16 14], [0 0 3 1 2 4 5 8 6 11 9 7 13 15 13 10 18 16 14], [0 0 3 1 2 4 5 8 6 11 9 7 13 15 13 10 18 16 14], [0 0 3 1 2 4 5 8 6 11 9 7 13 15 13 10 18 16 14], [0 0 3 1 2 4 5 8 6 11 9 7 13 15 13 10 18 16 14], [0 0 3 1 2 4 5 8 6 11 9 7 13 15 13 10 18 16 14], [0 0 3 1 2 4 5 8 6 11 9 7 13 15 13 10 18 16 14], [0 0 3 1 2 4 5 8 6 11 9 7 13 15 13 10 18 16 14], [0 0 3 1 2 4 5 8 6 11 9 7 13 15 13 10 18 16 14], [0 0 3 1 2 4 5 8 6 11 9 7 13 15 13 10 18 16 14], [0 0 3 1 2 4 5 8 6 11 9 7 13 15 13 10 18 16 14], [0 0 3 1 2 4 5 8 6 11 9 7 13 15 13 10 18 16 14], [0 0 3 1 2 4 5 8 6 11 9 7 13 15 13 10 18 16 14], [0 0 3 1 2 4 5 8 6 11 9 7 13 15 13 10 18 16 14], [0 0 3 1 2 4 5 8 6 11 9 7 13 15 13 10 18 16 14], [0 0 3 1 2 4 5 8 6 11 9 7 13 15 13 10 18 16 14] | [0 0 3 1 2 4 5 8 6 11 9 7 13 15 13 10 18 16 14]
dfs
articulation_points: A: [[0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [1 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 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 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] 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 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0] | [0 0 0 1 0 0 0 0 0 0]
articulation_points
mst_kruskal: 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], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0.923 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0.532 0.895], [0 0 0 0 0 0 0 0 0.895 0.426]], 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 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 1 0]]
mst_kruskal
heapsort: key: [0.121 0.626 0.861 0.716 0.322], initial_trace: [0.121 0.626 0.861 0.716 0.322] trace | pred:
[0.121 0.626 0.861 0.716 0.322], [0.121 0.626 0.861 0.716 0.322], [0.121 0.626 0.861 0.716 0.322], [0.121 0.716 0.861 0.626 0.322], [0.121 0.716 0.861 0.626 0.322], [0.861 0.716 0.121 0.626 0.322], [0.861 0.716 0.121 0.626 0.322], [0.322 0.716 0.121 0.626 0.861], [0.716 0.322 0.121 0.626 0.861], [0.716 0.626 0.121 0.322 0.861], [0.716 0.626 0.121 0.322 0.861], [0.322 0.626 0.121 0.716 0.861], [0.626 0.322 0.121 0.716 0.861], [0.626 0.322 0.121 0.716 0.861], [0.121 0.322 0.626 0.716 0.861], [0.322 0.121 0.626 0.716 0.861], [0.322 0.121 0.626 0.716 0.861], [0.121 0.322 0.626 0.716 0.861] | [0.121 0.322 0.626 0.716 0.861]
heapsort
bfs: s: 0, A: [[0 0 0 0], [0 0 0 0], [0 0 1 0], [0 0 0 0]], initial_trace: [0 1 2 3] trace | pi:
| [0 1 2 3]
bfs
minimum: key: [0.729 0.225 0.916 0.538 0.362 0.442 0.234 0.455 0.636 0.191], initial_trace: 0 trace | min:
1, 1, 1, 1, 1, 1, 1, 1 | 9
minimum
minimum: key: [0.334 0.433 0.881 0.355 0.634], initial_trace: 0 trace | min:
0, 0, 0 | 0
minimum
insertion_sort: key: [0.331 0.47 0.029 0.412 0.747 0.371 0.659 0.787 0.69 0.621], initial_trace: [0.331 0.47 0.029 0.412 0.747 0.371 0.659 0.787 0.69 0.621] trace | pred:
