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 1 1 1], key: [3 1 3 0 2 0 3 0 2 2 3 0 3 0 2], initial_trace: 0 trace | s:
0, 1, 2, 2 | 2
naive_string_matcher
find_maximum_subarray_kadane: key: [-0.42 -0.707 -0.531 -0.71 0.538], initial_trace: (0, 0) trace | (best_low, best_high):
(0, 0), (0, 0), (0, 0) | (4, 4)
find_maximum_subarray_kadane
insertion_sort: key: [0.764 0.59 0.182 0.002], initial_trace: [0.764 0.59 0.182 0.002] trace | pred:
[0.59 0.764 0.182 0.002], [0.182 0.59 0.764 0.002] | [0.002 0.182 0.59 0.764]
insertion_sort
articulation_points: A: [[0 0 0 0], [0 0 0 0], [0 0 0 0], [0 0 0 1]], initial_trace: [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]
articulation_points
dijkstra: s: 10, A: [[0.549 0 0.348 0 0 0 0 0 0 0.396 0], [0 0.214 0 0 0.217 0 0 0.58 0 0 0], [0.348 0 0 0 0.952 0 0.369 0.093 0 0 0.699], [0 0 0 0 0.906 0 0 0 0 0 0], [0 0.217 0.952 0.906 0 0 0.93 0 0 0 0], [0 0 0 0 0 0 0 0 0.654 0.294 0], [0 0 0.369 0 0.93 0 0.548 0 0 0.327 0], [0 0.58 0.093 0 0 0 0 0.778 0 0 0.62], [0 0 0 0 0 0.654 0 0 0.132 0 0], [0.396 0 0 0 0 0.294 0.327 0 0 0.77 0.178], [0 0 0.699 0 0 0 0 0.62 0 0.178 0.371]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10] trace | pi:
[0 1 10 3 4 5 6 10 8 10 10], [9 1 10 3 4 9 9 10 8 10 10], [9 1 10 3 4 9 9 10 5 10 10], [9 1 10 3 6 9 9 10 5 10 10], [9 1 10 3 6 9 9 10 5 10 10], [9 7 10 3 6 9 9 10 5 10 10], [9 7 10 3 6 9 9 10 5 10 10], [9 7 10 3 6 9 9 10 5 10 10], [9 7 10 3 1 9 9 10 5 10 10], [9 7 10 4 1 9 9 10 5 10 10] | [9 7 10 4 1 9 9 10 5 10 10]
dijkstra
binary_search: key: [0.264 0.402 0.61 0.612 0.769], target: 0.417, initial_trace: (0, 4) trace | (low, high):
(0, 2) | (2, 2)
binary_search
graham_scan: x: [-0.484 -0.325 -1.18 -0.777 0.127 1.74 -0.228 -1.68 1.08 -0.511 0.948], y: [0.952 1.19 0.665 -1.73 -0.726 0.881 -0.176 0.825 -0.06 1.22 -0.299], initial_trace: [0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 0 0 1 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0 1], [0 0 0 1 0 0 0 0 1 0 1], [0 0 0 1 0 0 0 0 0 0 1], [0 0 0 1 0 1 0 0 0 0 1], [0 0 0 1 1 1 0 0 0 0 1], [0 0 0 1 0 1 0 0 0 0 1], [0 0 0 1 0 1 1 0 0 0 1], [0 0 0 1 0 1 0 0 0 0 1], [0 1 0 1 0 1 0 0 0 0 1], [1 1 0 1 0 1 0 0 0 0 1], [0 1 0 1 0 1 0 0 0 0 1], [0 0 0 1 0 1 0 0 0 0 1], [0 0 0 1 0 1 0 0 0 1 1], [0 0 1 1 0 1 0 0 0 1 1], [0 0 0 1 0 1 0 0 0 1 1] | [0 0 0 1 0 1 0 1 0 1 1]
graham_scan
naive_string_matcher: string: [0 0 0 0 0 0 0 0 0 0 0 0 1 1 1], key: [1 0 3 2 2 3 1 3 1 2 0 3 0 3 2], initial_trace: 0 trace | s:
1, 1 | 1
naive_string_matcher
task_scheduling: d: [3 3 11 9 18 7 15 5 19 5 2 14 7 17 7 9 15 4 11], w: [0.222 0.06 0.444 0.91 0.66 0.019 0.767 0.607 0.004 0.538 0.975 0.061 0.017 0.432 0.423 0.249 0.423 0.982 0.262], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | selected:
[0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0], [0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0], [0 0 0 1 0 0 1 0 0 0 1 0 0 0 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 1 0 1 0 0 0 1 0 0 0 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 1 1 1 0 1 0 0 0 1 0 0 0 0 0 0 1 0], [0 0 1 1 1 0 1 0 0 0 1 0 0 1 0 0 0 1 0], [0 0 1 1 1 0 1 0 0 0 1 0 0 1 0 0 1 1 0], [0 0 1 1 1 0 1 0 0 0 1 0 0 1 0 0 1 1 0], [0 0 1 1 1 0 1 0 0 0 1 0 0 1 0 0 1 1 1], [0 0 1 1 1 0 1 0 0 0 1 0 0 1 0 0 1 1 1], [0 0 1 1 1 0 1 0 0 0 1 0 0 1 0 0 1 1 1], [0 0 1 1 1 0 1 0 0 0 1 1 0 1 0 0 1 1 1], [0 0 1 1 1 0 1 0 0 0 1 1 0 1 0 0 1 1 1], [0 0 1 1 1 0 1 0 0 0 1 1 0 1 0 0 1 1 1], [0 0 1 1 1 0 1 0 0 0 1 1 0 1 0 0 1 1 1] | [0 0 1 1 1 0 1 0 1 0 1 1 0 1 0 0 1 1 1]
task_scheduling
strongly_connected_components: A: [[0 0 0 0], [0 0 0 0], [0 0 1 0], [0 0 0 0]], initial_trace: [0 1 2 3] trace | scc_id:
[0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3] | [0 1 2 3]
strongly_connected_components
bellman_ford: s: 23, A: [[0.838 0.443 0 0.058 0.482 0 0 0 0.396 0.57 0 0 0.048 0 0 0.679 0 0 0.567 0 0 0 0.129 0 0 0.37 0 0], [0.443 0 0 0 0.32 0.302 0.114 0 0 0 0 0 0 0 0 0.135 0.57 0 0.787 0 0 0 0 0 0.54 0 0 0], [0 0 0.406 0.591 0 0 0 0.183 0 0.303 0.502 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.528], [0.058 0 0.591 0.776 0 0 0.664 0 0 0 0 0.406 0 0 0 0 0 0 0.149 0 0 0.508 0 0.525 0.192 0 0 0], [0.482 0.32 0 0 0 0.745 0 0 0.843 0 0 0 0 0 0 0 0 0.609 0.358 0 0 0 0.443 0 0 0 0 0], [0 0.302 0 0 0.745 0 0.828 0 0 0 0 0.583 0 0.172 0.558 0 0 0 0 0 0.228 0.539 0.62 0 0.62 0.177 0.472 0], [0 0.114 0 0.664 0 0.828 0 0 0 0 0 0.307 0 0 0 0.543 0 0 0 0 0 0 0 0 0.231 0 0 0.895], [0 0 0.183 0 0 0 0 0.221 0.629 0 0.735 0 0 0 0 0 0 0 0 0 0 0.763 0 0 0 0 0 0], [0.396 0 0 0 0.843 0 0 0.629 0.513 0 0 0 0 0.812 0 0 0 0.942 0 0 0 0.466 0 0 0 0 0 0], [0.57 0 0.303 0 0 0 0 0 0 0.405 0 0 0 0.068 0 0 0 0 0 0 0 0 0 0 0 0 0 0.553], [0 0 0.502 0 0 0 0 0.735 0 0 0.966 0 0.316 0 0.413 0 0 0 0 0 0.277 0 0 0 0 0 0 0.936], [0 0 0 0.406 0 0.583 0.307 0 0 0 0 0.175 0 0 0 0 0.348 0.725 0 0 0 0 0 0 0 0 0 0.783], [0.048 0 0 0 0 0 0 0 0 0 0.316 0 0 0.628 0.686 0 0.728 0.094 0 0 0.25 0 0 0 0 0 0 0], [0 0 0 0 0 0.172 0 0 0.812 0.068 0 0 0.628 0.613 0 0 0 0.511 0 0.537 0.833 0.257 0.45 0 0 0 0 0], [0 0 0 0 0 0.558 0 0 0 0 0.413 0 0.686 0 0.215 0.271 0 0 0 0 0.217 0 0 0 0 0.211 0.199 0], [0.679 0.135 0 0 0 0 0.543 0 0 0 0 0 0 0 0.271 0 0.043 0 0 0 0.514 0.71 0 0 0.074 0 0 0.502], [0 0.57 0 0 0 0 0 0 0 0 0 0.348 0.728 0 0 0.043 0.221 0.366 0 0 0.418 0 0 0 0 0 0.663 0], [0 0 0 0 0.609 0 0 0 0.942 0 0 0.725 0.094 0.511 0 0 0.366 0.369 0 0 0 0 0 0 0 0 0 0], [0.567 0.787 0 0.149 0.358 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.704 0.643 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0.537 0 0 0 0 0 0.895 0 0.268 0.273 0 0 0 0 0.41], [0 0 0 0 0 0.228 0 0 0 0 0.277 0 0.25 0.833 0.217 0.514 0.418 0 0 0 0 0 0 0.097 0 0 0 0], [0 0 0 0.508 0 0.539 0 0.763 0.466 0 0 0 0 0.257 0 0.71 0 0 0.704 0.268 0 0.841 0 0 0 0 0 0], [0.129 0 0 0 0.443 0.62 0 0 0 0 0 0 0 0.45 0 0 0 0 0.643 0.273 0 0 0 0 0 0 0 0], [0 0 0 0.525 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.097 0 0 0.088 0 0 0 0], [0 0.54 0 0.192 0 0.62 0.231 0 0 0 0 0 0 0 0 0.074 0 0 0 0 0 0 0 0 0.557 0.44 0 0], [0.37 0 0 0 0 0.177 0 0 0 0 0 0 0 0 0.211 0 0 0 0 0 0 0 0 0 0.44 0.389 0 0], [0 0 0 0 0 0.472 0 0 0 0 0 0 0 0 0.199 0 0.663 0 0 0 0 0 0 0 0 0 0.652 0], [0 0 0.528 0 0 0 0.895 0 0 0.553 0.936 0.783 0 0 0 0.502 0 0 0 0.41 0 0 0 0 0 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 19 20 21 22 23 24 25 26 27] trace | pi:
[0 1 2 23 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 23 21 22 23 24 25 26 27], [3 1 3 23 4 20 3 7 8 9 20 3 20 20 20 20 20 17 3 19 23 3 22 23 3 25 26 27], [12 5 10 23 18 20 24 10 0 13 20 16 20 5 20 16 20 12 3 21 23 5 0 23 15 5 14 15], [12 5 10 0 0 20 1 2 0 13 20 16 20 5 20 16 20 12 3 22 23 13 0 23 15 5 14 15], [12 5 9 0 0 20 1 2 0 13 20 3 20 5 20 16 20 12 3 22 23 13 0 23 15 5 14 15] | [12 5 9 0 0 20 1 2 0 13 20 3 20 5 20 16 20 12 3 22 23 13 0 23 15 5 14 15]
bellman_ford
activity_selector: s: [0.282 0.892 0.166 0.09 0.192 0.046 0.555 0.047 0.272 0.422 0.129 0.38], f: [0.577 0.999 0.619 0.999 0.248 0.819 0.588 0.12 0.355 0.452 0.17 0.593], initial_trace: [0 0 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 0 0 1 0 0 1 0], [0 0 0 0 1 0 0 1 0 0 1 0], [0 0 0 0 1 0 0 1 1 0 1 0], [0 0 0 0 1 0 0 1 1 1 1 0], [0 0 0 0 1 0 0 1 1 1 1 0], [0 0 0 0 1 0 1 1 1 1 1 0], [0 0 0 0 1 0 1 1 1 1 1 0], [0 0 0 0 1 0 1 1 1 1 1 0], [0 0 0 0 1 0 1 1 1 1 1 0], [0 1 0 0 1 0 1 1 1 1 1 0] | [0 1 0 0 1 0 1 1 1 1 1 0]
activity_selector
mst_prim: s: 1, A: [[0.943 0 0 0], [0 0.201 0 0], [0 0 0 0], [0 0 0 0.809]], initial_trace: [0 1 2 3] trace | pi:
| [0 1 2 3]
mst_prim
bfs: s: 0, A: [[0 0 0 0], [0 1 0 1], [0 0 1 0], [0 1 0 1]], initial_trace: [0 1 2 3] trace | pi:
| [0 1 2 3]
bfs
graham_scan: x: [1.04 0.705 0.167 1.21 0.911 -0.204 1.3 1.19 1.55 -1.52 1.5 -0.191 -0.91 0.026 1.16], y: [-1.12 0.347 0.651 0.328 1.71 -1.69 -1.5 -1.3 0.709 -0.412 -0.781 -0.566 0.24 0.494 -0.502], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 0 0 0 0 1 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 1 1 0 0 0 0 0 0 0], [1 0 0 0 0 1 1 1 0 0 0 0 0 0 0], [0 0 0 0 0 1 1 1 0 0 0 0 0 0 0], [0 0 0 0 0 1 1 0 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 0 0 1 1 0 0 0 1 0 0 0 1], [0 0 0 0 0 1 1 0 0 0 1 0 0 0 0], [0 0 0 0 0 1 1 0 1 0 1 0 0 0 0], [0 0 0 1 0 1 1 0 1 0 1 0 0 0 0], [0 0 0 0 0 1 1 0 1 0 1 0 0 0 0], [0 1 0 0 0 1 1 0 1 0 1 0 0 0 0], [0 0 0 0 0 1 1 0 1 0 1 0 0 0 0], [0 0 0 0 1 1 1 0 1 0 1 0 0 0 0], [0 0 1 0 1 1 1 0 1 0 1 0 0 0 0], [0 0 0 0 1 1 1 0 1 0 1 0 0 0 0], [0 0 0 0 1 1 1 0 1 0 1 0 0 1 0], [0 0 0 0 1 1 1 0 1 0 1 1 0 1 0], [0 0 0 0 1 1 1 0 1 0 1 0 0 1 0], [0 0 0 0 1 1 1 0 1 0 1 0 0 0 0], [0 0 0 0 1 1 1 0 1 0 1 0 1 0 0] | [0 0 0 0 1 1 1 0 1 1 1 0 1 0 0]
graham_scan
find_maximum_subarray_kadane: key: [-0.842 -0.287 -0.243 -0.084 -0.547 0.353 -0.293 0.978 0.251 0.609 -0.552 -0.955 -0.113 -0.989 0.64 0.029 0.792 0.405 -0.581 0.215 -0.116 0.775 0.191 -0.464 0.123 0.062 0.717 -0.772 -0.664 0.175 -0.764], initial_trace: (0, 0) trace | (best_low, best_high):
(1, 1), (2, 2), (3, 3), (3, 3), (5, 5), (5, 5), (5, 7), (5, 8), (5, 9), (5, 9), (5, 9), (5, 9), (5, 9), (5, 9), (5, 9), (5, 9), (5, 9), (5, 9), (5, 9), (5, 9), (14, 21), (14, 22), (14, 22), (14, 22), (14, 22), (14, 26), (14, 26), (14, 26), (14, 26) | (14, 26)
find_maximum_subarray_kadane
minimum: key: [0.391 0.029 0.062 0.81 0.495 0.095 0.205 0.321 0.055 0.607 0.501 0.778 0.477 0.545 0.804], initial_trace: 0 trace | min:
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 | 1
minimum
minimum: key: [0.582 0.12 0.612 0.561 0.429 0.973 0.158 0.245 0.602 0.643 0.791 0.193], initial_trace: 0 trace | min:
1, 1, 1, 1, 1, 1, 1, 1, 1, 1 | 1
minimum
dijkstra: s: 4, A: [[0.564 0.59 0.458 0.779 0 0.553 0 0 0 0 0 0], [0.59 0 0 0 0 0 0 0.371 0 0 0 0], [0.458 0 0 0 0.672 0 0 0 0 0 0 0.704], [0.779 0 0 0.575 0 0 0.713 0 0 0.321 0 0], [0 0 0.672 0 0 0.543 0.418 0 0 0 0 0.22], [0.553 0 0 0 0.543 0 0 0 0 0 0 0.212], [0 0 0 0.713 0.418 0 0 0 0.256 0.18 0 0], [0 0.371 0 0 0 0 0 0.433 0 0 0.404 0], [0 0 0 0 0 0 0.256 0 0 0 0.433 0], [0 0 0 0.321 0 0 0.18 0 0 0.358 0.371 0.964], [0 0 0 0 0 0 0 0.404 0.433 0.371 0.475 0], [0 0 0.704 0 0.22 0.212 0 0 0 0.964 0 0.407]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11] trace | pi:
[0 1 4 3 4 4 4 7 8 9 10 4], [0 1 4 3 4 11 4 7 8 11 10 4], [0 1 4 6 4 11 4 7 6 6 10 4], [5 1 4 6 4 11 4 7 6 6 10 4], [5 1 4 9 4 11 4 7 6 6 9 4], [5 1 4 9 4 11 4 7 6 6 9 4], [5 1 4 9 4 11 4 7 6 6 9 4], [5 1 4 9 4 11 4 7 6 6 9 4], [5 1 4 9 4 11 4 10 6 6 9 4], [5 0 4 9 4 11 4 10 6 6 9 4], [5 0 4 9 4 11 4 10 6 6 9 4] | [5 0 4 9 4 11 4 10 6 6 9 4]
dijkstra