[0.331 0.47 0.029 0.412 0.747 0.371 0.659 0.787 0.69 0.621], [0.029 0.331 0.47 0.412 0.747 0.371 0.659 0.787 0.69 0.621], [0.029 0.331 0.412 0.47 0.747 0.371 0.659 0.787 0.69 0.621], [0.029 0.331 0.412 0.47 0.747 0.371 0.659 0.787 0.69 0.621], [0.029 0.331 0.371 0.412 0.47 0.747 0.659 0.787 0.69 0.621], [0.029 0.331 0.371 0.412 0.47 0.659 0.747 0.787 0.69 0.621], [0.029 0.331 0.371 0.412 0.47 0.659 0.747 0.787 0.69 0.621], [0.029 0.331 0.371 0.412 0.47 0.659 0.69 0.747 0.787 0.621] | [0.029 0.331 0.371 0.412 0.47 0.621 0.659 0.69 0.747 0.787]
insertion_sort
find_maximum_subarray_kadane: key: [0.117 0.158 -0.539 -0.212 -0.758], initial_trace: (0, 0) trace | (best_low, best_high):
(0, 1), (0, 1), (0, 1) | (0, 1)
find_maximum_subarray_kadane
minimum: key: [0.162 0.052 0.303 0.49 0.214], initial_trace: 0 trace | min:
1, 1, 1 | 1
minimum
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 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0]], initial_trace: [0 0 0 0 0 0 0 0 0 0 0] trace | is_cut:
[0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0] | [0 0 0 0 0 0 0 0 0 0 0]
articulation_points
minimum: key: [0.541 0.366 0.844 0.569 0.14 0.848 0.27 0.307 0.258 0.049 0.858 0.829 0.211 0.659 0.817 0.093 0.721 0.524 0.717 0.726 0.738 0.703 0.306], initial_trace: 0 trace | min:
1, 1, 1, 4, 4, 4, 4, 4, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9 | 9
minimum
bellman_ford: s: 2, A: [[0.831 0 0 0.551], [0 0.789 0 0], [0 0 0 0], [0.551 0 0 0.39]], initial_trace: [0 1 2 3] trace | pi:
| [0 1 2 3]
bellman_ford
mst_prim: s: 7, A: [[0 0 0.347 0 0.802 0 0 0 0 0.79], [0 0.727 0 0 0.434 0 0 0.234 0 0.381], [0.347 0 0.912 0.623 0.139 0 0 0 0 0], [0 0 0.623 0 0 0 0 0 0 0], [0.802 0.434 0.139 0 0 0 0.76 0 0 0], [0 0 0 0 0 0.164 0.507 0.453 0 0], [0 0 0 0 0.76 0.507 0 0 0.652 0], [0 0.234 0 0 0 0.453 0 0 0 0], [0 0 0 0 0 0 0.652 0 0 0], [0.79 0.381 0 0 0 0 0 0 0 0.767]], initial_trace: [0 1 2 3 4 5 6 7 8 9] trace | pi:
[0 7 2 3 4 7 6 7 8 9], [0 7 2 3 1 7 6 7 8 1], [9 7 2 3 1 7 6 7 8 1], [9 7 4 3 1 7 4 7 8 1], [2 7 4 2 1 7 4 7 8 1], [2 7 4 2 1 7 4 7 8 1], [2 7 4 2 1 7 5 7 8 1], [2 7 4 2 1 7 5 7 6 1], [2 7 4 2 1 7 5 7 6 1] | [2 7 4 2 1 7 5 7 6 1]
mst_prim
quickselect: key: [0.229 0.66 0.675 0.193 0.765 0.543 0.55 0.046 0.86 0.979 0.03 0.829], initial_trace: 11 trace | pivot:
11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1 | 1
quickselect
bellman_ford: s: 4, A: [[0 0 0 0 0.622 0 0 0.148 0.135 0 0 0 0.197 0 0 0 0 0.772 0.451], [0 0 0 0 0.384 0.538 0 0.537 0 0.927 0 0.693 0.071 0 0.32 0 0 0 0], [0 0 0.714 0 0 0 0 0 0 0.588 0.415 0 0 0 0 0 0.619 0 0], [0 0 0 0.761 0 0 0 0 0 0 0 0 0.796 0 0 0.477 0 0 0], [0.622 0.384 0 0 0 0 0.502 0.244 0 0 0.563 0.037 0.605 0 0 0.325 0 0.681 0], [0 0.538 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.492 0.429], [0 0 0 0 0.502 0 0.48 0.316 0 0 0 0 0.534 0 0 0 0 0 0], [0.148 0.537 0 0 0.244 0 0.316 0.056 0 0 0 0 0 0 0 0 0.324 0 0], [0.135 0 0 0 0 0 0 0 0.895 0 0 0 0 0.597 0.146 0 0 0 0.6], [0 0.927 0.588 0 0 0 0 0 0 0.503 0 0 0 0 0.623 0 0.693 0 0], [0 0 0.415 0 0.563 0 0 0 0 0 0.133 0 0 0 0 0.373 0 0 0], [0 0.693 0 0 0.037 0 0 0 0 0 0 0 0 0 0 0.174 0.368 0.047 0], [0.197 0.071 0 0.796 0.605 0 0.534 0 0 0 0 0 0.789 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0.597 0 0 0 0 0 0 0 0 0 0], [0 0.32 0 0 0 0 0 0 0.146 0.623 0 0 0 0 0 0 0.481 0.809 0], [0 0 0 0.477 0.325 0 0 0 0 0 0.373 0.174 0 0 0 0.515 0 0 0], [0 0 0.619 0 0 0 0 0.324 0 0.693 0 0.368 0 0 0.481 0 0 0 0.591], [0.772 0 0 0 0.681 0.492 0 0 0 0 0 0.047 0 0 0.809 0 0 0 0.166], [0.451 0 0 0 0 0.429 0 0 0.6 0 0 0 0 0 0 0 0.591 0.166 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18] trace | pi:
[4 4 2 3 4 5 4 4 8 9 4 4 4 13 14 4 16 4 18], [7 4 10 15 4 1 4 4 0 1 4 4 1 13 1 11 11 11 17], [7 4 10 15 4 17 4 4 0 16 4 4 1 8 1 11 11 11 17] | [7 4 10 15 4 17 4 4 0 16 4 4 1 8 8 11 11 11 17]
bellman_ford
optimal_bst: p: [0.038 0.078 0.024 0.02 0.059 0.011 0.066 0.067 0.049 0.019 0], q: [0.077 0.057 0.064 0.064 0.054 0.043 0.075 0 0.049 0.049 0.036], 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 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0]] trace | root:
[[0 0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0], [0 0 0 2 0 0 0 0 0 0 0], [0 0 0 0 3 0 0 0 0 0 0], [0 0 0 0 0 4 0 0 0 0 0], [0 0 0 0 0 0 5 0 0 0 0], [0 0 0 0 0 0 0 6 0 0 0], [0 0 0 0 0 0 0 0 7 0 0], [0 0 0 0 0 0 0 0 0 8 0], [0 0 0 0 0 0 0 0 0 0 9], [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 1 0 0 0 0 0 0 0], [0 0 0 2 2 0 0 0 0 0 0], [0 0 0 0 3 4 0 0 0 0 0], [0 0 0 0 0 4 4 0 0 0 0], [0 0 0 0 0 0 5 6 0 0 0], [0 0 0 0 0 0 0 6 6 0 0], [0 0 0 0 0 0 0 0 7 8 0], [0 0 0 0 0 0 0 0 0 8 8], [0 0 0 0 0 0 0 0 0 0 9], [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 2 0 0 0 0 0 0], [0 0 0 2 2 3 0 0 0 0 0], [0 0 0 0 3 4 4 0 0 0 0], [0 0 0 0 0 4 4 5 0 0 0], [0 0 0 0 0 0 5 6 6 0 0], [0 0 0 0 0 0 0 6 6 7 0], [0 0 0 0 0 0 0 0 7 8 8], [0 0 0 0 0 0 0 0 0 8 8], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]], [[0 0 1 1 1 0 0 0 0 0 0], [0 0 1 1 2 2 0 0 0 0 0], [0 0 0 2 2 3 4 0 0 0 0], [0 0 0 0 3 4 4 4 0 0 0], [0 0 0 0 0 4 4 5 6 0 0], [0 0 0 0 0 0 5 6 6 6 0], [0 0 0 0 0 0 0 6 6 7 7], [0 0 0 0 0 0 0 0 7 8 8], [0 0 0 0 0 0 0 0 0 8 8], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]], [[0 0 1 1 1 1 0 0 0 0 0], [0 0 1 1 2 2 2 0 0 0 0], [0 0 0 2 2 3 4 4 0 0 0], [0 0 0 0 3 4 4 4 4 0 0], [0 0 0 0 0 4 4 5 6 6 0], [0 0 0 0 0 0 5 6 6 6 6], [0 0 0 0 0 0 0 6 6 7 7], [0 0 0 0 0 0 0 0 7 8 8], [0 0 0 0 0 0 0 0 0 8 8], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]], [[0 0 1 1 1 1 1 0 0 0 0], [0 0 1 1 2 2 2 4 0 0 0], [0 0 0 2 2 3 4 4 4 0 0], [0 0 0 0 3 4 4 4 4 6 0], [0 0 0 0 0 4 4 5 6 6 6], [0 0 0 0 0 0 5 6 6 6 6], [0 0 0 0 0 0 0 6 6 7 7], [0 0 0 0 0 0 0 0 7 8 8], [0 0 0 0 0 0 0 0 0 8 8], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]], [[0 0 1 1 1 1 1 3 0 0 0], [0 0 1 1 2 2 2 4 4 0 0], [0 0 0 2 2 3 4 4 4 4 0], [0 0 0 0 3 4 4 4 4 6 