dijkstra: s: 16, A: [[0 0 0.721 0 0.348 0 0 0 0 0 0.471 0 0 0 0.674 0.254 0 0 0.741 0.543 0 0 0 0.559 0.098 0.571 0.723 0], [0 0 0 0 0 0 0.161 0.457 0.411 0.386 0 0 0 0.897 0 0 0.216 0.92 0.182 0 0 0.34 0 0 0.424 0 0 0.364], [0.721 0 0.788 0.54 0 0 0 0 0 0 0 0 0 0 0 0 0 0.639 0 0.75 0 0 0 0 0 0 0 0], [0 0 0.54 0.336 0 0 0 0 0.253 0 0 0 0 0 0 0 0 0.849 0.895 0 0 0 0.653 0 0 0 0.414 0], [0.348 0 0 0 0.044 0.155 0.601 0 0 0.683 0 0.744 0.583 0.599 0.468 0 0 0.329 0 0 0 0.652 0.273 0 0.671 0 0 0], [0 0 0 0 0.155 0 0 0 0 0 0.394 0.514 0.687 0 0.119 0 0 0.61 0 0 0 0.422 0 0 0 0.096 0 0], [0 0.161 0 0 0.601 0 0.681 0 0 0 0 0 0 0.664 0 0 0 0 0 0 0 0 0.574 0 0 0 0 0], [0 0.457 0 0 0 0 0 0 0 0 0 0 0.07 0.716 0 0 0 0 0.462 0 0 0 0 0 0 0.629 0.702 0], [0 0.411 0 0.253 0 0 0 0 0.709 0.131 0 0 0.6 0 0 0 0.633 0 0 0 0 0 0 0 0.354 0.32 0 0.696], [0 0.386 0 0 0.683 0 0 0 0.131 0 0 0 0.874 0 0 0 0 0 0 0.456 0 0 0.691 0 0 0.335 0 0], [0.471 0 0 0 0 0.394 0 0 0 0 0 0 0 0 0 0 0 0 0 0.391 0 0 0 0.667 0.294 0 0.84 0], [0 0 0 0 0.744 0.514 0 0 0 0 0 0.153 0 0 0 0 0 0 0 0 0 0 0.308 0.986 0 0 0 0], [0 0 0 0 0.583 0.687 0 0.07 0.6 0.874 0 0 0 0 0.75 0.705 0 0 0 0 0.074 0 0 0.038 0 0 0 0.274], [0 0.897 0 0 0.599 0 0.664 0.716 0 0 0 0 0 0 0 0 0 0.882 0 0 0 0 0 0 0 0 0 0], [0.674 0 0 0 0.468 0.119 0 0 0 0 0 0 0.75 0 0.366 0 0 0 0 0 0 0 0 0 0 0.336 0 0.613], [0.254 0 0 0 0 0 0 0 0 0 0 0 0.705 0 0 0.136 0 0 0.204 0 0 0 0.759 0.466 0 0 0 0], [0 0.216 0 0 0 0 0 0 0.633 0 0 0 0 0 0 0 0.401 0.361 0 0 0 0.45 0 0 0 0 0 0], [0 0.92 0.639 0.849 0.329 0.61 0 0 0 0 0 0 0 0.882 0 0 0.361 0.548 0.84 0 0 0 0.613 0 0 0.468 0.418 0.525], [0.741 0.182 0 0.895 0 0 0 0.462 0 0 0 0 0 0 0 0.204 0 0.84 0 0 0 0.34 0.288 0 0 0 0 0], [0.543 0 0.75 0 0 0 0 0 0 0.456 0.391 0 0 0 0 0 0 0 0 0.956 0.408 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0.074 0 0 0 0 0 0 0.408 0.559 0 0 0 0 0 0.239 0], [0 0.34 0 0 0.652 0.422 0 0 0 0 0 0 0 0 0 0 0.45 0 0.34 0 0 0.083 0 0 0.393 0 0 0], [0 0 0 0.653 0.273 0 0.574 0 0 0.691 0 0.308 0 0 0 0.759 0 0.613 0.288 0 0 0 0 0 0 0 0.14 0], [0.559 0 0 0 0 0 0 0 0 0 0.667 0.986 0.038 0 0 0.466 0 0 0 0 0 0 0 0 0 0 0 0], [0.098 0.424 0 0 0.671 0 0 0 0.354 0 0.294 0 0 0 0 0 0 0 0 0 0 0.393 0 0 0 0.849 0 0], [0.571 0 0 0 0 0.096 0 0.629 0.32 0.335 0 0 0 0 0.336 0 0 0.468 0 0 0 0 0 0 0.849 0 0 0], [0.723 0 0 0.414 0 0 0 0.702 0 0 0.84 0 0 0 0 0 0 0.418 0 0 0.239 0 0.14 0 0 0 0.271 0], [0 0.364 0 0 0 0 0 0 0.696 0 0 0 0.274 0 0.613 0 0 0.525 0 0 0 0 0 0 0 0 0 0.728]], 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 16 2 3 4 5 6 7 16 9 10 11 12 13 14 15 16 16 18 19 20 16 22 23 24 25 26 27], [0 16 2 3 4 5 1 1 1 1 10 11 12 1 14 15 16 16 1 19 20 16 22 23 1 25 26 1], [0 16 17 17 17 17 1 1 1 1 10 11 12 1 14 15 16 16 1 19 20 16 17 23 1 17 17 1], [0 16 17 17 17 17 1 1 1 1 10 11 12 6 14 15 16 16 1 19 20 16 6 23 1 17 17 1], [18 16 17 17 17 17 1 1 1 1 10 11 12 6 14 18 16 16 1 19 20 16 18 23 1 17 17 1], [18 16 17 17 17 21 1 1 1 1 10 11 12 6 14 18 16 16 1 19 20 16 18 23 1 17 17 1], [18 16 17 17 17 21 1 1 1 1 10 11 27 6 27 18 16 16 1 19 20 16 18 23 1 17 17 1], [18 16 17 17 17 21 1 1 1 1 10 11 27 6 27 18 16 16 1 9 20 16 18 23 1 17 17 1], [15 16 17 17 17 21 1 1 1 1 10 11 27 6 27 18 16 16 1 9 20 16 18 15 1 17 17 1], [15 16 17 8 17 21 1 1 1 1 10 11 27 6 27 18 16 16 1 9 20 16 18 15 1 17 17 1], [24 16 17 8 17 21 1 1 1 1 24 11 27 6 27 18 16 16 1 9 20 16 18 15 1 17 17 1], [24 16 17 8 17 21 1 1 1 1 24 11 7 6 27 18 16 16 1 9 20 16 18 15 1 17 17 1], [24 16 17 8 17 21 1 1 1 1 24 22 7 6 27 18 16 16 1 9 20 16 18 15 1 17 17 1], [24 16 17 8 17 4 1 1 1 1 24 22 7 6 4 18 16 16 1 9 20 16 18 15 1 17 17 1], [24 16 17 8 17 4 1 1 1 1 24 22 7 6 4 18 16 16 1 9 20 16 18 15 1 17 17 1], [24 16 17 8 17 4 1 1 1 1 24 22 7 6 4 18 16 16 1 9 12 16 18 12 1 17 17 1], [24 16 17 8 17 4 1 1 1 1 24 22 7 6 4 18 16 16 1 9 12 16 18 12 1 17 17 1], [24 16 17 8 17 4 1 1 1 1 24 22 7 6 4 18 16 16 1 9 12 16 18 12 1 17 17 1], [24 16 17 8 17 4 1 1 1 1 24 22 7 6 4 18 16 16 1 9 12 16 18 12 1 17 17 1], [24 16 17 8 17 4 1 1 1 1 24 22 7 6 4 18 16 16 1 9 12 16 18 12 1 17 17 1], [24 16 17 8 17 4 1 1 1 1 24 22 7 6 5 18 16 16 1 9 12 16 18 12 1 17 17 1], [24 16 17 8 17 4 1 1 1 1 24 22 7 6 5 18 16 16 1 9 12 16 18 12 1 17 17 1], [24 16 17 8 17 4 1 1 1 1 24 22 7 6 5 18 16 16 1 9 12 16 18 12 1 17 17 1], [24 16 17 8 17 4 1 1 1 1 24 22 7 6 5 18 16 16 1 9 12 16 18 12 1 17 17 1], [24 16 17 8 17 4 1 1 1 1 24 22 7 6 5 18 16 16 1 9 12 16 18 12 1 17 17 1], [24 16 17 8 17 4 1 1 1 1 24 22 7 6 5 18 16 16 1 9 12 16 18 12 1 17 17 1], [24 16 17 8 17 4 1 1 1 1 24 22 7 6 5 18 16 16 1 9 12 16 18 12 1 17 17 1] | [24 16 17 8 17 4 1 1 1 1 24 22 7 6 5 18 16 16 1 9 12 16 18 12 1 17 17 1]
dijkstra
dag_shortest_paths: s: 1, A: [[0 0.171 0 0.823 0], [0 0 0 0 0], [0 0.3 0 0 0.316], [0 0 0.666 0 0], [0 0.0134 0 0 0]], initial_trace: [0 1 2 3 4] trace | pi:
[0 1 2 3 4], [0 1 2 3 4] | [0 1 2 3 4]
dag_shortest_paths
optimal_bst: p: [0.082 0.026 0.003 0.169 0.129 0], q: [0.057 0.073 0.073 0.095 0.143 0.149], 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 3 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 3 0], [0 0 1 1 3 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 3 3], [0 0 1 1 3 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
dag_shortest_paths: s: 4, A: [[0 0 0 0 0.58], [0 0 0 0 0], [0 0 0 0 0.363], [0 0 0 0 0], [0 0 0 0 0]], initial_trace: [0 1 2 3 4] trace | pi:
[0 1 2 3 4], [0 1 2 3 4] | [0 1 2 3 4]
dag_shortest_paths
quickselect: key: [0.315 0.163 0.325 0.991 0.491], initial_trace: 4 trace | pivot:
4, 4, 4, 4, 2, 2 | 2
quickselect
bfs: s: 3, A: [[1 0 0 1 0 0 1 0 1 0 0], [0 0 0 0 1 0 0 0 0 0 0], [0 0 1 0 0 1 0 0 0 1 0], [1 0 0 0 1 0 0 0 1 1 0], [0 1 0 1 0 0 0 1 0 0 1], [0 0 1 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 1 1 0 1], [1 0 0 1 0 0 0 1 1 0 0], [0 0 1 1 0 0 0 0 0 1 0], [0 0 0 0 1 0 0 1 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10] trace | pi:
[3 1 2 3 3 5 6 7 3 3 10], [3 4 9 3 3 5 0 4 3 3 4] | [3 4 9 3 3 2 0 4 3 3 4]
bfs
jarvis_march: x: [0.06 -0.726 -0.196 -0.862 0.232 -1.08 -0.235 -1.86 1.33 0.261 -1.79], y: [0.508 -0.988 -1.94 -1.7 0.572 1.5 1.68 -0.461 -0.262 1.27 -0.612], initial_trace: [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 1 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 1 0 0], [0 0 1 0 0 0 0 0 1 0 0], [0 0 1 0 0 0 0 0 1 0 0], [0 0 1 0 0 0 0 0 1 0 0], [0 0 1 0 0 0 0 0 1 0 0], [0 0 1 0 0 0 0 0 1 0 0], [0 0 1 0 0 0 0 0 1 0 0], [0 0 1 0 0 0 0 0 1 0 0], [0 0 1 0 0 0 0 0 1 0 0], [0 0 1 0 0 0 0 0 1 0 0], [0 0 1 0 0 0 0 0 1 0 0], [0 0 1 0 0 0 0 0 1 0 0], [0 0 1 0 0 0 0 0 1 1 0], [0 0 1 0 0 0 0 0 1 1 0], [0 0 1 0 0 0 0 0 1 1 0], [0 0 1 0 0 0 0 0 1 1 0], [0 0 1 0 0 0 0 0 1 1 0], [0 0 1 0 0 0 0 0 1 1 0], [0 0 1 0 0 0 0 0 1 1 0], [0 0 1 0 0 0 0 0 1 1 0], [0 0 1 0 0 0 0 0 1 1 0], [0 0 1 0 0 0 0 0 1 1 0], [0 0 1 0 0 0 0 0 1 1 0], [0 0 1 0 0 0 0 0 1 1 0], [0 0 1 0 0 0 1 0 1 1 0], [0 0 1 0 0 0 1 0 1 1 0], [0 0 1 0 0 0 1 0 1 1 0], [0 0 1 0 0 0 1 0 1 1 0], [0 0 1 0 0 0 1 0 1 1 0], [0 0 1 0 0 0 1 0 1 1 0], [0 0 1 0 0 0 1 0 1 1 0], [0 0 1 0 0 0 1 0 1 1 0], [0 0 1 0 0 0 1 0 1 1 0], [0 0 1 0 0 0 1 0 1 1 0], [0 0 1 0 0 0 1 0 1 1 0], [0 0 1 0 0 0 1 0 1 1 0], [0 0 1 0 0 1 1 0 1 1 0], [0 0 1 0 0 1 1 0 1 1 0], [0 0 1 0 0 1 1 0 1 1 0], [0 0 1 0 0 1 1 0 1 1 0], [0 0 1 0 0 1 1 0 1 1 0], [0 0 1 0 0 1 1 0 1 1 0], [0 0 1 0 0 1 1 0 1 1 0], [0 0 1 0 0 1 1 0 1 1 0], [0 0 1 0 0 1 1 0 1 1 0], [0 0 1 0 0 1 1 0 1 1 0], [0 0 1 0 0 1 1 0 1 1 0], [0 0 1 0 0 1 1 0 1 1 0], [0 0 1 0 0 1 1 1 1 1 0], [0 0 1 0 0 1 1 1 1 1 0], [0 0 1 0 0 1 1 1 1 1 0], [0 0 1 0 0 1 1 1 1 1 0], [0 0 1 0 0 1 1 1 1 1 0], [0 0 1 0 0 1 1 1 1 1 0], [0 0 1 0 0 1 1 1 1 1 0], [0 0 1 0 0 1 1 1 1 1 0], [0 0 1 0 0 1 1 1 1 1 0], [0 0 1 0 0 1 1 1 1 1 0], [0 0 1 0 0 1 1 1 1 1 0], [0 0 1 0 0 1 1 1 1 1 0], [0 0 1 0 0 1 1 1 1 1 1], [0 0 1 0 0 1 1 1 1 1 1], [0 0 1 0 0 1 1 1 1 1 1], [0 0 1 0 0 1 1 1 1 1 1], [0 0 1 0 0 1 1 1 1 1 1], [0 0 1 0 0 1 1 1 1 1 1], [0 0 1 0 0 1 1 1 1 1 1], [0 0 1 0 0 1 1 1 1 1 1], [0 0 1 0 0 1 1 1 1 1 1], [0 0 1 0 0 1 1 1 1 1 1], [0 0 1 0 0 1 1 1 1 1 1], [0 0 1 0 0 1 1 1 1 1 1], [0 0 1 1 0 1 1 1 1 1 1], [0 0 1 1 0 1 1 1 1 1 1], [0 0 1 1 0 1 1 1 1 1 1], [0 0 1 1 0 1 1 1 1 1 1], [0 0 1 1 0 1 1 1 1 1 1], [0 0 1 1 0 1 1 1 1 1 1], [0 0 1 1 0 1 1 1 1 1 1], [0 0 1 1 0 1 1 1 1 1 1], [0 0 1 1 0 1 1 1 1 1 1], [0 0 1 1 0 1 1 1 1 1 1], [0 0 1 1 0 1 1 1 1 1 1] | [0 0 1 1 0 1 1 1 1 1 1]
jarvis_march
activity_selector: s: [0.122 0.817 0.001 0.682 0.565 0.133 0.405 0.374 0.212 0.118 0.486 0.049], f: [0.349 0.821 0.264 0.935 0.7 0.564 0.762 0.582 0.71 0.298 0.486 0.227], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0] trace | selected:
[0 0 0 0 0 0 0 0 0 0 0 1], [0 0 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 1 1], [0 0 0 0 0 0 0 0 0 0 1 1], [0 0 0 0 0 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 0 0 0 0 0 1 1], [0 1 0 0 1 0 0 0 0 0 1 1] | [0 1 0 0 1 0 0 0 0 0 1 1]
activity_selector
mst_prim: s: 3, A: [[0.107 0.863 0.534 0 0 0 0 0.192 0 0 0 0 0 0 0 0 0.282 0 0 0 0 0 0 0 0 0 0 0.391], [0.863 0 0 0 0 0.731 0 0.487 0 0 0.54 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0.534 0 0 0.275 0 0 0 0 0 0 0 0 0 0 0 0 0.763 0 0 0 0 0 0.317 0 0 0 0 0], [0 0 0.275 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.425 0 0 0 0 0 0], [0 0 0 0 0.706 0 0 0 0.395 0 0.111 0 0 0 0 0 0 0 0.665 0.398 0.248 0.451 0 0 0 0 0 0], [0 0.731 0 0 0 0 0.273 0.151 0 0 0 0 0.411 0 0 0 0 0 0 0 0.198 0 0 0 0 0 0 0], [0 0 0 0 0 0.273 0 0.694 0 0 0 0 0 0.277 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0.192 0.487 0 0 0 0.151 0.694 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.178 0 0 0.359 0 0 0], [0 0 0 0 0.395 0 0 0 0.814 0 0 0 0 0 0.931 0 0 0 0 0 0 0 0 0.267 0.406 0 0 0.249], [0 0 0 0 0 0 0 0 0 0.99 0 0.681 0 0 0.36 0 0 0 0 0 0 0.508 0 0.176 0.44 0 0.448 0.389], [0 0.54 0 0 0.111 0 0 0 0 0 0 0 0 0.588 0 0 0 0 0 0 0 0 0 0.471 0 0.889 0 0], [0 0 0 0 0 0 0 0 0 0.681 0 0 0.564 0 0.945 0 0 0.579 0.395 0 0 0 0.704 0.746 0 0 0 0], [0 0 0 0 0 0.411 0 0 0 0 0 0.564 0.158 0 0 0.292 0.474 0 0 0 0.789 0 0 0.314 0 0 0 0.355], [0 0 0 0 0 0 0.277 0 0 0 0.588 0 0 0.972 0 0 0 0 0.254 0.166 0 0.414 0 0 0 0.427 0 0], [0 0 0 0 0 0 0 0 0.931 0.36 0 0.945 0 0 0.243 0.153 0 0 0 0 0.36 0 0 0 0.252 0 0 0.757], [0 0 0 0 0 0 0 0 0 0 0 0 0.292 0 0.153 0.217 0.247 0.453 0 0.655 0 0.275 0.416 0 0 0 0 0], [0.282 0 0.763 0 0 0 0 0 0 0 0 0 0.474 0 0 0.247 0.291 0 0.64 0 0 0 0 0 0.857 0 0.644 0], [0 0 0 0 0 0 0 0 0 0 0 0.579 0 0 0 0.453 0 0.948 0 0 0 0 0 0 0 0 0 0.372], [0 0 0 0 0.665 0 0 0 0 0 0 0.395 0 0.254 0 0 0.64 0 0 0 0.196 0 0 0 0 0 0.481 0], [0 0 0 0 0.398 0 0 0 0 0 0 0 0 0.166 0 0.655 0 0 0 0.893 0 0 0 0 0.699 0.15 0 0.456], [0 0 0 0 0.248 0.198 0 0 0 0 0 0 0.789 0 0.36 0 0 0 0.196 0 0.645 0 0.444 0 0 0.857 0 0], [0 0 0 0.425 0.451 0 0 0.178 0 0.508 0 0 0 0.414 0 0.275 0 0 0 0 0 0.251 0 0 0 0 0.212 0], [0 0 0.317 0 0 0 0 0 0 0 0 0.704 0 0 0 0.416 0 0 0 0 0.444 0 0.088 0 0 0.827 0 0], [0 0 0 0 0 0 0 0 0.267 0.176 0.471 0.746 0.314 0 0 0 0 0 0 0 0 0 0 0.067 0 0 0 0], [0 0 0 0 0 0 0 0.359 0.406 0.44 0 0 0 0 0.252 0 0.857 0 0 0.699 0 0 0 0 0.997 0 0.308 0], [0 0 0 0 0 0 0 0 0 0 0.889 0 0 0.427 0 0 0 0 0 0.15 0.857 0 0.827 0 0 0.322 0.438 0], [0 0 0 0 0 0 0 0 0 0.448 0 0 0 0 0 0 0.644 0 0.481 0 0 0.212 0 0 0.308 0.438 0.121 0], [0.391 0 0 0 0 0 0 0 0.249 0.389 0 0 0.355 0 0.757 0 0 0.372 0 0.456 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] trace | pi:
[0 1 3 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 3 22 23 24 25 26 27], [2 1 3 3 4 5 6 7 8 9 10 11 12 13 14 15 2 17 18 19 20 3 2 23 24 25 26 27], [2 1 3 3 4 5 6 7 8 9 10 22 12 13 14 22 2 17 18 19 22 3 2 23 24 22 26 27], [2 1 3 3 4 5 6 7 8 9 10 22 15 13 15 22 15 15 18 15 22 15 2 23 24 22 26 27], [2 1 3 3 4 5 6 7 14 14 10 22 15 13 15 22 15 15 18 15 14 15 2 23 14 22 26 14], [16 1 3 3 4 5 6 7 14 14 10 22 15 13 15 22 15 15 16 15 14 15 2 23 14 22 16 14], [16 1 3 3 4 5 6 24 24 14 10 22 15 13 15 22 15 15 16 15 14 15 2 23 14 22 24 14], [16 1 3 3 21 5 6 21 24 14 10 22 15 21 15 22 15 15 16 15 14 15 2 23 14 22 21 14], [7 7 3 3 21 7 7 21 24 14 10 22 15 21 15 22 15 15 16 15 14 15 2 23 14 22 21 14], [7 7 3 3 21 7 5 21 24 14 10 22 15 21 15 22 15 15 16 15 5 15 2 23 14 22 21 14], [7 7 3 3 21 7 5 21 24 14 10 22 15 21 15 22 15 15 16 15 5 15 2 23 14 22 21 0], [7 7 3 3 20 7 5 21 24 14 10 22 15 21 15 22 15 15 20 15 5 15 2 23 14 22 21 0], [7 7 3 3 20 7 5 21 24 14 10 18 15 18 15 22 15 15 20 15 5 15 2 23 14 22 21 0], [7 7 3 3 20 7 5 21 24 14 10 18 15 18 15 22 15 15 20 15 5 15 2 23 14 26 21 0], [7 7 3 3 20 7 5 21 4 14 4 18 15 18 15 22 15 15 20 4 5 15 2 23 14 26 21 0], [7 7 3 3 20 7 5 21 4 14 4 18 15 18 15 22 15 15 20 4 5 15 2 10 14 26 21 0], [7 7 3 3 20 7 5 21 4 14 4 18 15 18 15 22 15 15 20 13 5 15 2 10 14 13 21 0], [7 7 3 3 20 7 5 21 4 14 4 18 15 18 15 22 15 15 20 13 5 15 2 10 14 19 21 0], [7 7 3 3 20 7 5 21 4 14 4 18 15 18 15 22 15 15 20 13 5 15 2 10 14 19 21 0], [7 7 3 3 20 7 5 21 4 14 4 18 15 18 15 22 15 15 20 13 5 15 2 10 14 19 21 0], [7 7 3 3 20 7 5 21 4 14 4 18 15 18 15 22 15 15 20 13 5 15 2 12 14 19 21 12], [7 7 3 3 20 7 5 21 23 23 4 18 15 18 15 22 15 15 20 13 5 15 2 12 14 19 21 12], [7 7 3 3 20 7 5 21 23 23 4 18 15 18 15 22 15 15 20 13 5 15 2 12 14 19 21 12], [7 7 3 3 20 7 5 21 23 23 4 18 15 18 15 22 15 15 20 13 5 15 2 12 14 19 21 8], [7 7 3 3 20 7 5 21 23 23 4 18 15 18 15 22 15 27 20 13 5 15 2 12 14 19 21 8], [7 7 3 3 20 7 5 21 23 23 4 18 15 18 15 22 15 27 20 13 5 15 2 12 14 19 21 8], [7 7 3 3 20 7 5 21 23 23 4 18 15 18 15 22 15 27 20 13 5 15 2 12 14 19 21 8] | [7 7 3 3 20 7 5 21 23 23 4 18 15 18 15 22 15 27 20 13 5 15 2 12 14 19 21 8]