6], [0 0 0 0 0 4 4 5 6 6 6], [0 0 0 0 0 0 5 6 6 6 6], [0 0 0 0 0 0 0 6 6 7 7], [0 0 0 0 0 0 0 0 7 8 8], [0 0 0 0 0 0 0 0 0 8 8], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]], [[0 0 1 1 1 1 1 3 4 0 0], [0 0 1 1 2 2 2 4 4 4 0], [0 0 0 2 2 3 4 4 4 4 6], [0 0 0 0 3 4 4 4 4 6 6], [0 0 0 0 0 4 4 5 6 6 6], [0 0 0 0 0 0 5 6 6 6 6], [0 0 0 0 0 0 0 6 6 7 7], [0 0 0 0 0 0 0 0 7 8 8], [0 0 0 0 0 0 0 0 0 8 8], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]], [[0 0 1 1 1 1 1 3 4 4 0], [0 0 1 1 2 2 2 4 4 4 4], [0 0 0 2 2 3 4 4 4 4 6], [0 0 0 0 3 4 4 4 4 6 6], [0 0 0 0 0 4 4 5 6 6 6], [0 0 0 0 0 0 5 6 6 6 6], [0 0 0 0 0 0 0 6 6 7 7], [0 0 0 0 0 0 0 0 7 8 8], [0 0 0 0 0 0 0 0 0 8 8], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]] | [[0 0 1 1 1 1 1 3 4 4 4], [0 0 1 1 2 2 2 4 4 4 4], [0 0 0 2 2 3 4 4 4 4 6], [0 0 0 0 3 4 4 4 4 6 6], [0 0 0 0 0 4 4 5 6 6 6], [0 0 0 0 0 0 5 6 6 6 6], [0 0 0 0 0 0 0 6 6 7 7], [0 0 0 0 0 0 0 0 7 8 8], [0 0 0 0 0 0 0 0 0 8 8], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]]
optimal_bst
mst_kruskal: A: [[0 0 0 0 0], [0 0.421 0 0 0], [0 0 0.0554 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]] 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
topological_sort: A: [[0 0 1 0 0], [0 0 0 1 0], [0 0 0 1 0], [0 0 0 0 0], [0 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], 3, [0 1 3 3 4], 2, [2 1 3 3 4], 0, [2 1 3 3 4], 0, [2 1 3 3 4], 0, [2 0 3 3 4], 1, [2 0 3 3 4], 1, [2 0 3 3 4], 1 | [2 0 3 3 1], 4
topological_sort
quickselect: key: [0.403 0.542 0.798 0.026 0.183 0.777 0.015 0.921 0.919 0.292], initial_trace: 9 trace | pivot:
9, 9, 9, 9, 9, 9, 9, 9, 9, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1 | 1
quickselect
dag_shortest_paths: s: 16, 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0.561 0 0 0 0 0 0 0.919 0.697 0.836 0 0 0 0 0 0.65 0.462], [0.14 0 0.766 0.965 0 0.868 0 0 0 0 0 0.0254 0 0 0 0 0 0 0.059], [0 0.311 0 0 0 0 0 0.656 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0.0181 0 0 0.247 0.445 0.564 0 0.742 0 0 0 0 0.741 0.742], [0 0 0.879 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.138 0], [0.487 0.286 0 0 0 0 0 0 0 0.212 0.415 0 0.674 0 0 0 0.435 0 0.332], [0 0.631 0.963 0 0 0.155 0 0.485 0 0 0 0 0 0 0 0 0 0 0], [0 0.659 0.0323 0 0 0.856 0 0.157 0 0 0 0.32 0 0 0 0 0 0.605 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0.217 0.496 0 0 0.549 0 0 0 0.465 0 0 0 0 0 0 0 0 0], [0 0.0623 0.342 0 0 0 0.87 0.268 0 0 0 0.714 0 0 0 0 0.428 0.777 0], [0 0.346 0 0.367 0.952 0 0.623 0 0 0.486 0 0.622 0.916 0 0 0 0 0.986 0.621], [0 0 0 0 0.445 0.44 0 0.752 0 0 0 0.0173 0 0.63 0 0 0.518 0.557 0.972], [0.343 0.0542 0.725 0 0 0.132 0 0.00763 0 0 0 0.727 0.643 0 0 0 0 0.322 0.664], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0.329 0.404 0.732 0 0 0 0 0.704 0 0 0 0 0 0 0 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18] trace | pi:
[0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [16 16 16 3 4 16 6 16 8 9 10 16 16 13 14 15 16 16 16], [16 16 16 3 4 16 6 16 8 9 10 16 16 13 14 15 16 16 16], [16 16 16 3 4 16 6 16 8 12 10 16 16 13 14 15 16 16 16], [16 16 16 3 4 16 6 16 8 12 10 16 16 13 14 15 16 16 16], [16 16 16 3 4 16 6 16 8 12 10 16 16 13 14 15 16 16 16], [16 16 16 3 4 16 6 16 8 12 10 16 16 13 14 15 16 16 16], [16 16 16 3 4 16 6 16 8 12 10 16 16 13 14 15 16 7 16], [16 16 16 3 4 16 6 16 8 12 10 16 16 13 14 15 16 7 16], [16 16 16 3 4 16 6 16 8 12 10 16 16 13 14 15 16 7 16] | [16 16 16 3 4 16 6 16 8 12 10 16 16 13 14 15 16 7 16]
dag_shortest_paths
task_scheduling: d: [7 4 7 4 5 7 10 3 1 5 1 10], w: [0.604 0.321 0.048 0.328 0.161 0.958 0.394 0.412 0.011 0.087 0.646 0.885], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0] trace | selected:
[0 0 0 0 0 1 0 0 0 0 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 1], [1 0 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 1 1 0 0 0 0 1], [1 0 0 0 0 1 1 0 0 0 0 1], [1 0 0 0 0 1 1 0 0 0 0 1], [1 0 0 0 1 1 1 0 0 0 0 1], [1 0 0 0 1 1 1 0 0 0 0 1], [1 0 1 0 1 1 1 0 0 0 0 1] | [1 0 1 0 1 1 1 0 0 0 0 1]
task_scheduling
bellman_ford: s: 6, A: [[0 0.478 0 0 0 0 0.744 0 0 0 0.12 0 0 0 0.204 0.135 0.35 0 0], [0.478 0.954 0 0 0 0 0 0 0 0 0 0 0.567 0 0 0.454 0 0 0], [0 0 0 0 0.591 0.085 0 0 0 0 0 0 0 0 0 0 0.309 0 0], [0 0 0 0 0 0 0 0.197 0 0 0 0 0 0 0 0.2 0 0.454 0.825], [0 0 0.591 0 0.443 0 0 0 0 0 0.143 0 0 0 0 0 0.309 0 0], [0 0 0.085 0 0 0.704 0.279 0 0 0 0.612 0.626 0 0.474 0 0 0 0 0], [0.744 0 0 0 0 0.279 0 0.529 0 0 0 0 0 0 0 0 0 0 0.446], [0 0 0 0.197 0 0 0.529 0 0 0.562 0 0 0.158 0 0 0 0.289 0.337 0.496], [0 0 0 0 0 0 0 0 0.719 0 0 0 0 0 0 0 0 0 0.244], [0 0 0 0 0 0 0 0.562 0 0 0.341 0 0 0 0 0 0 0 0], [0.12 0 0 0 0.143 0.612 0 0 0 0.341 0 0 0 0 0.614 0 0 0.394 0.535], [0 0 0 0 0 0.626 0 0 0 0 0 0.512 0 0.198 0.211 0 0 0 0], [0 0.567 0 0 0 0 0 0.158 0 0 0 0 0.573 0.288 0.596 0 0.288 0 0], [0 0 0 0 0 0.474 0 0 0 0 0 0.198 0.288 0.116 0 0 0 0 0], [0.204 0 0 0 0 0 0 0 0 0 0.614 0.211 0.596 0 0 0 0 0 0.824], [0.135 0.454 0 0.2 0 0 0 0 0 0 0 0 0 0 0 0.148 0 0 0.219], [0.35 0 0.309 0 0.309 0 0 0.289 0 0 0 0 0.288 0 0 0 0.32 0.731 0], [0 0 0 0.454 0 0 0 0.337 0 0 0.394 0 0 0 0 0 0.731 0 0], [0 0 0 0.825 0 0 0.446 0.496 0.244 0 0.535 0 0 0 0.824 0.219 0 0 0.491]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18] trace | pi:
[6 1 2 3 4 6 6 6 8 9 10 11 12 13 14 15 16 17 6], [6 0 5 7 4 6 6 6 18 7 0 5 7 5 0 18 7 7 6] | [6 15 5 7 2 6 6 6 18 7 0 5 7 5 0 18 2 7 6]
bellman_ford
bubble_sort: key: [0.659 0.144 0.659 0.244 0.096 0.503 0.757 0.38 0.932 0.584], initial_trace: [0.659 0.144 0.659 0.244 0.096 0.503 0.757 0.38 0.932 0.584] trace | pred:
[0.659 0.144 0.659 0.244 0.096 0.503 0.757 0.38 0.584 0.932], [0.659 0.144 0.659 0.244 0.096 0.503 0.757 0.38 0.584 0.932], [0.659 0.144 0.659 0.244 0.096 0.503 0.38 0.757 0.584 0.932], [0.659 0.144 0.659 0.244 0.096 0.38 0.503 0.757 0.584 0.932], [0.659 0.144 0.659 0.244 0.096 0.38 0.503 0.757 0.584 0.932], [0.659 0.144 0.659 0.096 0.244 0.38 0.503 0.757 0.584 0.932], [0.659 0.144 0.096 0.659 0.244 0.38 0.503 0.757 0.584 0.932], [0.659 0.096 0.144 0.659 0.244 0.38 0.503 0.757 0.584 0.932], [0.096 0.659 0.144 0.659 0.244 0.38 0.503 0.757 0.584 0.932], [0.096 0.659 0.144 0.659 0.244 0.38 0.503 0.757 0.584 0.932], [0.096 0.659 0.144 0.659 0.244 0.38 0.503 0.584 0.757 0.932], [0.096 0.659 0.144 0.659 0.244 0.38 0.503 0.584 0.757 0.932], [0.096 0.659 0.144 0.659 0.244 0.38 0.503 0.584 0.757 0.932], [0.096 0.659 0.144 0.659 0.244 0.38 0.503 0.584 0.757 0.932], [0.096 0.659 0.144 0.244 0.659 0.38 0.503 0.584 0.757 0.932], [0.096 0.659 0.144 0.244 0.659 0.38 0.503 0.584 0.757 0.932], [0.096 0.144 0.659 0.244 0.659 0.38 0.503 0.584 0.757 0.932], [0.096 0.144 0.659 0.244 0.659 0.38 0.503 0.584 0.757 0.932], [0.096 0.144 0.659 0.244 0.659 0.38 0.503 0.584 0.757 0.932], [0.096 0.144 0.659 0.244 0.659 0.38 0.503 0.584 0.757 0.932], [0.096 0.144 0.659 0.244 0.659 0.38 0.503 0.584 0.757 0.932], [0.096 0.144 0.659 0.244 0.38 0.659 0.503 0.584 0.757 0.932], [0.096 0.144 0.659 0.244 0.38 0.659 0.503 0.584 0.757 0.932], [0.096 0.144 0.244 0.659 0.38 0.659 0.503 0.584 0.757 0.932], [0.096 0.144 0.244 0.659 0.38 0.659 0.503 0.584 0.757 0.932], [0.096 0.144 0.244 0.659 0.38 0.659 0.503 0.584 0.757 0.932], [0.096 0.144 0.244 0.659 0.38 0.659 0.503 0.584 0.757 0.932], [0.096 0.144 0.244 0.659 0.38 0.503 0.659 0.584 0.757 0.932], [0.096 0.144 0.244 0.659 0.38 0.503 0.659 0.584 0.757 0.932], [0.096 0.144 0.244 0.38 0.659 0.503 0.659 0.584 0.757 0.932], [0.096 0.144 0.244 0.38 0.659 0.503 0.659 0.584 0.757 0.932], [0.096 0.144 0.244 0.38 0.659 0.503 0.659 0.584 0.757 0.932], [0.096 0.144 0.244 0.38 0.659 0.503 0.584 0.659 0.757 0.932], [0.096 0.144 0.244 0.38 0.659 0.503 0.584 0.659 0.757 0.932], [0.096 0.144 0.244 0.38 0.503 0.659 0.584 0.659 0.757 0.932], [0.096 0.144 0.244 0.38 0.503 0.659 0.584 0.659 0.757 0.932], [0.096 0.144 0.244 0.38 0.503 0.659 0.584 0.659 0.757 0.932], [0.096 0.144 0.244 0.38 0.503 0.659 0.584 0.659 0.757 0.932], [0.096 0.144 0.244 0.38 0.503 0.584 0.659 0.659 0.757 0.932], [0.096 0.144 0.244 0.38 0.503 0.584 0.659 0.659 0.757 0.932], [0.096 0.144 0.244 0.38 0.503 0.584 0.659 0.659 0.757 0.932], [0.096 0.144 0.244 0.38 0.503 0.584 0.659 0.659 0.757 0.932], [0.096 0.144 0.244 0.38 0.503 0.584 0.659 0.659 0.757 0.932], [0.096 0.144 0.244 0.38 0.503 0.584 0.659 0.659 0.757 0.932] | [0.096 0.144 0.244 0.38 0.503 0.584 0.659 0.659 0.757 0.932]
bubble_sort
lcs_length: string: [0 0 1 1], key: [1 2 0 3], initial_trace: [[-1 -1 1 1], [-1 -1 1 0], [-1 -1 -1 -1], [-1 -1 -1 -1]] trace | b:
| [[-1 -1 1 1], [-1 -1 1 1], [-1 -1 -1 -1], [-1 -1 -1 -1]]
lcs_length