mst_prim
binary_search: key: [0.011 0.071 0.134 0.138 0.313 0.34 0.347 0.374 0.379 0.479 0.535 0.563 0.626 0.681 0.788 0.811 0.839 0.854 0.869 0.902 0.933 0.984 0.986], target: 0.437, initial_trace: (0, 22) trace | (low, high):
(0, 11), (6, 11), (9, 11), (9, 10) | (9, 9)
binary_search
task_scheduling: d: [1 8 11 6 1 6 2 2 11 6 6], w: [0.867 0.373 0.099 0.89 0.591 0.384 0.867 0.683 0.244 0.298 0.718], initial_trace: [0 0 0 0 0 0 0 0 0 0 0] trace | selected:
[0 0 0 1 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0 0], [0 0 0 1 0 0 1 0 0 0 0], [0 0 0 1 0 0 1 0 0 0 1], [0 0 0 1 0 0 1 0 0 0 1], [0 0 0 1 0 0 1 0 0 0 1], [0 0 0 1 0 1 1 0 0 0 1], [0 1 0 1 0 1 1 0 0 0 1], [0 1 0 1 0 1 1 0 0 1 1], [0 1 0 1 0 1 1 0 1 1 1] | [0 1 1 1 0 1 1 0 1 1 1]
task_scheduling
strongly_connected_components: A: [[1 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 1 0 0 0 0], [0 1 0 0 1 0 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 0 0 0 1 0 1 0 0 0], [0 0 0 0 0 0 0 1 0 0 0], [0 0 1 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10] trace | scc_id:
[0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 7 9 10], [0 1 2 3 4 7 6 7 7 9 10], [0 1 2 3 4 7 6 7 7 9 10], [0 1 2 3 4 7 6 7 7 9 10], [0 1 2 3 4 7 6 7 7 9 10], [0 1 2 3 4 7 6 7 7 9 10], [0 1 2 3 4 7 6 7 7 9 10], [0 1 2 3 4 7 6 7 7 9 10], [0 1 2 3 4 7 6 7 7 9 10], [0 1 2 3 4 7 6 7 7 9 10], [0 1 2 3 4 7 6 7 7 9 10], [0 1 2 3 4 7 6 7 7 9 10], [0 1 2 3 4 7 6 7 7 9 10], [0 1 2 3 4 7 6 7 7 2 10], [0 1 2 3 4 7 6 7 7 2 10], [0 1 2 3 4 7 6 7 7 2 10], [0 1 2 3 4 7 6 7 7 2 10], [0 1 2 3 4 7 6 7 7 2 10], [0 1 2 3 4 7 6 7 7 2 10], [0 1 2 3 4 7 6 7 7 2 10], [0 1 2 3 4 7 6 7 7 2 10], [0 1 2 3 4 7 6 7 7 2 0] | [0 1 2 3 4 7 6 7 7 2 0]
strongly_connected_components
quicksort: key: [0.316 0.33 0.197 0.15 0.004], initial_trace: [0.316 0.33 0.197 0.15 0.004] trace | pred:
[0.316 0.33 0.197 0.15 0.004], [0.316 0.33 0.197 0.15 0.004], [0.316 0.33 0.197 0.15 0.004], [0.004 0.33 0.197 0.15 0.316], [0.004 0.33 0.197 0.15 0.316], [0.004 0.197 0.33 0.15 0.316], [0.004 0.197 0.15 0.33 0.316], [0.004 0.197 0.15 0.316 0.33], [0.004 0.197 0.15 0.316 0.33] | [0.004 0.15 0.197 0.316 0.33]
quicksort
bellman_ford: s: 0, A: [[0 0 0 0], [0 0 0 0], [0 0 0 0.972], [0 0 0.972 0.732]], initial_trace: [0 1 2 3] trace | pi:
| [0 1 2 3]
bellman_ford
dijkstra: s: 3, A: [[0.463 0.805 0 0.498 0 0.202 0 0.163 0 0 0 0], [0.805 0.47 0.131 0 0 0 0 0 0 0 0 0.778], [0 0.131 0.451 0.313 0 0 0 0 0.253 0 0 0.256], [0.498 0 0.313 0.156 0 0.522 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0.806 0 0 0.627], [0.202 0 0 0.522 0 0.967 0 0 0 0 0 0.647], [0 0 0 0 0 0 0.231 0 0 0 0.633 0], [0.163 0 0 0 0 0 0 0 0 0 0 0], [0 0 0.253 0 0.806 0 0 0 0.365 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0.633 0 0 0 0 0], [0 0.778 0.256 0 0.627 0.647 0 0 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11] trace | pi:
[3 1 3 3 4 3 6 7 8 9 10 11], [3 2 3 3 4 3 6 7 2 9 10 2], [3 2 3 3 4 3 6 7 2 9 10 2], [3 2 3 3 4 3 6 0 2 9 10 2], [3 2 3 3 4 3 6 0 2 9 10 2], [3 2 3 3 8 3 6 0 2 9 10 2], [3 2 3 3 11 3 6 0 2 9 10 2], [3 2 3 3 11 3 6 0 2 9 10 2] | [3 2 3 3 11 3 6 0 2 9 10 2]
dijkstra
graham_scan: x: [-0.322 1.06 -1.02 -0.545 0.448 -1.04 -1.81 -0.776 0.489 -0.889 0.172 -1.24 1.54 -0.852 1.19 -0.813 -0.994 1.67 0.001 1.08 0.718 1.7 1.6 -0.031 -1.54 0.875 -1.7 0.588 -1.61 1.77 0.976], y: [1.15 -0.519 -0.733 0.337 -1.6 -1.12 -0.656 1.3 1.74 0.187 1.47 0.172 0.485 -1.24 -0.949 -0.85 1.38 -0.473 -1.88 -0.589 1.85 -0.87 1.13 -1.38 -0.306 -0.707 0.281 1.55 0.005 -0.528 -0.412], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 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 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 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 1 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 1 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0 1 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 1 0 0 0 0 0 0 0 1 0], [0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 1 0 0 0 0 0 0 0 1 0], [0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 1 0 0 0 1 0 0 0 1 0], [0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 1 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 1 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 1 0 0 0 0 0 0 0 1 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 1 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 1 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 1 1 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 1 1 0 0 0 0 1 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 1 1 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 1 1 1 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 1 0 1 1 1 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 1 0 1 1 1 1 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 1 0 1 1 1 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 1 1 1 0 0 0 0 0 0 1 0], [1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 1 1 1 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 1 1 1 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 1 1 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 1 0 1 1 1 0 0 0 0 0 0 1 0], [0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1 1 1 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 1 0 1 1 1 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 1 1 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 1 1 1 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 1 0 1 1 1 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 1 1 1 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 1 0 1 1 1 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 1 1 1 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 1 1 1 0 0 0 1 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 0 1 1 1 0 0 0 1 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 1 1 1 0 0 0 1 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 1 1 1 0 0 0 1 0 1 1 0], [0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 1 1 1 0 0 0 1 0 1 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 1 1 1 0 0 0 1 0 1 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 1 1 1 0 0 0 1 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 1 1 1 0 1 0 1 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 1 0 1 1 1 0 1 0 1 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 1 1 1 0 1 0 1 0 0 1 0], [0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1 0 1 1 1 0 1 0 1 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 1 1 1 0 1 0 1 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 1 1 1 0 0 0 1 0 0 1 0] | [0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 1 0 1 1 1 0 0 0 1 0 0 1 0]
graham_scan
optimal_bst: p: [0.032 0.161 0.004 0.133 0.092 0], q: [0.116 0.161 0.021 0.01 0.111 0.16], initial_trace: [[0 0 0 0 0 0], [0 0 0 0 0 0], [0 0 0 0 0 0], [0 0 0 0 0 0], [0 0 0 0 0 0], [0 0 0 0 0 0]] trace | root:
[[0 0 0 0 0 0], [0 0 1 0 0 0], [0 0 0 2 0 0], [0 0 0 0 3 0], [0 0 0 0 0 4], [0 0 0 0 0 0]], [[0 0 1 0 0 0], [0 0 1 1 0 0], [0 0 0 2 3 0], [0 0 0 0 3 4], [0 0 0 0 0 4], [0 0 0 0 0 0]], [[0 0 1 1 0 0], [0 0 1 1 1 0], [0 0 0 2 3 4], [0 0 0 0 3 4], [0 0 0 0 0 4], [0 0 0 0 0 0]], [[0 0 1 1 1 0], [0 0 1 1 1 3], [0 0 0 2 3 4], [0 0 0 0 3 4], [0 0 0 0 0 4], [0 0 0 0 0 0]] | [[0 0 1 1 1 1], [0 0 1 1 1 3], [0 0 0 2 3 4], [0 0 0 0 3 4], [0 0 0 0 0 4], [0 0 0 0 0 0]]
optimal_bst
topological_sort: A: [[0 0 1 1 1 0 0 0 0 0 0 1 0 0 0 0 1 0 1 1 1 0 0], [1 0 0 1 0 1 1 1 0 0 0 0 0 1 0 0 0 0 0 0 1 0 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1], [0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 1 0 0], [0 0 1 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 1], [1 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 1], [0 0 0 1 1 0 1 0 0 0 1 0 0 0 0 0 1 0 1 0 1 0 1], [0 0 1 1 0 1 0 1 0 0 0 0 0 1 1 0 0 1 0 0 1 0 1], [1 0 1 1 0 1 0 1 0 0 0 1 0 1 0 0 0 0 1 1 0 0 0], [0 0 1 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 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1], [1 0 0 1 1 0 0 1 0 1 0 0 0 1 0 0 0 1 1 1 0 0 1], [1 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0], [0 0 1 0 0 1 0 1 0 0 0 0 1 1 0 1 0 1 1 1 1 0 1], [0 1 1 0 0 1 1 0 0 0 0 1 0 1 0 0 1 1 1 1 1 0 0], [0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0 0], [1 0 0 0 1 1 1 1 0 0 0 1 0 1 0 0 0 0 1 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0], [1 0 0 0 0 1 0 0 0 0 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]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], 0 trace | topo, topo_head:
[0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], 0, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], 0, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], 0, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], 0, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], 19, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 19 21 22], 20, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 19 21 22], 20, [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 19 21 20], 22, [0 1 22 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 19 21 20], 2, [0 1 22 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 19 21 20], 2, [0 1 22 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 19 21 20], 2, [0 1 22 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 19 21 20], 2, [0 1 22 3 4 5 6 7 8 9 10 2 12 13 14 15 16 17 18 19 19 21 20], 11, [0 1 22 3 11 5 6 7 8 9 10 2 12 13 14 15 16 17 18 19 19 21 20], 4, [0 1 22 3 11 5 6 7 8 9 10 2 12 13 14 15 16 17 18 19 19 21 20], 4, [0 1 22 3 11 5 6 7 8 9 10 2 12 13 14 15 16 17 18 19 19 21 20], 4, [0 1 22 3 11 5 6 7 8 9 10 2 12 13 14 15 16 17 4 19 19 21 20], 18, [0 1 22 3 11 5 6 7 8 9 10 2 12 13 14 15 18 17 4 19 19 21 20], 16, [0 1 22 16 11 5 6 7 8 9 10 2 12 13 14 15 18 17 4 19 19 21 20], 3, [3 1 22 16 11 5 6 7 8 9 10 2 12 13 14 15 18 17 4 19 19 21 20], 0, [3 1 22 16 11 5 6 7 8 9 10 2 12 13 14 15 18 17 4 19 19 21 20], 0, [3 1 22 16 11 5 6 7 8 9 10 2 12 13 14 15 18 17 4 19 19 21 20], 0, [3 1 22 16 11 5 6 7 8 9 10 2 12 13 14 15 18 17 4 19 19 21 20], 0, [3 1 22 16 11 0 6 7 8 9 10 2 12 13 14 15 18 17 4 19 19 21 20], 5, [3 1 22 16 11 0 6 7 8 9 10 2 12 13 14 15 18 17 4 19 19 21 20], 5, [3 1 22 16 11 0 5 7 8 9 10 2 12 13 14 15 18 17 4 19 19 21 20], 6, [3 1 22 16 11 0 5 7 8 9 10 2 12 13 14 15 18 17 4 19 19 21 20], 6, [3 1 22 16 11 0 5 7 8 9 10 2 12 13 14 15 18 17 4 19 19 21 20], 6, [3 1 22 16 11 0 5 7 8 9 6 2 12 13 14 15 18 17 4 19 19 21 20], 10, [3 1 22 16 11 0 5 10 8 9 6 2 12 13 14 15 18 17 4 19 19 21 20], 7, [3 1 22 16 11 0 5 10 8 9 6 2 12 13 14 15 18 17 4 19 19 21 20], 7, [3 1 22 16 11 0 5 10 8 9 6 2 12 7 14 15 18 17 4 19 19 21 20], 13, [3 13 22 16 11 0 5 10 8 9 6 2 12 7 14 15 18 17 4 19 19 21 20], 1, [3 13 22 16 11 0 5 10 8 9 6 2 12 7 14 15 18 17 4 19 19 21 20], 1, [3 13 22 16 11 0 5 10 8 9 6 2 12 7 14 15 18 17 4 19 19 21 20], 1, [3 13 22 16 11 0 5 10 8 9 6 2 12 7 14 15 18 17 4 19 19 21 20], 1, [3 13 22 16 11 0 5 10 8 9 6 2 12 7 14 15 18 17 4 19 19 21 20], 1, [3 13 22 16 11 0 5 10 8 9 6 2 12 7 14 15 18 17 4 19 19 21 20], 1, [3 13 22 16 11 0 5 10 8 1 6 2 12 7 14 15 18 17 4 19 19 21 20], 9, [3 13 22 16 11 0 5 10 8 1 6 2 12 7 14 15 18 17 4 19 19 21 20], 9, [3 13 22 16 11 0 5 10 8 1 6 2 12 7 14 15 18 9 4 19 19 21 20], 17, [3 13 22 16 11 0 5 10 8 1 6 2 17 7 14 15 18 9 4 19 19 21 20], 12, [3 13 22 16 11 0 5 10 8 1 6 2 17 7 14 15 18 9 4 19 19 21 20], 12, [3 13 22 16 11 0 5 10 8 1 6 2 17 7 14 12 18 9 4 19 19 21 20], 15, [3 13 22 16 11 0 5 10 8 1 6 2 17 7 15 12 18 9 4 19 19 21 20], 14, [3 13 22 16 11 0 5 10 14 1 6 2 17 7 15 12 18 9 4 19 19 21 20], 8, [3 13 22 16 11 0 5 10 14 1 6 2 17 7 15 12 18 9 4 19 19 21 20], 8, [3 13 22 16 11 0 5 10 14 1 6 2 17 7 15 12 18 9 4 19 19 21 20], 8 | [3 13 22 16 11 0 5 10 14 1 6 2 17 7 15 12 18 9 4 19 19 8 20], 21