dijkstra: s: 1, A: [[0.594 0 0 0 0 0 0 0 0 0 0 0.669], [0 0 0 0.06 0 0 0 0 0 0 0.203 0], [0 0 0.527 0 0 0 0 0 0 0.293 0 0], [0 0.06 0 0 0 0.491 0 0 0 0 0 0], [0 0 0 0 0.306 0.689 0 0.433 0 0 0 0], [0 0 0 0.491 0.689 0.437 0 0 0 0 0 0], [0 0 0 0 0 0 0.193 0 0.797 0 0 0], [0 0 0 0 0.433 0 0 0.095 0 0 0.101 0], [0 0 0 0 0 0 0.797 0 0.209 0.499 0 0], [0 0 0.293 0 0 0 0 0 0.499 0 0.457 0], [0 0.203 0 0 0 0 0 0.101 0 0.457 0 0], [0.669 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 2 1 4 5 6 7 8 9 1 11], [0 1 2 1 4 3 6 7 8 9 1 11], [0 1 2 1 4 3 6 10 8 10 1 11], [0 1 2 1 7 3 6 10 8 10 1 11], [0 1 2 1 7 3 6 10 8 10 1 11], [0 1 9 1 7 3 6 10 9 10 1 11], [0 1 9 1 7 3 6 10 9 10 1 11], [0 1 9 1 7 3 6 10 9 10 1 11], [0 1 9 1 7 3 8 10 9 10 1 11] | [0 1 9 1 7 3 8 10 9 10 1 11]
dijkstra
quickselect: key: [0.644 0.509 0.299 0.044 0.73 0.429 0.509 0.801 0.865 0.655 0.277 0.399 0.97 0.667 0.854 0.467 0.226 0.683 0.252], 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, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 17, 17, 17, 17, 17, 17, 17, 17, 17, 1, 1, 1, 1, 1, 1, 1 | 1
quickselect
minimum: key: [0.966 0.165 0.176 0.271], initial_trace: 0 trace | min:
1, 1 | 1
minimum
strongly_connected_components: A: [[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]], 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 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]
strongly_connected_components
binary_search: key: [0.057 0.271 0.272 0.311 0.365 0.441 0.468 0.546 0.57 0.589 0.675 0.741 0.864 0.913 0.991], target: 0.136, initial_trace: (0, 14) trace | (low, high):
(0, 7), (0, 3), (0, 1) | (1, 1)
binary_search
bellman_ford: s: 27, A: [[0 0 0 0 0 0 0 0 0 0 0.401 0.159 0.129 0.403 0 0 0.638 0 0 0 0 0 0 0 0 0.15 0 0 0.209 0 0], [0 0.177 0.8 0 0.538 0 0 0 0 0 0 0 0 0.463 0.167 0.779 0 0.211 0 0 0 0 0.661 0 0 0 0 0 0 0 0], [0 0.8 0.928 0 0 0 0 0 0.193 0 0 0 0 0 0 0.149 0 0 0 0.512 0 0 0.877 0 0 0 0 0 0 0 0], [0 0 0 0 0.033 0 0.154 0 0 0 0 0 0 0 0 0 0 0 0 0 0.233 0 0 0 0 0 0 0.263 0 0 0], [0 0.538 0 0.033 0 0 0 0 0 0 0 0 0.745 0 0 0 0 0 0 0.766 0 0.464 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0.427 0 0 0 0 0 0 0 0 0.133 0 0.684 0 0 0 0 0 0 0.522 0 0], [0 0 0 0.154 0 0 0.615 0 0.924 0 0.117 0.26 0 0.191 0 0 0 0 0 0 0 0 0.381 0 0 0.627 0.049 0.753 0 0.231 0], [0 0 0 0 0 0 0 0.444 0 0 0 0.328 0 0.242 0 0 0.465 0.482 0 0 0 0 0.509 0 0 0 0 0 0 0 0], [0 0 0.193 0 0 0 0.924 0 0.892 0 0 0 0 0 0 0 0.434 0 0.36 0.207 0 0.322 0.69 0 0 0 0 0.734 0 0 0], [0 0 0 0 0 0 0 0 0 0.134 0 0 0 0 0.351 0 0.804 0 0 0 0 0 0.087 0 0 0 0 0 0 0 0], [0.401 0 0 0 0 0.427 0.117 0 0 0 0 0 0 0.15 0.445 0 0 0 0 0 0 0 0 0.651 0 0.718 0.46 0 0 0 0], [0.159 0 0 0 0 0 0.26 0.328 0 0 0 0 0 0 0 0 0.278 0.571 0 0 0 0.399 0 0 0 0.557 0 0 0 0 0], [0.129 0 0 0 0.745 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.502 0 0.352 0 0 0 0 0 0 0], [0.403 0.463 0 0 0 0 0.191 0.242 0 0 0.15 0 0 0.667 0.118 0 0 0 0 0 0 0 0 0 0 0 0 0.61 0 0 0], [0 0.167 0 0 0 0 0 0 0 0.351 0.445 0 0 0.118 0.99 0 0.638 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0.779 