topological_sort
topological_sort: A: [[0 1 0 1 1 0 0 1 0 0 0 1], [0 0 0 0 0 0 1 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 1 0 1 0], [0 1 0 0 0 1 1 0 1 1 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 1 0 1 0 0 0 0 0 1 0 1], [0 0 1 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 1 0 0 1 0 0 0], [0 1 0 0 1 1 0 0 0 1 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11], 0 trace | topo, topo_head:
[0 1 2 3 4 5 6 7 8 9 10 11], 0, [0 1 2 3 4 5 6 7 8 9 10 11], 0, [0 1 2 3 4 5 6 7 8 9 10 11], 0, [0 1 2 3 4 5 6 7 8 9 10 11], 6, [0 1 2 3 4 5 6 7 8 9 10 11], 6, [0 1 2 3 4 5 6 7 8 6 10 11], 9, [0 9 2 3 4 5 6 7 8 6 10 11], 1, [0 9 2 3 4 5 6 7 8 6 10 11], 1, [0 9 2 3 4 5 6 7 8 6 10 11], 1, [0 9 2 3 4 5 6 7 8 6 10 11], 1, [0 9 2 3 4 5 6 7 8 6 10 11], 1, [0 9 2 3 4 5 6 7 8 6 10 11], 1, [0 9 1 3 4 5 6 7 8 6 10 11], 2, [0 9 1 3 4 5 6 7 2 6 10 11], 8, [0 9 1 3 4 8 6 7 2 6 10 11], 5, [0 9 1 3 5 8 6 7 2 6 10 11], 4, [0 9 1 3 5 8 6 7 2 6 10 11], 4, [0 9 1 3 5 8 6 7 2 6 4 11], 10, [0 9 1 10 5 8 6 7 2 6 4 11], 3, [0 9 1 10 5 8 6 7 2 6 4 11], 3, [0 9 1 10 5 8 6 7 2 6 4 11], 3, [0 9 1 10 5 8 6 7 2 6 4 3], 11, [0 9 1 10 5 8 6 11 2 6 4 3], 7 | [7 9 1 10 5 8 6 11 2 6 4 3], 0
topological_sort
minimum: key: [0.347 0.227 0.604 0.057 0.092 0.938 0.799 0.908 0.278 0.734 0.473 0.3 0.22 0.133 0.443 0.164 0.507 0.423 0.348 0.286 0.723 0.399 0.409 0.107 0.398 0.397 0.585 0.226], initial_trace: 0 trace | min:
1, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3 | 3
minimum
jarvis_march: x: [0.682 0.153 0.783 -1.91 1.54 -1.66 1.28 -1.16 1.74 -0.439], y: [-1.39 0.951 -1.03 0.065 1.13 -0.626 -0.58 -0.526 -0.157 -1.02], initial_trace: [0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[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 1 0], [1 0 0 0 0 0 0 0 1 0], [1 0 0 0 0 0 0 0 1 0], [1 0 0 0 0 0 0 0 1 0], [1 0 0 0 0 0 0 0 1 0], [1 0 0 0 0 0 0 0 1 0], [1 0 0 0 0 0 0 0 1 0], [1 0 0 0 0 0 0 0 1 0], [1 0 0 0 0 0 0 0 1 0], [1 0 0 0 0 0 0 0 1 0], [1 0 0 0 0 0 0 0 1 0], [1 0 0 0 1 0 0 0 1 0], [1 0 0 0 1 0 0 0 1 0], [1 0 0 0 1 0 0 0 1 0], [1 0 0 0 1 0 0 0 1 0], [1 0 0 0 1 0 0 0 1 0], [1 0 0 0 1 0 0 0 1 0], [1 0 0 0 1 0 0 0 1 0], [1 0 0 0 1 0 0 0 1 0], [1 0 0 0 1 0 0 0 1 0], [1 0 0 0 1 0 0 0 1 0], [1 0 0 0 1 0 0 0 1 0], [1 1 0 0 1 0 0 0 1 0], [1 1 0 0 1 0 0 0 1 0], [1 1 0 0 1 0 0 0 1 0], [1 1 0 0 1 0 0 0 1 0], [1 1 0 0 1 0 0 0 1 0], [1 1 0 0 1 0 0 0 1 0], [1 1 0 0 1 0 0 0 1 0], [1 1 0 0 1 0 0 0 1 0], [1 1 0 0 1 0 0 0 1 0], [1 1 0 0 1 0 0 0 1 0], [1 1 0 0 1 0 0 0 1 0], [1 1 0 1 1 0 0 0 1 0], [1 1 0 1 1 0 0 0 1 0], [1 1 0 1 1 0 0 0 1 0], [1 1 0 1 1 0 0 0 1 0], [1 1 0 1 1 0 0 0 1 0], [1 1 0 1 1 0 0 0 1 0], [1 1 0 1 1 0 0 0 1 0], [1 1 0 1 1 0 0 0 1 0], [1 1 0 1 1 0 0 0 1 0], [1 1 0 1 1 0 0 0 1 0], [1 1 0 1 1 0 0 0 1 0], [1 1 0 1 1 1 0 0 1 0], [1 1 0 1 1 1 0 0 1 0], [1 1 0 1 1 1 0 0 1 0], [1 1 0 1 1 1 0 0 1 0], [1 1 0 1 1 1 0 0 1 0], [1 1 0 1 1 1 0 0 1 0], [1 1 0 1 1 1 0 0 1 0], [1 1 0 1 1 1 0 0 1 0], [1 1 0 1 1 1 0 0 1 0], [1 1 0 1 1 1 0 0 1 0], [1 1 0 1 1 1 0 0 1 0], [1 1 0 1 1 1 0 0 1 1], [1 1 0 1 1 1 0 0 1 1], [1 1 0 1 1 1 0 0 1 1], [1 1 0 1 1 1 0 0 1 1], [1 1 0 1 1 1 0 0 1 1], [1 1 0 1 1 1 0 0 1 1], [1 1 0 1 1 1 0 0 1 1], [1 1 0 1 1 1 0 0 1 1], [1 1 0 1 1 1 0 0 1 1], [1 1 0 1 1 1 0 0 1 1] | [1 1 0 1 1 1 0 0 1 1]
jarvis_march
bfs: s: 2, A: [[0 0 1 0 0 0 1 0 1 0 0], [0 0 0 0 0 0 0 0 0 1 0], [1 0 1 0 0 0 0 0 1 0 1], [0 0 0 0 0 0 0 0 1 0 1], [0 0 0 0 0 1 0 1 0 0 0], [0 0 0 0 1 1 0 0 0 0 0], [1 0 0 0 0 0 1 0 0 0 1], [0 0 0 0 1 0 0 1 0 0 0], [1 0 1 1 0 0 0 0 0 1 0], [0 1 0 0 0 0 0 0 1 1 0], [0 0 1 1 0 0 1 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10] trace | pi:
[2 1 2 3 4 5 6 7 2 9 2], [2 1 2 8 4 5 0 7 2 8 2] | [2 9 2 8 4 5 0 7 2 8 2]
bfs
strongly_connected_components: A: [[1 0 0 0 0], [0 1 0 0 0], [0 0 0 0 0], [0 0 0 1 0], [1 0 0 0 1]], initial_trace: [0 1 2 3 4] trace | scc_id:
[0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 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
quickselect: key: [0.738 0.415 0.775 0.063 0.636 0.931 0.892 0.316 0.281 0.295 0.887 0.342 0.413 0.33 0.266], initial_trace: 14 trace | pivot:
14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 13, 13, 13, 13, 13, 13, 11, 11 | 12
quickselect
graham_scan: x: [0.497 0.944 0.143 0.737 -1.37 0.431 0.48 1.7 1.66 0.213 1.19 1.47 1.19 0.212 -0.472 -0.128 1.02 0.666 0.656], y: [-1.82 1.44 -0.913 -0.988 0.674 0.527 0.039 -0.404 0.695 -0.702 -1.07 1.01 1.36 0.876 -1.47 0.117 1.72 0.339 -1.48], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0 1], [1 0 0 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 1 1 0 1 1 0 0 0 0 0 0 0], [1 0 0 1 0 0 0 1 1 0 1 1 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 1 1 0 1 1 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 1 1 0 1 1 1 0 0 0 0 0 0], [1 0 0 0 0 0 0 1 1 0 1 1 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 1 1 0 1 1 0 0 0 0 1 0 0], [1 1 0 0 0 0 0 1 1 0 1 1 0 0 0 0 1 0 0], [1 1 0 0 0 0 0 1 1 0 1 1 0 0 0 0 1 1 0], [1 1 0 0 0 0 0 1 1 0 1 1 0 0 0 0 1 0 0], [1 0 0 0 0 0 0 1 1 0 1 1 0 0 0 0 1 0 0], [1 0 0 0 0 0 1 1 1 0 1 1 0 0 0 0 1 0 0], [1 0 0 0 0 0 0 1 1 0 1 1 0 0 0 0 1 0 0], [1 0 0 0 0 1 0 1 1 0 1 1 0 0 0 0 1 0 0], [1 0 0 0 0 0 0 1 1 0 1 1 0 0 0 0 1 0 0], [1 0 0 0 0 0 0 1 1 0 1 1 0 1 0 0 1 0 0], [1 0 0 0 0 0 0 1 1 1 1 1 0 1 0 0 1 0 0], [1 0 0 0 0 0 0 1 1 0 1 1 0 1 0 0 1 0 0], [1 0 0 0 0 0 0 1 1 0 1 1 0 1 0 1 1 0 0], [1 0 1 0 0 0 0 1 1 0 1 1 0 1 0 1 1 0 0], [1 0 0 0 0 0 0 1 1 0 1 1 0 1 0 1 1 0 0], [1 0 0 0 0 0 0 1 1 0 1 1 0 1 0 0 1 0 0], [1 0 0 0 0 0 0 1 1 0 1 1 0 0 0 0 1 0 0], [1 0 0 0 1 0 0 1 1 0 1 1 0 0 0 0 1 0 0] | [1 0 0 0 1 0 0 1 1 0 1 1 0 0 1 0 1 0 0]
graham_scan
quickselect: key: [0.142 0.776 0.411 0.463 0.445 0.423 0.193 0.475 0.568 0.395 0.007], initial_trace: 10 trace | pivot:
10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 9, 9, 9, 9, 9, 9, 9, 9, 3, 3, 3, 3, 3, 3, 2, 2, 2, 4, 4 | 5
quickselect
kmp_matcher: string: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1], key: [3 2 1 2 3 0 0 1 3 3 0 1 1 2 1 2 3 3 0 2 1 2 3], initial_trace: 0 trace | s:
0, 0, 0, 0, 0, 0, 0, 0 | 1
kmp_matcher
activity_selector: s: [0.672 0.351 0.06 0.307 0.627 0.432 0.218 0.527 0.202 0.725 0.152 0.332 0.589 0.691 0.162 0.574 0.209 0.145 0.351], f: [0.842 0.929 0.399 0.919 0.881 0.482 0.487 0.617 0.31 0.759 0.942 0.636 0.814 0.708 0.632 0.742 0.958 0.931 0.683], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | selected:
[0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 1 1 0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 1 0 1 1 0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 1 0 1 1 1 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 1 0 1 1 1 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 1 0 1 1 1 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 1 0 1 1 1 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 1 0 1 1 1 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 1 0 1 1 1 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 1 0 1 1 1 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 1 0 1 1 1 0 0 0 1 0 0 0 0 0] | [0 0 0 0 0 1 0 1 1 1 0 0 0 1 0 0 0 0 0]
activity_selector
activity_selector: s: [0.52 0.318 0.506 0.326 0.225 0.248 0.142 0.522 0.217 0.525 0.063 0.055 0.047 0.69 0.033 0.422 0.08 0.236 0.189 0.766 0.138 0.26 0.166], f: [0.805 0.389 0.604 0.898 0.763 0.873 0.975 0.609 0.72 0.811 0.141 0.992 0.696 0.982 0.118 0.948 0.888 0.408 0.567 1 0.985 0.332 0.862], 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 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0], [0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0], [0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 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 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0], [0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 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 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0], [0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 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 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0], [0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 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 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0], [0 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0], [0 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0], [0 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0] | [0 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0]
activity_selector
activity_selector: s: [0.654 0.07 0.49 0.895 0.587 0.507 0.275 0.77 0.08 0.463 0.087 0.068 0.987 0 0.051 0.562 0.276 0.135 0.238], f: [0.867 0.232 0.56 0.913 0.724 0.746 0.699 0.775 0.62 0.935 0.224 0.248 0.996 0.304 0.408 0.62 0.477 0.808 0.666], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | selected:
[0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0], [0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0], [0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0], [0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 1 1 0 0], [0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 1 1 0 0], [0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 1 1 0 0], [0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 1 1 0 0], [0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 1 1 0 0], [0 0 1 0 0 0 0 1 0 0 1 0 0 0 0 1 1 0 0], [0 0 1 0 0 0 0 1 0 0 1 0 0 0 0 1 1 0 0], [0 0 1 0 0 0 0 1 0 0 1 0 0 0 0 1 1 0 0], [0 0 1 1 0 0 0 1 0 0 1 0 0 0 0 1 1 0 0], [0 0 1 1 0 0 0 1 0 0 1 0 0 0 0 1 1 0 0] | [0 0 1 1 0 0 0 1 0 0 1 0 1 0 0 1 1 0 0]
activity_selector
activity_selector: s: [0.166 0.13 0.009 0.124 0.032 0.048 0.045 0.039 0.133 0.069 0.289], f: [0.256 0.866 0.335 0.665 0.376 0.069 0.735 0.436 0.856 0.995 0.367], initial_trace: [0 0 0 0 0 0 0 0 0 0 0] trace | selected:
[0 0 0 0 0 1 0 0 0 0 0], [1 0 0 0 0 1 0 0 0 0 0], [1 0 0 0 0 1 0 0 0 0 0], [1 0 0 0 0 1 0 0 0 0 1], [1 0 0 0 0 1 0 0 0 0 1], [1 0 0 0 0 1 0 0 0 0 1], [1 0 0 0 0 1 0 0 0 0 1], [1 0 0 0 0 1 0 0 0 0 1], [1 0 0 0 0 1 0 0 0 0 1], [1 0 0 0 0 1 0 0 0 0 1] | [1 0 0 0 0 1 0 0 0 0 1]
activity_selector
mst_prim: s: 12, A: [[0.075 0 0 0 0 0 0.198 0 0 0 0.163 0 0 0 0], [0 0.539 0 0 0 0 0.495 0 0 0 0.397 0.315 0.036 0 0.376], [0 0 0 0 0 0.421 0 0.077 0 0.536 0 0 0 0 0], [0 0 0 0.486 0 0 0 0 0 0 0.109 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0.241 0 0 0 0.155], [0 0 0.421 0 0 0.702 0.722 0 0 0 0 0 0 0 0], [0.198 0.495 0 0 0 0.722 0 0.236 0 0 0 0 0.729 0 0], [0 0 0.077 0 0 0 0.236 0 0 0 0 0.694 0 0.779 0], [0 0 0 0 0 0 0 0 0.413 0 0 0 0.179 0 0], [0 0 0.536 0 0 0 0 0 0 0.138 0 0 0 0 0], [0.163 0.397 0 0.109 0.241 0 0 0 0 0 0.086 0.372 0 0 0], [0 0.315 0 0 0 0 0 0.694 0 0 0.372 0 0.675 0 0], [0 0.036 0 0 0 0 0.729 0 0.179 0 0 0.675 0 0.556 0], [0 0 0 0 0 0 0 0.779 0 0 0 0 0.556 0 0], [0 0.376 0 0 0.155 0 0 0 0 0 0 0 0 0 0.518]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14] trace | pi:
[0 12 2 3 4 5 12 7 12 9 10 12 12 12 14], [0 12 2 3 4 5 1 7 12 9 1 1 12 12 1], [0 12 2 3 4 5 1 7 12 9 1 1 12 12 1], [0 12 2 3 4 5 1 11 12 9 11 1 12 12 1], [10 12 2 10 10 5 1 11 12 9 11 1 12 12 1], [10 12 2 10 10 5 1 11 12 9 11 1 12 12 1], [10 12 2 10 10 5 0 11 12 9 11 1 12 12 1], [10 12 2 10 10 6 0 6 12 9 11 1 12 12 1], [10 12 7 10 10 6 0 6 12 9 11 1 12 12 1], [10 12 7 10 10 2 0 6 12 2 11 1 12 12 1], [10 12 7 10 10 2 0 6 12 2 11 1 12 12 4], [10 12 7 10 10 2 0 6 12 2 11 1 12 12 4], [10 12 7 10 10 2 0 6 12 2 11 1 12 12 4], [10 12 7 10 10 2 0 6 12 2 11 1 12 12 4] | [10 12 7 10 10 2 0 6 12 2 11 1 12 12 4]
mst_prim
dijkstra: s: 4, A: [[0 0 0 0 0 0.701 0 0 0.402 0 0.345 0 0.376 0 0 0 0 0 0.889 0 0 0 0 0.818 0 0 0 0], [0 0.389 0 0 0 0.723 0 0.868 0 0 0.637 0 0 0 0 0 0 0 0 0 0.891 0 0 0 0 0 0 0], [0 0 0 0.309 0 0 0.236 0 0 0 0 0 0.217 0 0 0 0.104 0 0 0 0 0 0 0 0 0 0 0], [0 0 0.309 0 0 0 0 0.209 0 0 0.753 0 0 0.571 0.319 0.593 0 0 0.363 0.632 0.204 0 0 0 0 0.748 0 0], [0 0 0 0 0 0.326 0 0.32 0 0 0.72 0 0 0 0.63 0 0 0 0 0.648 0 0.456 0 0 0 0 0 0], [0.701 0.723 0 0 0.326 0 0 0 0 0 0 0 0 0 0.665 0.378 0 0 0.187 0.605 0 0 0.927 0.143 0 0 0 0.057], [0 0 0.236 0 0 0 0 0.298 0 0 0.683 0 0 0 0 0 0 0 0 0 0 0 0.206 0.643 0 0 0 0], [0 0.868 0 0.209 0.32 0 0.298 0 0 0 0 0.75 0.201 0 0.336 0 0 0 0 0 0 0 0 0.914 0 0.227 0.202 0], [0.402 0 0 0 0 0 0 0 0.297 0 0 0 0 0 0.42 0 0 0.425 0 0.072 0 0 0 0 0 0.219 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.263 0 0 0 0 0 0 0 0 0.07 0.716 0.147 0], [0.345 0.637 0 0.753 0.72 0 0.683 0 0 0 0.267 0 0 0 0.623 0 0 0 0 0.828 0 0 0 0.708 0.241 0.523 0.268 0.87], [0 0 0 0 0 0 0 0.75 0 0 0 0.557 0.628 0 0.319 0.359 0 0 0 0 0.179 0 0 0.243 0 0 0 0.786], [0.376 0 0.217 0 0 0 0 0.201 0 0 0 0.628 0.64 0.377 0.538 0 0 0.433 0 0 0 0 0 0 0 0 0 0], [0 0 0 0.571 0 0 0 0 0 0 0 0 0.377 0.189 0 0 0 0 0 0 0 0 0 0.292 0 0 0 0.462], [0 0 0 0.319 0.63 0.665 0 0.336 0.42 0 0.623 0.319 0.538 0 0 0 0 0.708 0 0 0 0 0 0 0 0.266 0 0], [0 0 0 0.593 0 0.378 0 0 0 0.263 0 0.359 0 0 0 0 0.058 0 0.629 0 0.144 0 0 0.417 0 0 0.303 0], [0 0 0.104 0 0 0 0 0 0 0 0 0 0 0 0 0.058 0 0 0 0 0 0 0.306 0 0 0 0 0.194], [0 0 0 0 0 0 0 0 0.425 0 0 0 0.433 0 0.708 0 0 0 0 0 0.35 0 0.75 0 0 0 0 0], [0.889 0 0 0.363 0 0.187 0 0 0 0 0 0 0 0 0 0.629 0 0 0 0 0.658 0 0 0 0 0 0 0], [0 0 0 0.632 0.648 0.605 0 0 0.072 0 0.828 0 0 0 0 0 0 0 0 0 0 0 0 0.381 0 0 0 0], [0 0.891 0 0.204 0 0 0 0 0 0 0 0.179 0 0 0 0.144 0 0.35 0.658 0 0 0 0 0 0.684 0 0 0], [0 0 0 0 0.456 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.488 0.473 0.726 0 0 0.137 0.413], [0 0 0 0 0 0.927 0.206 0 0 0 0 0 0 0 0 0 0.306 0.75 0 0 0 0.473 0.971 0 0 0 0 0], [0.818 0 0 0 0 0.143 0.643 0.914 0 0 0.708 0.243 0 0.292 0 0.417 0 0 0 0.381 0 0.726 0 0.435 0 0 0 0], [0 0 0 0 0 0 0 0 0 0.07 0.241 0 0 0 0 0 0 0 0 0 0.684 0 0 0 0.672 0 0 0], [0 0 0 0.748 0 0 0 0.227 0.219 0.716 0.523 0 0 0 0.266 0 0 0 0 0 0 0 0 0 0 0.032 0 0], [0 0 0 0 0 0 0 0.202 0 0.147 0.268 0 0 0 0 0.303 0 0 0 0 0 0.137 0 0 0 0 0 0], [0 0 0 0 0 0.057 0 0 0 0 0.87 0.786 0 0.462 0 0 0.194 0 0 0 0 0.413 0 0 0 0 0 0.078]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27] trace | pi:
[0 1 2 3 4 4 6 4 8 9 4 11 12 13 4 15 16 17 18 4 20 4 22 23 24 25 26 27], [0 7 2 7 4 4 7 4 8 9 4 7 7 13 4 15 16 17 18 4 20 4 22 7 24 7 7 27], [5 5 2 7 4 4 7 4 8 9 4 7 7 13 4 5 16 17 5 4 20 4 5 5 24 7 7 5], [5 5 2 7 4 4 7 4 8 9 4 7 7 27 4 5 27 17 5 4 20 4 5 5 24 7 7 5], [5 5 2 7 4 4 7 4 8 9 4 7 7 27 4 5 27 17 5 4 20 4 21 5 24 7 7 5], [5 5 2 7 4 4 7 4 8 9 4 23 7 23 4 5 27 17 5 4 20 4 21 5 24 7 7 5], [5 5 2 7 4 4 7 4 8 9 4 23 7 23 4 5 27 17 5 4 18 4 21 5 24 7 7 5], [12 5 12 7 4 4 7 4 8 9 4 23 7 23 4 5 27 12 5 4 18 4 21 5 24 7 7 5], [12 5 12 7 4 4 7 4 8 26 4 23 7 23 4 5 27 12 5 4 18 4 21 5 24 7 7 5], [12 5 12 7 4 4 7 4 8 26 4 23 7 23 4 5 27 12 5 4 3 4 21 5 24 7 7 5], [12 5 12 7 4 4 7 4 25 26 4 23 7 23 4 5 27 12 5 4 3 4 21 5 24 7 7 5], [12 5 16 7 4 4 7 4 25 26 4 23 7 23 4 16 27 12 5 4 3 4 16 5 24 7 7 5], [12 5 16 7 4 4 7 4 25 26 4 23 7 23 4 16 27 12 5 4 3 4 6 5 24 7 7 5], [12 5 16 7 4 4 7 4 25 26 4 23 7 23 4 16 27 12 5 4 3 4 6 5 24 7 7 5], [12 5 16 7 4 4 7 4 25 26 4 23 7 23 4 16 27 12 5 4 3 4 6 5 24 7 7 5], [12 5 16 7 4 4 7 4 19 26 4 23 7 23 4 16 27 12 5 4 3 4 6 5 24 7 7 5], [12 5 16 7 4 4 7 4 19 26 4 23 7 23 4 16 27 12 5 4 3 4 6 5 9 7 7 5], [12 5 16 7 4 4 7 4 19 26 4 23 7 23 4 16 27 12 5 4 3 4 6 5 9 7 7 5], [12 5 16 7 4 4 7 4 19 26 4 23 7 23 4 16 27 12 5 4 3 4 6 5 9 7 7 5], [12 5 16 7 4 4 7 4 19 26 4 23 7 23 4 16 27 12 5 4 3 4 6 5 9 7 7 5], [12 5 16 7 4 4 7 4 19 26 4 23 7 23 4 16 27 12 5 4 3 4 6 5 9 7 7 5], [12 5 16 7 4 4 7 4 19 26 4 23 7 23 4 16 27 12 5 4 3 4 6 5 9 7 7 5], [12 5 16 7 4 4 7 4 19 26 4 23 7 23 4 16 27 12 5 4 3 4 6 5 9 7 7 5], [12 5 16 7 4 4 7 4 19 26 4 23 7 23 4 16 27 12 5 4 3 4 6 5 9 7 7 5], [12 5 16 7 4 4 7 4 19 26 4 23 7 23 4 16 27 12 5 4 3 4 6 5 9 7 7 5], [12 5 16 7 4 4 7 4 19 26 4 23 7 23 4 16 27 12 5 4 3 4 6 5 9 7 7 5], [12 5 16 7 4 4 7 4 19 26 4 23 7 23 4 16 27 12 5 4 3 4 6 5 9 7 7 5] | [12 5 16 7 4 4 7 4 19 26 4 23 7 23 4 16 27 12 5 4 3 4 6 5 9 7 7 5]
dijkstra
insertion_sort: key: [0.735 0.405 0.27 0.492 0.393], initial_trace: [0.735 0.405 0.27 0.492 0.393] trace | pred:
[0.405 0.735 0.27 0.492 0.393], [0.27 0.405 0.735 0.492 0.393], [0.27 0.405 0.492 0.735 0.393] | [0.27 0.393 0.405 0.492 0.735]
insertion_sort
find_maximum_subarray_kadane: key: [0.965 -0.496 0.269 0.198 0.226 -0.126 0.191 0.28 -0.171 0.292 -0.783 0.586 0.123 -0.917 -0.416], initial_trace: (0, 0) trace | (best_low, best_high):
(0, 0), (0, 0), (0, 0), (0, 4), (0, 4), (0, 6), (0, 7), (0, 7), (0, 9), (0, 9), (0, 9), (0, 9), (0, 9) | (0, 9)
find_maximum_subarray_kadane
kmp_matcher: string: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1], key: [1 2 1 2 1 0 0 2 3 2 1 0 1 2 0 3 1 1 1 2 2 0 0 2 2 2 1 2 1 0 0], initial_trace: 0 trace | s:
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 | 1
kmp_matcher
dag_shortest_paths: s: 1, A: [[0 0 0.812 0], [0.572 0 0 0], [0 0 0 0], [0 0 0 0]], initial_trace: [0 1 2 3] trace | pi:
[0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [1 1 2 3] | [1 1 0 3]
dag_shortest_paths
graham_scan: x: [-1.01 1.32 -0.601 0.989 -1.51 -0.927 1.47 0.256 0.628 -1.34 -0.204 1.02 1.88 1.49 -1.02], y: [1.39 1.5 1.04 1.35 -1.1 -0.673 0.592 -1.29 0.674 -0.518 -1.83 -0.54 0.245 -1.27 0.325], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 0 0 0 0 0 0 0 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 1 0], [0 0 0 0 0 0 0 0 0 0 1 0 1 1 0], [0 0 0 0 0 0 0 0 0 0 1 1 1 1 0], [0 0 0 0 0 0 0 1 0 0 1 1 1 1 0], [0 0 0 0 0 0 0 0 0 0 1 1 1 1 0], [0 0 0 0 0 0 0 0 0 0 1 0 1 1 0], [0 0 0 0 0 0 1 0 0 0 1 0 1 1 0], [0 0 0 0 0 0 0 0 0 0 1 0 1 1 0], [0 1 0 0 0 0 0 0 0 0 1 0 1 1 0], [0 1 0 1 0 0 0 0 0 0 1 0 1 1 0], [0 1 0 1 0 0 0 0 1 0 1 0 1 1 0], [0 1 0 1 0 0 0 0 0 0 1 0 1 1 0], [0 1 0 0 0 0 0 0 0 0 1 0 1 1 0], [0 1 1 0 0 0 0 0 0 0 1 0 1 1 0], [0 1 0 0 0 0 0 0 0 0 1 0 1 1 0], [1 1 0 0 0 0 0 0 0 0 1 0 1 1 0], [1 1 0 0 0 0 0 0 0 0 1 0 1 1 1], [1 1 0 0 0 1 0 0 0 0 1 0 1 1 1], [1 1 0 0 0 0 0 0 0 0 1 0 1 1 1], [1 1 0 0 0 0 0 0 0 0 1 0 1 1 0], [1 1 0 0 0 0 0 0 0 1 1 0 1 1 0], [1 1 0 0 0 0 0 0 0 0 1 0 1 1 0] | [1 1 0 0 1 0 0 0 0 0 1 0 1 1 0]
graham_scan
jarvis_march: x: [0.827 1.62 -1.3 1 -1.31 0.068 0.8 -0.632 1.37 -1.36], y: [-1.3 -0.343 -1.1 -1.72 -1.44 0.085 -1.71 -1.66 -0.449 1.01], initial_trace: [0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 0 0 1 0 0 0 0 0 0], [0 0 0 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 1 0 1 0 0 0 0 0 0], [0 1 0 1 0 0 0 0 0 0], [0 1 0 1 0 0 0 0 0 0], [0 1 0 1 0 0 0 0 0 0], [0 1 0 1 0 0 0 0 0 0], [0 1 0 1 0 0 0 0 0 0], [0 1 0 1 0 0 0 0 0 0], [0 1 0 1 0 0 0 0 0 0], [0 1 0 1 0 0 0 0 0 0], [0 1 0 1 0 0 0 0 0 0], [0 1 0 1 0 0 0 0 0 0], [0 1 0 1 0 0 0 0 0 1], [0 1 0 1 0 0 0 0 0 1], [0 1 0 1 0 0 0 0 0 1], [0 1 0 1 0 0 0 0 0 1], [0 1 0 1 0 0 0 0 0 1], [0 1 0 1 0 0 0 0 0 1], [0 1 0 1 0 0 0 0 0 1], [0 1 0 1 0 0 0 0 0 1], [0 1 0 1 0 0 0 0 0 1], [0 1 0 1 0 0 0 0 0 1], [0 1 0 1 0 0 0 0 0 1], [0 1 0 1 1 0 0 0 0 1], [0 1 0 1 1 0 0 0 0 1], [0 1 0 1 1 0 0 0 0 1], [0 1 0 1 1 0 0 0 0 1], [0 1 0 1 1 0 0 0 0 1], [0 1 0 1 1 0 0 0 0 1], [0 1 0 1 1 0 0 0 0 1], [0 1 0 1 1 0 0 0 0 1], [0 1 0 1 1 0 0 0 0 1], [0 1 0 1 1 0 0 0 0 1], [0 1 0 1 1 0 0 0 0 1], [0 1 0 1 1 0 0 1 0 1], [0 1 0 1 1 0 0 1 0 1], [0 1 0 1 1 0 0 1 0 1], [0 1 0 1 1 0 0 1 0 1], [0 1 0 1 1 0 0 1 0 1], [0 1 0 1 1 0 0 1 0 1], [0 1 0 1 1 0 0 1 0 1], [0 1 0 1 1 0 0 1 0 1], [0 1 0 1 1 0 0 1 0 1], [0 1 0 1 1 0 0 1 0 1] | [0 1 0 1 1 0 0 1 0 1]
jarvis_march
floyd_warshall: A: [[0 0 0.639 0 0], [0 0.932 0 0.203 0.446], [0.639 0 0.214 0 0.173], [0 0.203 0 0.496 0.36], [0 0.446 0.173 0.36 0]], initial_trace: [[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 2], [3 3 3 3 3], [4 4 4 4 4]] trace | Pi:
[[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 2], [3 3 3 3 3], [4 4 4 4 4]], [[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 2], [3 3 3 1 3], [4 4 4 4 4]], [[0 0 0 0 2], [1 1 1 1 1], [2 2 2 2 2], [3 3 3 1 3], [2 4 4 4 4]] | [[0 4 0 4 2], [2 3 4 1 1], [2 4 2 4 2], [2 3 4 1 3], [2 4 4 4 4]]
floyd_warshall
strongly_connected_components: A: [[1 0 1 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0 0 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 0], [0 0 0 1 1 1 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 1 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0 0 0 1], [0 0 0 0 0 1 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 1 1 0 0 0 0 0 0 0 0 0 1 0 0], [0 0 1 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0 1 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 1 1 0 0 1 0 0 0 0 1]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14] trace | scc_id:
[0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 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 6 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 6 6 10 11 12 13 14], [0 1 2 3 4 5 6 7 6 6 10 11 12 13 6], [0 1 2 3 4 5 6 7 6 6 10 11 12 13 6], [0 1 2 3 4 5 6 7 6 6 10 11 12 13 6], [0 1 2 3 4 5 6 7 6 6 10 11 12 13 6], [0 1 2 3 4 5 6 7 6 6 10 11 12 13 6], [0 1 2 3 4 5 6 7 6 6 10 11 12 13 6], [0 1 2 3 4 5 6 7 6 6 10 11 12 13 6], [0 1 2 3 3 5 6 7 6 6 10 11 12 13 6], [0 1 2 3 3 5 6 7 6 6 10 11 12 3 6], [0 1 2 3 3 5 6 7 6 6 10 11 12 3 6], [0 1 2 3 3 5 6 7 6 6 10 11 12 3 6], [0 1 2 3 3 5 6 7 6 6 10 11 12 3 6], [0 1 2 3 3 5 6 7 6 6 10 11 12 3 6], [0 1 2 3 3 5 6 7 6 6 10 11 12 3 6], [0 1 2 3 3 5 6 7 6 6 10 11 12 3 6], [0 1 2 3 3 5 6 7 6 6 10 11 12 3 6], [0 1 2 3 3 5 6 7 6 6 10 11 12 3 6], [0 1 2 3 3 5 6 7 6 6 10 11 12 3 6], [0 1 2 3 3 5 6 7 6 6 10 11 12 3 6], [0 1 2 3 3 5 6 7 6 6 10 11 12 3 6], [0 1 2 3 3 5 6 7 6 6 10 11 12 3 6], [0 1 2 3 3 5 6 7 6 6 10 11 12 3 6] | [0 1 2 3 3 5 6 7 6 6 10 11 12 3 6]
strongly_connected_components
jarvis_march: x: [1.53 1.06 1.2 -0.36 -0.338 -0.682 0.375 -1.36 1.27 0.154 0.269], y: [0.657 0.145 0.015 0.273 0.737 0.53 1.34 -1 0.673 0.967 -0.683], initial_trace: [0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 1 0 0 1], [0 0 0 0 0 0 0 1 0 0 1], [0 0 0 0 0 0 0 1 0 0 1], [0 0 0 0 0 0 0 1 0 0 1], [0 0 0 0 0 0 0 1 0 0 1], [0 0 0 0 0 0 0 1 0 0 1], [0 0 0 0 0 0 0 1 0 0 1], [0 0 0 0 0 0 0 1 0 0 1], [0 0 0 0 0 0 0 1 0 0 1], [0 0 0 0 0 0 0 1 0 0 1], [0 0 0 0 0 0 0 1 0 0 1], [0 0 0 0 0 0 0 1 0 0 1], [0 0 1 0 0 0 0 1 0 0 1], [0 0 1 0 0 0 0 1 0 0 1], [0 0 1 0 0 0 0 1 0 0 1], [0 0 1 0 0 0 0 1 0 0 1], [0 0 1 0 0 0 0 1 0 0 1], [0 0 1 0 0 0 0 1 0 0 1], [0 0 1 0 0 0 0 1 0 0 1], [0 0 1 0 0 0 0 1 0 0 1], [0 0 1 0 0 0 0 1 0 0 1], [0 0 1 0 0 0 0 1 0 0 1], [0 0 1 0 0 0 0 1 0 0 1], [0 0 1 0 0 0 0 1 0 0 1], [1 0 1 0 0 0 0 1 0 0 1], [1 0 1 0 0 0 0 1 0 0 1], [1 0 1 0 0 0 0 1 0 0 1], [1 0 1 0 0 0 0 1 0 0 1], [1 0 1 0 0 0 0 1 0 0 1], [1 0 1 0 0 0 0 1 0 0 1], [1 0 1 0 0 0 0 1 0 0 1], [1 0 1 0 0 0 0 1 0 0 1], [1 0 1 0 0 0 0 1 0 0 1], [1 0 1 0 0 0 0 1 0 0 1], [1 0 1 0 0 0 0 1 0 0 1], [1 0 1 0 0 0 0 1 0 0 1], [1 0 1 0 0 0 1 1 0 0 1], [1 0 1 0 0 0 1 1 0 0 1], [1 0 1 0 0 0 1 1 0 0 1], [1 0 1 0 0 0 1 1 0 0 1], [1 0 1 0 0 0 1 1 0 0 1], [1 0 1 0 0 0 1 1 0 0 1], [1 0 1 0 0 0 1 1 0 0 1], [1 0 1 0 0 0 1 1 0 0 1], [1 0 1 0 0 0 1 1 0 0 1], [1 0 1 0 0 0 1 1 0 0 1], [1 0 1 0 0 0 1 1 0 0 1], [1 0 1 0 0 0 1 1 0 0 1], [1 0 1 0 0 1 1 1 0 0 1], [1 0 1 0 0 1 1 1 0 0 1], [1 0 1 0 0 1 1 1 0 0 1], [1 0 1 0 0 1 1 1 0 0 1], [1 0 1 0 0 1 1 1 0 0 1], [1 0 1 0 0 1 1 1 0 0 1], [1 0 1 0 0 1 1 1 0 0 1], [1 0 1 0 0 1 1 1 0 0 1], [1 0 1 0 0 1 1 1 0 0 1], [1 0 1 0 0 1 1 1 0 0 1], [1 0 1 0 0 1 1 1 0 0 1] | [1 0 1 0 0 1 1 1 0 0 1]