0.149 0 0 0 0 0 0 0 0 0 0 0 0 0.936 0 0 0 0 0 0.761 0.877 0.326 0.244 0 0 0.908 0 0.431 0], [0.638 0 0 0 0 0 0 0.465 0.434 0.804 0 0.278 0 0 0.638 0 0.811 0.839 0 0 0 0 0.436 0.657 0.513 0 0 0.332 0 0 0.458], [0 0.211 0 0 0 0 0 0.482 0 0 0 0.571 0 0 0 0 0.839 0.561 0.205 0 0.46 0 0 0 0 0 0.545 0 0 0.082 0.57], [0 0 0 0 0 0 0 0 0.36 0 0 0 0 0 0 0 0 0.205 0.26 0 0 0 0 0.402 0 0 0 0 0 0 0], [0 0 0.512 0 0.766 0.133 0 0 0.207 0 0 0 0 0 0 0 0 0 0 0.752 0 0 0 0 0 0.221 0 0 0.56 0.178 0], [0 0 0 0.233 0 0 0 0 0 0 0 0 0 0 0 0 0 0.46 0 0 0 0.235 0 0 0 0 0 0.742 0 0 0], [0 0 0 0 0.464 0.684 0 0 0.322 0 0 0.399 0.502 0 0 0.761 0 0 0 0 0.235 0 0.757 0 0.791 0 0 0.412 0 0.163 0], [0 0.661 0.877 0 0 0 0.381 0.509 0.69 0.087 0 0 0 0 0 0.877 0.436 0 0 0 0 0.757 0 0.559 0 0 0.175 0 0 0 0.689], [0 0 0 0 0 0 0 0 0 0 0.651 0 0.352 0 0 0.326 0.657 0 0.402 0 0 0 0.559 0 0 0 0 0.146 0 0.106 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.244 0.513 0 0 0 0 0.791 0 0 0 0 0 0.604 0.138 0.685 0], [0.15 0 0 0 0 0 0.627 0 0 0 0.718 0.557 0 0 0 0 0 0 0 0.221 0 0 0 0 0 0.158 0.164 0.357 0 0.641 0], [0 0 0 0 0 0 0.049 0 0 0 0.46 0 0 0 0 0 0 0.545 0 0 0 0 0.175 0 0 0.164 0.701 0 0 0 0], [0 0 0 0.263 0 0 0.753 0 0.734 0 0 0 0 0.61 0 0.908 0.332 0 0 0 0.742 0.412 0 0.146 0.604 0.357 0 0.566 0 0 0], [0.209 0 0 0 0 0.522 0 0 0 0 0 0 0 0 0 0 0 0 0 0.56 0 0 0 0 0.138 0 0 0 0 0 0], [0 0 0 0 0 0 0.231 0 0 0 0 0 0 0 0 0.431 0 0.082 0 0.178 0 0.163 0 0.106 0.685 0.641 0 0 0 0.895 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.458 0.57 0 0 0 0 0.689 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:
[0 1 2 27 4 5 27 7 27 9 10 11 12 27 14 27 27 17 18 19 27 27 22 27 27 27 26 27 28 29 30], [25 13 8 27 3 21 3 16 27 16 13 16 23 27 13 23 27 16 23 25 3 27 23 27 27 27 25 27 24 23 16], [25 4 15 27 3 19 3 16 27 22 6 16 23 6 13 23 27 29 23 29 3 27 26 27 27 27 6 27 0 23 16], [25 17 15 27 3 19 3 16 19 22 6 16 23 6 13 23 27 29 17 29 3 27 26 27 27 27 6 27 0 23 16] | [25 17 15 27 3 19 3 16 19 22 6 16 23 6 1 23 27 29 17 29 3 27 26 27 27 27 6 27 0 23 16]
bellman_ford
find_maximum_subarray_kadane: key: [-0.431 0.637 0.133 -0.775], initial_trace: (0, 0) trace | (best_low, best_high):
(1, 1), (1, 2) | (1, 2)
find_maximum_subarray_kadane
bellman_ford: s: 11, A: [[0.855 0 0 0.567 0 0 0.322 0 0.499 0.587 0 0], [0 0.337 0 0 0.371 0 0.35 0 0 0 0 0], [0 0 0 0 0 0 0 0.482 0 0.607 0 0.371], [0.567 0 0 0.697 0.29 0 0 0 0 0 0 0], [0 0.371 0 0.29 0.754 0 0.609 0.239 0 0 0 0], [0 0 0 0 0 0.057 0.37 0 0 0 0.524 0.106], [0.322 0.35 0 0 0.609 0.37 0 0 0 0 0 0], [0 0 0.482 0 0.239 0 0 0 0 0 0 0], [0.499 0 0 0 0 0 0 0 0.55 0 0 0], [0.587 0 0.607 0 0 0 0 0 0 0.985 0 0], [0 0 0 0 0 0.524 0 0 0 0 0 0], [0 0 0.371 0 0 0.106 0 0 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11] trace | pi:
[0 1 11 3 4 11 6 7 8 9 10 11], [0 1 11 3 4 11 5 2 8 2 5 11], [6 6 11 3 6 11 5 2 8 2 5 11] | [6 6 11 0 6 11 5 2 0 2 5 11]
bellman_ford