jarvis_march
naive_string_matcher: string: [0 0 0 0 0 0 0 0 0 1 1], key: [0 0 1 0 2 2 2 1 1 0 0], initial_trace: 0 trace | s:
| 0
naive_string_matcher
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 3 3 3 0 2 2 2 2 0 3 3 1 1 3 1 3 0 2 1 2 3 0 3 3 1 3 0 2 1 2], initial_trace: 0 trace | s:
1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 12, 13, 13, 13, 14, 15, 15, 15, 15, 15 | 15
naive_string_matcher
bfs: s: 2, A: [[1 0 0 0 0 0 0 0 0 1 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 1 1 0 0 1 0 1 0 1 0 0], [0 0 0 0 0 0 0 0 1 0 0 0], [0 0 1 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 1 0 0 0 0 0], [0 1 1 1 0 0 0 0 0 1 0 0], [0 0 0 0 1 0 0 0 1 0 0 0], [1 0 0 1 0 0 0 1 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 0 1]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11] trace | pi:
[0 1 2 2 4 2 6 2 8 9 10 11], [0 3 2 2 4 2 6 2 8 3 10 11] | [9 3 2 2 4 2 6 2 8 3 10 9]
bfs
quickselect: key: [0.248 0.185 0.067 0.285 0.877 0.509 0.53 0.111 0.957 0.121 0.965], initial_trace: 10 trace | pivot:
10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 0, 0, 0, 0, 0, 0, 0, 4, 4, 4, 4, 4, 3, 3 | 3
quickselect
mst_prim: s: 9, A: [[0.715 0 0 0 0 0 0 0 0.859 0.621 0], [0 0 0.395 0.939 0.687 0 0 0 0 0 0.208], [0 0.395 0 0 0.137 0.83 0.494 0 0 0 0], [0 0.939 0 0.573 0 0 0 0 0 0 0.624], [0 0.687 0.137 0 0 0 0.254 0 0 0.608 0], [0 0 0.83 0 0 0.952 0.505 0.089 0 0.447 0], [0 0 0.494 0 0.254 0.505 0 0 0 0 0], [0 0 0 0 0 0.089 0 0 0 0 0], [0.859 0 0 0 0 0 0 0 0.9 0 0], [0.621 0 0 0 0.608 0.447 0 0 0 0.68 0], [0 0.208 0 0.624 0 0 0 0 0 0 0.958]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10] trace | pi:
[9 1 2 3 9 9 6 7 8 9 10], [9 1 5 3 9 9 5 5 8 9 10], [9 1 5 3 9 9 5 5 8 9 10], [9 1 6 3 6 9 5 5 8 9 10], [9 4 4 3 6 9 5 5 8 9 10], [9 2 4 3 6 9 5 5 8 9 10], [9 2 4 1 6 9 5 5 8 9 1], [9 2 4 10 6 9 5 5 8 9 1], [9 2 4 10 6 9 5 5 0 9 1], [9 2 4 10 6 9 5 5 0 9 1] | [9 2 4 10 6 9 5 5 0 9 1]
mst_prim
kmp_matcher: string: [0 0 0 1], key: [0 1 2 0], initial_trace: 0 trace | s:
| 0
kmp_matcher
bellman_ford: s: 6, A: [[0 0 0 0 0.645 0.643 0.139 0 0 0 0 0 0.229 0 0], [0 0 0 0 0 0 0 0 0 0.361 0 0 0 0 0], [0 0 0.67 0 0.13 0.418 0 0 0 0 0 0 0 0.151 0.852], [0 0 0 0 0 0 0 0 0.336 0 0 0.152 0.102 0.504 0], [0.645 0 0.13 0 0 0.065 0 0 0.382 0 0 0.419 0.082 0.051 0], [0.643 0 0.418 0 0.065 0.515 0 0.202 0.498 0 0 0 0.788 0 0.433], [0.139 0 0 0 0 0 0.853 0.894 0 0 0 0 0 0 0.37], [0 0 0 0 0 0.202 0.894 0.707 0.537 0 0 0.197 0 0 0], [0 0 0 0.336 0.382 0.498 0 0.537 0.308 0 0.834 0 0 0 0.198], [0 0.361 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0.834 0 0 0 0 0.733 0], [0 0 0 0.152 0.419 0 0 0.197 0 0 0 0 0 0 0], [0.229 0 0 0.102 0.082 0.788 0 0 0 0 0 0 0 0 0], [0 0 0.151 0.504 0.051 0 0 0 0 0 0.733 0 0 0 0.563], [0 0 0.852 0 0 0.433 0.37 0 0.198 0 0 0 0 0.563 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14] trace | pi:
[6 1 2 3 4 5 6 6 8 9 10 11 12 13 6], [6 1 14 3 0 0 6 6 14 9 10 7 0 14 6], [6 1 4 12 12 0 6 6 14 9 8 7 0 4 6], [6 1 4 12 12 4 6 6 14 9 8 3 0 4 6] | [6 1 4 12 12 4 6 5 14 9 13 3 0 4 6]
bellman_ford
activity_selector: s: [0.204 0.508 0.362 0.038 0.912 0.326 0.386 0.339 0.32 0.209 0.602 0.109 0.462 0.162 0.2 0.085 0.404 0.239 0.075], f: [0.738 0.973 0.459 0.53 0.939 0.787 0.466 0.798 0.626 0.671 0.838 0.887 0.604 0.518 0.792 0.739 0.756 0.304 0.112], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | selected:
[0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1], [0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1], [0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1], [0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1], [0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1], [0 0 1 0 0 0 0 0 0 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 1], [0 0 1 0 0 0 0 0 0 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 1], [0 0 1 0 0 0 0 0 0 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 1], [0 0 1 0 0 0 0 0 0 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 1], [0 0 1 0 0 0 0 0 0 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 1], [0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 1], [0 0 1 0 1 0 0 0 0 0 0 0 1 0 0 0 0 1 1] | [0 0 1 0 1 0 0 0 0 0 0 0 1 0 0 0 0 1 1]
activity_selector
mst_kruskal: A: [[0.113 0.0571 0 0 0.216 0 0 0 0 0], [0.0571 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0.216 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0.452 0], [0 0 0 0 0 0 0 0 0 0]], initial_trace: [[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]] trace | in_mst:
[[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]], [[0 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 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]] | [[0 1 0 0 1 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 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
strongly_connected_components: A: [[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]], 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
segments_intersect: x: [0.796 0.775 0.395 0.969], y: [0.339 0.087 0.666 0.181] intersect:
1
segments_intersect
bfs: s: 2, A: [[1 0 0 1 0 0 1 0 0 0], [0 1 0 0 1 0 0 1 1 0], [0 0 1 1 0 0 1 0 0 0], [1 0 1 1 1 0 0 0 0 1], [0 1 0 1 0 0 0 0 0 0], [0 0 0 0 0 1 0 1 1 0], [1 0 1 0 0 0 1 1 1 0], [0 1 0 0 0 1 1 0 1 0], [0 1 0 0 0 1 1 1 1 0], [0 0 0 1 0 0 0 0 0 1]], initial_trace: [0 1 2 3 4 5 6 7 8 9] trace | pi:
[0 1 2 2 4 5 2 7 8 9], [3 1 2 2 3 5 2 6 6 3] | [3 4 2 2 3 7 2 6 6 3]
bfs
mst_prim: s: 2, A: [[0.388 0.371 0 0 0.644 0.679 0.647 0 0 0 0.188 0], [0.371 0.802 0 0 0 0 0 0 0 0.371 0 0], [0 0 0 0 0.698 0.158 0 0.496 0.62 0 0 0], [0 0 0 0 0.524 0 0.546 0 0 0 0 0], [0.644 0 0.698 0.524 0.179 0 0 0 0.335 0 0 0.174], [0.679 0 0.158 0 0 0.856 0 0 0 0 0 0.128], [0.647 0 0 0.546 0 0 0.992 0 0.162 0 0 0], [0 0 0.496 0 0 0 0 0 0 0 0 0], [0 0 0.62 0 0.335 0 0.162 0 0 0 0.173 0.785], [0 0.371 0 0 0 0 0 0 0 0 0.753 0], [0.188 0 0 0 0 0 0 0 0.173 0.753 0.835 0], [0 0 0 0 0.174 0.128 0 0 0.785 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11] trace | pi:
[0 1 2 3 2 2 6 2 2 9 10 11], [5 1 2 3 2 2 6 2 2 9 10 5], [5 1 2 3 11 2 6 2 2 9 10 5], [4 1 2 4 11 2 6 2 4 9 10 5], [4 1 2 4 11 2 8 2 4 9 8 5], [4 1 2 4 11 2 8 2 4 9 8 5], [10 1 2 4 11 2 8 2 4 10 8 5], [10 0 2 4 11 2 8 2 4 10 8 5], [10 0 2 4 11 2 8 2 4 1 8 5], [10 0 2 4 11 2 8 2 4 1 8 5], [10 0 2 4 11 2 8 2 4 1 8 5] | [10 0 2 4 11 2 8 2 4 1 8 5]
mst_prim
insertion_sort: key: [0.367 0.162 0.635 0.589 0.763 0.605 0.142 0.498 0.441 0.934 0.103 0.55 0.158 0.748 0.418 0.947 0.333 0.666 0.457 0.468 0.136 0.418 0.483 0.05 0.165 0.5 0.87 0.865 0.259 0.674 0.785], initial_trace: [0.367 0.162 0.635 0.589 0.763 0.605 0.142 0.498 0.441 0.934 0.103 0.55 0.158 0.748 0.418 0.947 0.333 0.666 0.457 0.468 0.136 0.418 0.483 0.05 0.165 0.5 0.87 0.865 0.259 0.674 0.785] trace | pred:
[0.162 0.367 0.635 0.589 0.763 0.605 0.142 0.498 0.441 0.934 0.103 0.55 0.158 0.748 0.418 0.947 0.333 0.666 0.457 0.468 0.136 0.418 0.483 0.05 0.165 0.5 0.87 0.865 0.259 0.674 0.785], [0.162 0.367 0.635 0.589 0.763 0.605 0.142 0.498 0.441 0.934 0.103 0.55 0.158 0.748 0.418 0.947 0.333 0.666 0.457 0.468 0.136 0.418 0.483 0.05 0.165 0.5 0.87 0.865 0.259 0.674 0.785], [0.162 0.367 0.589 0.635 0.763 0.605 0.142 0.498 0.441 0.934 0.103 0.55 0.158 0.748 0.418 0.947 0.333 0.666 0.457 0.468 0.136 0.418 0.483 0.05 0.165 0.5 0.87 0.865 0.259 0.674 0.785], [0.162 0.367 0.589 0.635 0.763 0.605 0.142 0.498 0.441 0.934 0.103 0.55 0.158 0.748 0.418 0.947 0.333 0.666 0.457 0.468 0.136 0.418 0.483 0.05 0.165 0.5 0.87 0.865 0.259 0.674 0.785], [0.162 0.367 0.589 0.605 0.635 0.763 0.142 0.498 0.441 0.934 0.103 0.55 0.158 0.748 0.418 0.947 0.333 0.666 0.457 0.468 0.136 0.418 0.483 0.05 0.165 0.5 0.87 0.865 0.259 0.674 0.785], [0.142 0.162 0.367 0.589 0.605 0.635 0.763 0.498 0.441 0.934 0.103 0.55 0.158 0.748 0.418 0.947 0.333 0.666 0.457 0.468 0.136 0.418 0.483 0.05 0.165 0.5 0.87 0.865 0.259 0.674 0.785], [0.142 0.162 0.367 0.498 0.589 0.605 0.635 0.763 0.441 0.934 0.103 0.55 0.158 0.748 0.418 0.947 0.333 0.666 0.457 0.468 0.136 0.418 0.483 0.05 0.165 0.5 0.87 0.865 0.259 0.674 0.785], [0.142 0.162 0.367 0.441 0.498 0.589 0.605 0.635 0.763 0.934 0.103 0.55 0.158 0.748 0.418 0.947 0.333 0.666 0.457 0.468 0.136 0.418 0.483 0.05 0.165 0.5 0.87 0.865 0.259 0.674 0.785], [0.142 0.162 0.367 0.441 0.498 0.589 0.605 0.635 0.763 0.934 0.103 0.55 0.158 0.748 0.418 0.947 0.333 0.666 0.457 0.468 0.136 0.418 0.483 0.05 0.165 0.5 0.87 0.865 0.259 0.674 0.785], [0.103 0.142 0.162 0.367 0.441 0.498 0.589 0.605 0.635 0.763 0.934 0.55 0.158 0.748 0.418 0.947 0.333 0.666 0.457 0.468 0.136 0.418 0.483 0.05 0.165 0.5 0.87 0.865 0.259 0.674 0.785], [0.103 0.142 0.162 0.367 0.441 0.498 0.55 0.589 0.605 0.635 0.763 0.934 0.158 0.748 0.418 0.947 0.333 0.666 0.457 0.468 0.136 0.418 0.483 0.05 0.165 0.5 0.87 0.865 0.259 0.674 0.785], [0.103 0.142 0.158 0.162 0.367 0.441 0.498 0.55 0.589 0.605 0.635 0.763 0.934 0.748 0.418 0.947 0.333 0.666 0.457 0.468 0.136 0.418 0.483 0.05 0.165 0.5 0.87 0.865 0.259 0.674 0.785], [0.103 0.142 0.158 0.162 0.367 0.441 0.498 0.55 0.589 0.605 0.635 0.748 0.763 0.934 0.418 0.947 0.333 0.666 0.457 0.468 0.136 0.418 0.483 0.05 0.165 0.5 0.87 0.865 0.259 0.674 0.785], [0.103 0.142 0.158 0.162 0.367 0.418 0.441 0.498 0.55 0.589 0.605 0.635 0.748 0.763 0.934 0.947 0.333 0.666 0.457 0.468 0.136 0.418 0.483 0.05 0.165 0.5 0.87 0.865 0.259 0.674 0.785], [0.103 0.142 0.158 0.162 0.367 0.418 0.441 0.498 0.55 0.589 0.605 0.635 0.748 0.763 0.934 0.947 0.333 0.666 0.457 0.468 0.136 0.418 0.483 0.05 0.165 0.5 0.87 0.865 0.259 0.674 0.785], [0.103 0.142 0.158 0.162 0.333 0.367 0.418 0.441 0.498 0.55 0.589 0.605 0.635 0.748 0.763 0.934 0.947 0.666 0.457 0.468 0.136 0.418 0.483 0.05 0.165 0.5 0.87 0.865 0.259 0.674 0.785], [0.103 0.142 0.158 0.162 0.333 0.367 0.418 0.441 0.498 0.55 0.589 0.605 0.635 0.666 0.748 0.763 0.934 0.947 0.457 0.468 0.136 0.418 0.483 0.05 0.165 0.5 0.87 0.865 0.259 0.674 0.785], [0.103 0.142 0.158 0.162 0.333 0.367 0.418 0.441 0.457 0.498 0.55 0.589 0.605 0.635 0.666 0.748 0.763 0.934 0.947 0.468 0.136 0.418 0.483 0.05 0.165 0.5 0.87 0.865 0.259 0.674 0.785], [0.103 0.142 0.158 0.162 0.333 0.367 0.418 0.441 0.457 0.468 0.498 0.55 0.589 0.605 0.635 0.666 0.748 0.763 0.934 0.947 0.136 0.418 0.483 0.05 0.165 0.5 0.87 0.865 0.259 0.674 0.785], [0.103 0.136 0.142 0.158 0.162 0.333 0.367 0.418 0.441 0.457 0.468 0.498 0.55 0.589 0.605 0.635 0.666 0.748 0.763 0.934 0.947 0.418 0.483 0.05 0.165 0.5 0.87 0.865 0.259 0.674 0.785], [0.103 0.136 0.142 0.158 0.162 0.333 0.367 0.418 0.418 0.441 0.457 0.468 0.498 0.55 0.589 0.605 0.635 0.666 0.748 0.763 0.934 0.947 0.483 0.05 0.165 0.5 0.87 0.865 0.259 0.674 0.785], [0.103 0.136 0.142 0.158 0.162 0.333 0.367 0.418 0.418 0.441 0.457 0.468 0.483 0.498 0.55 0.589 0.605 0.635 0.666 0.748 0.763 0.934 0.947 0.05 0.165 0.5 0.87 0.865 0.259 0.674 0.785], [0.05 0.103 0.136 0.142 0.158 0.162 0.333 0.367 0.418 0.418 0.441 0.457 0.468 0.483 0.498 0.55 0.589 0.605 0.635 0.666 0.748 0.763 0.934 0.947 0.165 0.5 0.87 0.865 0.259 0.674 0.785], [0.05 0.103 0.136 0.142 0.158 0.162 0.165 0.333 0.367 0.418 0.418 0.441 0.457 0.468 0.483 0.498 0.55 0.589 0.605 0.635 0.666 0.748 0.763 0.934 0.947 0.5 0.87 0.865 0.259 0.674 0.785], [0.05 0.103 0.136 0.142 0.158 0.162 0.165 0.333 0.367 0.418 0.418 0.441 0.457 0.468 0.483 0.498 0.5 0.55 0.589 0.605 0.635 0.666 0.748 0.763 0.934 0.947 0.87 0.865 0.259 0.674 0.785], [0.05 0.103 0.136 0.142 0.158 0.162 0.165 0.333 0.367 0.418 0.418 0.441 0.457 0.468 0.483 0.498 0.5 0.55 0.589 0.605 0.635 0.666 0.748 0.763 0.87 0.934 0.947 0.865 0.259 0.674 0.785], [0.05 0.103 0.136 0.142 0.158 0.162 0.165 0.333 0.367 0.418 0.418 0.441 0.457 0.468 0.483 0.498 0.5 0.55 0.589 0.605 0.635 0.666 0.748 0.763 0.865 0.87 0.934 0.947 0.259 0.674 0.785], [0.05 0.103 0.136 0.142 0.158 0.162 0.165 0.259 0.333 0.367 0.418 0.418 0.441 0.457 0.468 0.483 0.498 0.5 0.55 0.589 0.605 0.635 0.666 0.748 0.763 0.865 0.87 0.934 0.947 0.674 0.785], [0.05 0.103 0.136 0.142 0.158 0.162 0.165 0.259 0.333 0.367 0.418 0.418 0.441 0.457 0.468 0.483 0.498 0.5 0.55 0.589 0.605 0.635 0.666 0.674 0.748 0.763 0.865 0.87 0.934 0.947 0.785] | [0.05 0.103 0.136 0.142 0.158 0.162 0.165 0.259 0.333 0.367 0.418 0.418 0.441 0.457 0.468 0.483 0.498 0.5 0.55 0.589 0.605 0.635 0.666 0.674 0.748 0.763 0.785 0.865 0.87 0.934 0.947]
insertion_sort
matrix_chain_order: p: [0.367 0.954 0.774 0.192 0.111], 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 2], [0 0 0 0 3], [0 0 0 0 0]] | [[0 0 0 0 0], [0 0 1 1 1], [0 0 0 2 2], [0 0 0 0 3], [0 0 0 0 0]]
matrix_chain_order
matrix_chain_order: p: [0.772 0.03 0.514 0.408 0.17 0.392 0.924 0.114 0.968 0.653], initial_trace: [[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]] trace | s:
[[0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0], [0 0 0 2 0 0 0 0 0 0], [0 0 0 0 3 0 0 0 0 0], [0 0 0 0 0 4 0 0 0 0], [0 0 0 0 0 0 5 0 0 0], [0 0 0 0 0 0 0 6 0 0], [0 0 0 0 0 0 0 0 7 0], [0 0 0 0 0 0 0 0 0 8], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 1 1 2 0 0 0 0 0], [0 0 0 2 3 3 0 0 0 0], [0 0 0 0 3 4 4 0 0 0], [0 0 0 0 0 4 4 5 0 0], [0 0 0 0 0 0 5 5 6 0], [0 0 0 0 0 0 0 6 7 7], [0 0 0 0 0 0 0 0 7 7], [0 0 0 0 0 0 0 0 0 8], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 1 1 1 1 4 3 4 0], [0 0 0 2 3 4 5 4 5 5], [0 0 0 0 3 4 4 4 5 5], [0 0 0 0 0 4 4 4 7 7], [0 0 0 0 0 0 5 5 7 7], [0 0 0 0 0 0 0 6 7 7], [0 0 0 0 0 0 0 0 7 7], [0 0 0 0 0 0 0 0 0 8], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 1 1 1 1 1 1 1 1], [0 0 0 2 3 4 5 6 7 7], [0 0 0 0 3 4 4 3 7 7], [0 0 0 0 0 4 4 4 7 7], [0 0 0 0 0 0 5 5 7 7], [0 0 0 0 0 0 0 6 7 7], [0 0 0 0 0 0 0 0 7 7], [0 0 0 0 0 0 0 0 0 8], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 1 1 1 1 1 1 1 1], [0 0 0 2 3 4 5 6 7 8], [0 0 0 0 3 4 4 3 7 7], [0 0 0 0 0 4 4 4 7 7], [0 0 0 0 0 0 5 5 7 7], [0 0 0 0 0 0 0 6 7 7], [0 0 0 0 0 0 0 0 7 7], [0 0 0 0 0 0 0 0 0 8], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 1 1 1 1 1 1 1 1], [0 0 0 2 3 4 5 6 7 8], [0 0 0 0 3 4 4 3 7 7], [0 0 0 0 0 4 4 4 7 7], [0 0 0 0 0 0 5 5 7 7], [0 0 0 0 0 0 0 6 7 7], [0 0 0 0 0 0 0 0 7 7], [0 0 0 0 0 0 0 0 0 8], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 1 1 1 1 1 1 1 1], [0 0 0 2 3 4 5 6 7 8], [0 0 0 0 3 4 4 3 7 7], [0 0 0 0 0 4 4 4 7 7], [0 0 0 0 0 0 5 5 7 7], [0 0 0 0 0 0 0 6 7 7], [0 0 0 0 0 0 0 0 7 7], [0 0 0 0 0 0 0 0 0 8], [0 0 0 0 0 0 0 0 0 0]] | [[0 0 0 0 0 0 0 0 0 0], [0 0 1 1 1 1 1 1 1 1], [0 0 0 2 3 4 5 6 7 8], [0 0 0 0 3 4 4 3 7 7], [0 0 0 0 0 4 4 4 7 7], [0 0 0 0 0 0 5 5 7 7], [0 0 0 0 0 0 0 6 7 7], [0 0 0 0 0 0 0 0 7 7], [0 0 0 0 0 0 0 0 0 8], [0 0 0 0 0 0 0 0 0 0]]
matrix_chain_order
articulation_points: A: [[0 0 0 0], [0 0 0 0], [0 0 0 0], [0 0 0 0]], initial_trace: [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]
articulation_points
task_scheduling: d: [23 8 16 10 12 4 12 17 13 3 12 15 19 1 16 10 19 10 15 22 11 17 11], w: [0.126 0.103 0.426 0.107 0.521 0.178 0.538 0.285 0.457 0.97 0.715 0.204 0.925 0.691 0.943 0.228 0.866 0.344 0.862 0.157 0.586 0.555 0.529], 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 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 1 0 1 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 0 0 1 0 1 0 1 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 1 0 1 0 1 0 1 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 1 0 1 0 1 0 1 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 1 0 1 0 1 0 1 0 1 0 1 0 0], [0 0 0 0 0 0 0 0 0 1 1 0 1 0 1 0 1 0 1 0 1 1 0], [0 0 0 0 0 0 1 0 0 1 1 0 1 0 1 0 1 0 1 0 1 1 0], [0 0 0 0 0 0 1 0 0 1 1 0 1 0 1 0 1 0 1 0 1 1 1], [0 0 0 0 1 0 1 0 0 1 1 0 1 0 1 0 1 0 1 0 1 1 1], [0 0 0 0 1 0 1 0 1 1 1 0 1 0 1 0 1 0 1 0 1 1 1], [0 0 1 0 1 0 1 0 1 1 1 0 1 0 1 0 1 0 1 0 1 1 1], [0 0 1 0 1 0 1 0 1 1 1 0 1 0 1 0 1 0 1 0 1 1 1], [0 0 1 0 1 0 1 1 1 1 1 0 1 0 1 0 1 0 1 0 1 1 1], [0 0 1 0 1 0 1 1 1 1 1 0 1 0 1 0 1 0 1 0 1 1 1], [0 0 1 0 1 0 1 1 1 1 1 1 1 0 1 0 1 0 1 0 1 1 1], [0 0 1 0 1 0 1 1 1 1 1 1 1 0 1 0 1 0 1 0 1 1 1], [0 0 1 0 1 0 1 1 1 1 1 1 1 0 1 0 1 0 1 1 1 1 1], [1 0 1 0 1 0 1 1 1 1 1 1 1 0 1 0 1 0 1 1 1 1 1], [1 0 1 0 1 0 1 1 1 1 1 1 1 0 1 0 1 0 1 1 1 1 1] | [1 0 1 0 1 0 1 1 1 1 1 1 1 0 1 0 1 0 1 1 1 1 1]
task_scheduling
mst_prim: s: 26, A: [[0 0 0 0 0 0 0 0 0 0.425 0 0 0 0.548 0 0 0.572 0.85 0 0.064 0.693 0 0 0.134 0.601 0 0 0], [0 0.98 0 0 0.119 0 0.523 0.301 0 0 0 0 0.542 0 0 0 0.315 0 0 0 0 0 0 0.161 0 0 0.75 0], [0 0 0 0.419 0 0 0 0 0 0.69 0 0.545 0 0 0 0 0.149 0 0 0 0 0 0.315 0.623 0 0 0.152 0], [0 0 0.419 0.563 0 0 0 0 0 0 0 0 0.457 0.54 0 0 0 0.255 0.229 0 0 0 0 0.28 0.879 0 0 0.664], [0 0.119 0 0 0.37 0 0 0.321 0 0 0 0 0 0 0 0 0 0.616 0.45 0 0 0 0 0 0 0.509 0 0.639], [0 0 0 0 0 0 0.495 0 0 0 0 0 0 0 0.356 0 0.199 0 0 0 0.512 0 0.361 0.07 0 0 0 0], [0 0.523 0 0 0 0.495 0.44 0 0 0 0.741 0 0 0.075 0 0 0.122 0 0 0 0 0 0.602 0 0 0 0 0], [0 0.301 0 0 0.321 0 0 0.809 0 0 0.671 0.339 0 0 0 0 0 0 0 0 0 0 0.911 0 0 0 0 0.845], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.366 0 0 0 0 0 0 0 0.138 0 0 0.385 0.629], [0.425 0 0.69 0 0 0 0 0 0 0.404 0 0 0 0 0 0 0 0 0.199 0.702 0 0 0 0 0 0 0.494 0.63], [0 0 0 0 0 0 0.741 0.671 0 0 0 0.186 0 0.906 0.305 0 0 0 0.392 0 0 0 0 0 0 0 0 0], [0 0 0.545 0 0 0 0 0.339 0 0 0.186 0.348 0.333 0 0 0 0.307 0 0 0 0.278 0 0 0 0 0 0 0], [0 0.542 0 0.457 0 0 0 0 0 0 0 0.333 0.656 0.723 0 0.043 0 0 0 0 0.325 0 0 0 0 0.175 0 0.295], [0.548 0 0 0.54 0 0 0.075 0 0 0 0.906 0 0.723 0.21 0.513 0 0 0.451 0 0.701 0 0.375 0 0.37 0.498 0.036 0.178 0.13], [0 0 0 0 0 0.356 0 0 0 0 0.305 0 0 0.513 0.044 0 0 0 0 0.377 0 0 0 0 0 0.235 0 0], [0 0 0 0 0 0 0 0 0.366 0 0 0 0.043 0 0 0.252 0.598 0.116 0 0 0.174 0 0 0 0 0 0 0.448], [0.572 0.315 0.149 0 0 0.199 0.122 0 0 0 0 0.307 0 0 0 0.598 0 0.274 0 0 0 0.136 0 0 0 0 0.426 0], [0.85 0 0 0.255 0.616 0 0 0 0 0 0 0 0 0.451 0 0.116 0.274 0.309 0.111 0 0 0.209 0 0 0.116 0 0.057 0], [0 0 0 0.229 0.45 0 0 0 0 0.199 0.392 0 0 0 0 0 0 0.111 0.647 0 0 0.485 0.721 0 0 0.707 0 0], [0.064 0 0 0 0 0 0 0 0 0.702 0 0 0 0.701 0.377 0 0 0 0 0.425 0.331 0 0 0 0 0 0 0], [0.693 0 0 0 0 0.512 0 0 0 0 0 0.278 0.325 0 0 0.174 0 0 0 0.331 0 0 0 0.234 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0.375 0 0 0.136 0.209 0.485 0 0 0.272 0 0 0 0 0 0], [0 0 0.315 0 0 0.361 0.602 0.911 0 0 0 0 0 0 0 0 0 0 0.721 0 0 0 0 0 0.08 0.364 0.2 0], [0.134 0.161 0.623 0.28 0 0.07 0 0 0.138 0 0 0 0 0.37 0 0 0 0 0 0 0.234 0 0 0.478 0 0.399 0 0], [0.601 0 0 0.879 0 0 0 0 0 0 0 0 0 0.498 0 0 0 0.116 0 0 0 0 0.08 0 0 0 0 0], [0 0 0 0 0.509 0 0 0 0 0 0 0 0.175 0.036 0.235 0 0 0 0.707 0 0 0 0.364 0.399 0 0 0 0.622], [0 0.75 0.152 0 0 0 0 0 0.385 0.494 0 0 0 0.178 0 0 0.426 0.057 0 0 0 0 0.2 0 0 0 0.966 0], [0 0 0 0.664 0.639 0 0 0.845 0.629 0.63 0 0 0.295 0.13 0 0.448 0 0 0 0 0 0 0 0 0 0.622 0 0.265]], 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 26 26 3 4 5 6 7 26 26 10 11 12 26 14 15 26 26 18 19 20 21 26 23 24 25 26 27], [17 26 26 17 17 5 6 7 26 26 10 11 12 26 14 17 17 26 17 19 20 17 26 23 17 25 26 27], [17 26 26 18 18 5 6 7 26 18 18 11 12 26 14 17 17 26 17 19 20 17 26 23 17 18 26 27], [24 26 26 18 18 5 6 7 26 18 18 11 12 26 14 17 17 26 17 19 20 17 24 23 17 18 26 27], [24 26 26 18 18 22 22 22 26 18 18 11 12 26 14 17 17 26 17 19 20 17 24 23 17 22 26 27], [24 26 26 18 18 22 22 22 15 18 18 11 15 26 14 17 17 26 17 19 15 17 24 23 17 22 26 15], [24 12 26 18 18 22 22 22 15 18 18 12 15 26 14 17 17 26 17 19 15 17 24 23 17 12 26 12], [24 12 26 18 18 22 22 22 15 18 18 12 15 26 14 17 2 26 17 19 15 17 24 2 17 12 26 12], [16 16 26 18 18 16 16 22 15 18 18 16 15 26 14 17 2 26 17 19 15 16 24 2 17 12 26 12], [16 16 26 18 18 16 16 22 15 18 18 16 15 6 14 17 2 26 17 19 15 16 24 2 17 12 26 12], [13 16 26 18 18 16 16 22 15 18 18 16 15 6 13 17 2 26 17 13 15 16 24 13 17 13 26 13], [13 16 26 18 18 16 16 22 15 18 18 16 15 6 25 17 2 26 17 13 15 16 24 13 17 13 26 13], [13 16 26 18 18 16 16 27 15 18 18 16 15 6 25 17 2 26 17 13 15 16 24 13 17 13 26 13], [13 16 26 18 18 16 16 27 15 18 18 16 15 6 25 17 2 26 17 13 15 16 24 13 17 13 26 13], [13 16 26 18 18 16 16 27 15 18 18 20 15 6 25 17 2 26 17 20 15 16 24 20 17 13 26 13], [13 16 26 18 18 16 16 27 15 18 18 20 15 6 25 17 2 26 17 20 15 16 24 5 17 13 26 13], [23 23 26 18 18 16 16 27 23 18 18 20 15 6 25 17 2 26 17 20 15 16 24 5 17 13 26 13], [23 23 26 18 18 16 16 27 23 18 18 20 15 6 25 17 2 26 17 0 15 16 24 5 17 13 26 13], [23 23 26 18 18 16 16 27 23 18 18 20 15 6 25 17 2 26 17 0 15 16 24 5 17 13 26 13], [23 23 26 18 18 16 16 27 23 18 18 20 15 6 25 17 2 26 17 0 15 16 24 5 17 13 26 13], [23 23 26 18 1 16 16 1 23 18 18 20 15 6 25 17 2 26 17 0 15 16 24 5 17 13 26 13], [23 23 26 18 1 16 16 1 23 18 18 20 15 6 25 17 2 26 17 0 15 16 24 5 17 13 26 13], [23 23 26 18 1 16 16 1 23 18 18 20 15 6 25 17 2 26 17 0 15 16 24 5 17 13 26 13], [23 23 26 18 1 16 16 1 23 18 18 20 15 6 25 17 2 26 17 0 15 16 24 5 17 13 26 13], [23 23 26 18 1 16 16 1 23 18 14 20 15 6 25 17 2 26 17 0 15 16 24 5 17 13 26 13], [23 23 26 18 1 16 16 1 23 18 11 20 15 6 25 17 2 26 17 0 15 16 24 5 17 13 26 13], [23 23 26 18 1 16 16 1 23 18 11 20 15 6 25 17 2 26 17 0 15 16 24 5 17 13 26 13] | [23 23 26 18 1 16 16 1 23 18 11 20 15 6 25 17 2 26 17 0 15 16 24 5 17 13 26 13]
mst_prim
kmp_matcher: string: [0 0 0 0 0 0 0 0 0 0 0 0 1 1 1], key: [3 1 3 1 1 2 0 0 1 0 2 1 3 1 1], initial_trace: 0 trace | s:
0, 0, 0, 0, 0, 0, 1 | 2
kmp_matcher
kmp_matcher: string: [0 0 0 0 0 0 0 0 0 0 1 1], key: [3 1 1 1 3 2 3 3 1 0 3 3], initial_trace: 0 trace | s:
0, 0, 0, 0, 1, 2, 3, 4, 4, 5 | 6
kmp_matcher
heapsort: key: [0.107 0.58 0.459 0.045 0.212 0.827 0.634 0.645 0.809 0.326], initial_trace: [0.107 0.58 0.459 0.045 0.212 0.827 0.634 0.645 0.809 0.326] trace | pred:
[0.107 0.58 0.459 0.045 0.212 0.827 0.634 0.645 0.809 0.326], [0.107 0.58 0.459 0.045 0.212 0.827 0.634 0.645 0.809 0.326], [0.107 0.58 0.459 0.045 0.212 0.827 0.634 0.645 0.809 0.326], [0.107 0.58 0.459 0.045 0.212 0.827 0.634 0.645 0.809 0.326], [0.107 0.58 0.459 0.045 0.212 0.827 0.634 0.645 0.809 0.326], [0.107 0.58 0.459 0.045 0.326 0.827 0.634 0.645 0.809 0.212], [0.107 0.58 0.459 0.045 0.326 0.827 0.634 0.645 0.809 0.212], [0.107 0.58 0.459 0.809 0.326 0.827 0.634 0.645 0.045 0.212], [0.107 0.58 0.459 0.809 0.326 0.827 0.634 0.645 0.045 0.212], [0.107 0.58 0.827 0.809 0.326 0.459 0.634 0.645 0.045 0.212], [0.107 0.58 0.827 0.809 0.326 0.459 0.634 0.645 0.045 0.212], [0.107 0.809 0.827 0.58 0.326 0.459 0.634 0.645 0.045 0.212], [0.107 0.809 0.827 0.645 0.326 0.459 0.634 0.58 0.045 0.212], [0.107 0.809 0.827 0.645 0.326 0.459 0.634 0.58 0.045 0.212], [0.827 0.809 0.107 0.645 0.326 0.459 0.634 0.58 0.045 0.212], [0.827 0.809 0.634 0.645 0.326 0.459 0.107 0.58 0.045 0.212], [0.827 0.809 0.634 0.645 0.326 0.459 0.107 0.58 0.045 0.212], [0.212 0.809 0.634 0.645 0.326 0.459 0.107 0.58 0.045 0.827], [0.809 0.212 0.634 0.645 0.326 0.459 0.107 0.58 0.045 0.827], [0.809 0.645 0.634 0.212 0.326 0.459 0.107 0.58 0.045 0.827], [0.809 0.645 0.634 0.58 0.326 0.459 0.107 0.212 0.045 0.827], [0.809 0.645 0.634 0.58 0.326 0.459 0.107 0.212 0.045 0.827], [0.045 0.645 0.634 0.58 0.326 0.459 0.107 0.212 0.809 0.827], [0.645 0.045 0.634 0.58 0.326 0.459 0.107 0.212 0.809 0.827], [0.645 0.58 0.634 0.045 0.326 0.459 0.107 0.212 0.809 0.827], [0.645 0.58 0.634 0.212 0.326 0.459 0.107 0.045 0.809 0.827], [0.645 0.58 0.634 0.212 0.326 0.459 0.107 0.045 0.809 0.827], [0.045 0.58 0.634 0.212 0.326 0.459 0.107 0.645 0.809 0.827], [0.634 0.58 0.045 0.212 0.326 0.459 0.107 0.645 0.809 0.827], [0.634 0.58 0.459 0.212 0.326 0.045 0.107 0.645 0.809 0.827], [0.634 0.58 0.459 0.212 0.326 0.045 0.107 0.645 0.809 0.827], [0.107 0.58 0.459 0.212 0.326 0.045 0.634 0.645 0.809 0.827], [0.58 0.107 0.459 0.212 0.326 0.045 0.634 0.645 0.809 0.827], [0.58 0.326 0.459 0.212 0.107 0.045 0.634 0.645 0.809 0.827], [0.58 0.326 0.459 0.212 0.107 0.045 0.634 0.645 0.809 0.827], [0.045 0.326 0.459 0.212 0.107 0.58 0.634 0.645 0.809 0.827], [0.459 0.326 0.045 0.212 0.107 0.58 0.634 0.645 0.809 0.827], [0.459 0.326 0.045 0.212 0.107 0.58 0.634 0.645 0.809 0.827], [0.107 0.326 0.045 0.212 0.459 0.58 0.634 0.645 0.809 0.827], [0.326 0.107 0.045 0.212 0.459 0.58 0.634 0.645 0.809 0.827], [0.326 0.212 0.045 0.107 0.459 0.58 0.634 0.645 0.809 0.827], [0.326 0.212 0.045 0.107 0.459 0.58 0.634 0.645 0.809 0.827], [0.107 0.212 0.045 0.326 0.459 0.58 0.634 0.645 0.809 0.827], [0.212 0.107 0.045 0.326 0.459 0.58 0.634 0.645 0.809 0.827], [0.212 0.107 0.045 0.326 0.459 0.58 0.634 0.645 0.809 0.827], [0.045 0.107 0.212 0.326 0.459 0.58 0.634 0.645 0.809 0.827], [0.107 0.045 0.212 0.326 0.459 0.58 0.634 0.645 0.809 0.827], [0.107 0.045 0.212 0.326 0.459 0.58 0.634 0.645 0.809 0.827], [0.045 0.107 0.212 0.326 0.459 0.58 0.634 0.645 0.809 0.827] | [0.045 0.107 0.212 0.326 0.459 0.58 0.634 0.645 0.809 0.827]
heapsort
bellman_ford: s: 8, 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 0.397 0 0 0 0.727 0 0.085], [0 0 0 0.397 0.487 0 0 0.512 0 0.39 0], [0 0 0 0 0 0 0 0 0 0.641 0.392], [0 0 0 0 0 0 0 0 0 0.048 0.254], [0 0 0 0 0.512 0 0 0.25 0 0 0], [0 0 0 0.727 0 0 0 0 0.196 0 0.746], [0 0 0 0 0.39 0.641 0.048 0 0 0 0], [0 0 0 0.085 0 0.392 0.254 0 0.746 0 0.557]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10] trace | pi:
[0 1 2 8 4 5 6 7 8 9 8], [0 1 2 8 3 10 10 7 8 9 8] | [0 1 2 8 3 10 10 4 8 6 8]
bellman_ford
quickselect: key: [0.386 0.456 0.679 0.055 0.206 0.317 0.705 0.467 0.43 0.297 0.775 0.245 0.221 0.751 0.815], initial_trace: 14 trace | pivot:
14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 13, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 12, 2, 2, 2, 2, 2, 2, 2, 2, 2, 11, 11, 11, 11, 11, 11, 11, 0, 0, 0, 0, 0, 0, 7, 7, 7, 1, 1 | 8
quickselect
minimum: key: [0.533 0.824 0.36 0.194], initial_trace: 0 trace | min:
0, 2 | 3
minimum
minimum: key: [0.406 0.603 0.397 0.723], initial_trace: 0 trace | min:
0, 2 | 2
minimum
bfs: s: 6, A: [[0 1 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 1 1 0 1 0], [1 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 1 0 0 0 0], [0 0 1 1 0 1 1 0 0 0 1 0 0 0 0 1 0 0 0 0 1 1 0], [0 0 1 1 1 0 1 0 0 1 0 1 0 0 1 0 0 0 1 0 0 0 0], [1 0 0 1 1 1 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1], [0 0 1 0 1 0 0 1 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0], [1 0 1 1 0 0 0 0 0 0 1 0 1 0 0 0 1 0 0 1 0 1 1], [0 0 0 0 1 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 1], [0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0], [0 1 0 1 0 1 0 0 0 1 1 1 0 0 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 1 0 0 1 1 0 0 1 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 1], [0 0 0 0 0 1 0 1 0 0 1 0 0 1 1 0 1 0 1 0 0 0 0], [0 1 0 1 0 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 1 0 0], [1 0 1 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 1 1 0 0 1 0 0 1 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1], [1 1 0 1 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 1 1], [1 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 1 0 0], [1 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0 0 1 0], [0 0 0 0 1 0 1 1 0 0 0 0 1 0 0 0 1 1 1 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22] trace | pi:
[6 1 6 6 4 5 6 7 8 9 6 11 6 13 14 15 6 17 18 6 20 6 6] | [6 0 6 6 0 2 6 16 12 3 6 3 6 10 3 0 6 21 0 6 2 6 6]
bfs
graham_scan: x: [1.01 1.26 0.43 0.687 0.184 -1 0.246 -0.337 1.96 -0.393 -0.335 -1.71 0.159 0.586 0.013 -0.111 -1.08 1.13 0.82], y: [0.975 0.919 -1.09 1.28 -0.232 0.236 0.984 0.164 0.336 1.28 0.06 0.433 0.127 -1.56 -0.814 -1.49 -0.831 -0.616 -1.22], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0 0 1 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 1 0 0 0 1 0], [0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0], [0 1 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0], [1 1 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0], [0 1 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0], [0 1 0 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0], [0 1 0 1 0 0 1 0 1 0 0 0 0 1 0 0 0 0 0], [0 1 0 1 0 0 1 0 1 0 0 0 1 1 0 0 0 0 0], [0 1 0 1 1 0 1 0 1 0 0 0 1 1 0 0 0 0 0], [0 1 1 1 1 0 1 0 1 0 0 0 1 1 0 0 0 0 0], [0 1 0 1 1 0 1 0 1 0 0 0 1 1 0 0 0 0 0], [0 1 0 1 0 0 1 0 1 0 0 0 1 1 0 0 0 0 0], [0 1 0 1 0 0 1 0 1 0 0 0 0 1 0 0 0 0 0], [0 1 0 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0], [0 1 0 1 0 0 0 0 1 1 0 0 0 1 0 0 0 0 0], [0 1 0 1 0 0 0 1 1 1 0 0 0 1 0 0 0 0 0], [0 1 0 1 0 0 0 0 1 1 0 0 0 1 0 0 0 0 0], [0 1 0 1 0 0 0 0 1 1 1 0 0 1 0 0 0 0 0], [0 1 0 1 0 0 0 0 1 1 1 0 0 1 1 0 0 0 0], [0 1 0 1 0 0 0 0 1 1 1 0 0 1 0 0 0 0 0], [0 1 0 1 0 0 0 0 1 1 0 0 0 1 0 0 0 0 0], [0 1 0 1 0 1 0 0 1 1 0 0 0 1 0 0 0 0 0], [0 1 0 1 0 0 0 0 1 1 0 0 0 1 0 0 0 0 0], [0 1 0 1 0 0 0 0 1 1 0 1 0 1 0 0 0 0 0], [0 1 0 1 0 0 0 0 1 1 0 1 0 1 0 0 1 0 0] | [0 1 0 1 0 0 0 0 1 1 0 1 0 1 0 1 1 0 0]
graham_scan
articulation_points: A: [[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 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 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 1 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 0 1 0 1]], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0] trace | is_cut:
[0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 1 0] | [0 0 0 0 0 0 0 0 0 0 1 0]
articulation_points
graham_scan: x: [0.185 -1.09 -0.034 -0.787 0.208 -0.015 0.805 0.032 1.28 -1 0.003 0.854 0.735 -0.209 0.29], y: [0.693 -1.68 -0.408 1.29 1.5 -1.42 -0.127 -1.36 -1.33 0.148 1.21 0.703 1.01 1.55 -1.42], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 1 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 1 0 0 0 0 0 1], [0 1 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 1 0 0 0 1 0 0 1 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 1 0 0 0 0 0 1 1 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 1 0 0 0 0 0 0], [0 1 0 0 0 0 1 0 1 0 0 0 0 0 0], [0 1 1 0 0 0 1 0 1 0 0 0 0 0 0], [0 1 0 0 0 0 1 0 1 0 0 0 0 0 0], [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 1 0 0 0], [0 1 0 0 0 0 0 0 1 0 0 1 1 0 0], [1 1 0 0 0 0 0 0 1 0 0 1 1 0 0], [0 1 0 0 0 0 0 0 1 0 0 1 1 0 0], [0 1 0 0 1 0 0 0 1 0 0 1 1 0 0], [0 1 0 0 1 0 0 0 1 0 1 1 1 0 0], [0 1 0 0 1 0 0 0 1 0 0 1 1 0 0], [0 1 0 0 1 0 0 0 1 0 0 1 1 1 0], [0 1 0 1 1 0 0 0 1 0 0 1 1 1 0] | [0 1 0 1 1 0 0 0 1 1 0 1 1 1 0]
graham_scan
mst_kruskal: A: [[0 0 0 0 0], [0 0.445 0 0 0], [0 0 0 0 0], [0 0 0 0.744 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
naive_string_matcher: string: [0 0 0 1], key: [3 1 3 1], initial_trace: 0 trace | s:
| 1
naive_string_matcher
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 1 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 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 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 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0]], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | is_cut:
[0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0 0 0 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 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0] | [0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0]
articulation_points
dag_shortest_paths: s: 3, A: [[0 0 0 0 0], [0.438 0 0 0 0], [0 0.166 0 0 0], [0 0 0 0 0], [0 0.658 0.688 0 0]], initial_trace: [0 1 2 3 4] trace | pi:
[0 1 2 3 4], [0 1 2 3 4] | [0 1 2 3 4]
dag_shortest_paths
dfs: A: [[1 0 1 0 0 0 1 1 1 0 0 0 1 0 0 0 1 0 1], [0 0 0 1 1 1 1 1 0 1 1 0 0 1 1 1 1 1 1], [1 1 0 1 1 1 1 1 0 1 1 1 0 0 0 1 1 0 1], [0 1 0 1 1 0 1 0 1 0 1 0 0 0 1 0 0 0 1], [1 1 1 1 1 0 0 1 1 1 0 0 1 1 0 0 1 0 0], [1 1 1 1 1 1 1 1 1 1 0 1 0 0 0 0 1 0 1], [0 0 1 0 0 1 1 1 0 1 1 0 1 1 0 0 1 1 0], [1 1 0 1 1 0 0 0 0 1 1 0 1 1 1 0 1 1 1], [1 0 0 0 0 0 0 0 0 1 1 0 1 1 0 1 0 1 1], [1 0 1 1 0 0 0 1 0 0 1 0 1 1 0 0 0 0 1], [0 0 1 0 0 1 1 1 1 0 1 0 1 1 0 1 0 1 1], [0 1 1 1 1 0 0 1 0 0 1 0 1 1 1 1 1 1 0], [1 0 1 1 1 0 1 0 1 0 1 1 0 1 0 1 0 1 0], [0 0 1 1 1 0 0 0 0 0 1 1 0 0 0 0 0 0 0], [0 1 1 1 0 0 1 0 0 1 0 0 1 0 1 0 0 0 0], [0 1 1 1 0 0 0 0 0 1 0 0 1 0 0 0 0 0 1], [1 1 1 1 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1], [0 1 1 0 1 1 1 1 1 0 0 0 1 1 1 0 1 0 1], [0 0 0 0 1 1 0 1 1 1 1 1 0 0 0 1 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18] trace | pi:
[0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 0 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 0 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 2 0 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 2 0 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 2 0 1 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 2 0 1 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 2 0 1 3 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 2 0 1 3 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 2 0 1 3 5 6 4 8 9 10 11 12 13 14 15 16 17 18], [0 2 0 1 3 5 6 4 8 9 10 11 12 13 14 15 16 17 18], [0 2 0 1 3 5 6 4 8 7 10 11 12 13 14 15 16 17 18], [0 2 0 1 3 5 6 4 8 7 10 11 12 13 14 15 16 17 18], [0 2 0 1 3 5 6 4 8 7 9 11 12 13 14 15 16 17 18], [0 2 0 1 3 5 6 4 8 7 9 11 12 13 14 15 16 17 18], [0 2 0 1 3 10 6 4 8 7 9 11 12 13 14 15 16 17 18], [0 2 0 1 3 10 6 4 8 7 9 11 12 13 14 15 16 17 18], [0 2 0 1 3 10 5 4 8 7 9 11 12 13 14 15 16 17 18], [0 2 0 1 3 10 5 4 8 7 9 11 12 13 14 15 16 17 18], [0 2 0 1 3 10 5 4 8 7 9 11 6 13 14 15 16 17 18], [0 2 0 1 3 10 5 4 8 7 9 11 6 13 14 15 16 17 18], [0 2 0 1 3 10 5 4 12 7 9 11 6 13 14 15 16 17 18], [0 2 0 1 3 10 5 4 12 7 9 11 6 13 14 15 16 17 18], [0 2 0 1 3 10 5 4 12 7 9 11 6 8 14 15 16 17 18], [0 2 0 1 3 10 5 4 12 7 9 11 6 8 14 15 16 17 18], [0 2 0 1 3 10 5 4 12 7 9 13 6 8 14 15 16 17 18], [0 2 0 1 3 10 5 4 12 7 9 13 6 8 14 15 16 17 18], [0 2 0 1 3 10 5 4 12 7 9 13 6 8 11 15 16 17 18], [0 2 0 1 3 10 5 4 12 7 9 13 6 8 11 15 16 17 18], [0 2 0 1 3 10 5 4 12 7 9 13 6 8 11 15 16 17 18], [0 2 0 1 3 10 5 4 12 7 9 13 6 8 11 11 16 17 18], [0 2 0 1 3 10 5 4 12 7 9 13 6 8 11 11 16 17 18], [0 2 0 1 3 10 5 4 12 7 9 13 6 8 11 11 16 17 15], [0 2 0 1 3 10 5 4 12 7 9 13 6 8 11 11 16 17 15], [0 2 0 1 3 10 5 4 12 7 9 13 6 8 11 11 16 17 15], [0 2 0 1 3 10 5 4 12 7 9 13 6 8 11 11 16 17 15], [0 2 0 1 3 10 5 4 12 7 9 13 6 8 11 11 11 17 15], [0 2 0 1 3 10 5 4 12 7 9 13 6 8 11 11 11 17 15], [0 2 0 1 3 10 5 4 12 7 9 13 6 8 11 11 11 17 15], [0 2 0 1 3 10 5 4 12 7 9 13 6 8 11 11 11 11 15], [0 2 0 1 3 10 5 4 12 7 9 13 6 8 11 11 11 11 15], [0 2 0 1 3 10 5 4 12 7 9 13 6 8 11 11 11 11 15], [0 2 0 1 3 10 5 4 12 7 9 13 6 8 11 11 11 11 15], [0 2 0 1 3 10 5 4 12 7 9 13 6 8 11 11 11 11 15], [0 2 0 1 3 10 5 4 12 7 9 13 6 8 11 11 11 11 15], [0 2 0 1 3 10 5 4 12 7 9 13 6 8 11 11 11 11 15], [0 2 0 1 3 10 5 4 12 7 9 13 6 8 11 11 11 11 15], [0 2 0 1 3 10 5 4 12 7 9 13 6 8 11 11 11 11 15], [0 2 0 1 3 10 5 4 12 7 9 13 6 8 11 11 11 11 15], [0 2 0 1 3 10 5 4 12 7 9 13 6 8 11 11 11 11 15], [0 2 0 1 3 10 5 4 12 7 9 13 6 8 11 11 11 11 15], [0 2 0 1 3 10 5 4 12 7 9 13 6 8 11 11 11 11 15], [0 2 0 1 3 10 5 4 12 7 9 13 6 8 11 11 11 11 15], [0 2 0 1 3 10 5 4 12 7 9 13 6 8 11 11 11 11 15], [0 2 0 1 3 10 5 4 12 7 9 13 6 8 11 11 11 11 15] | [0 2 0 1 3 10 5 4 12 7 9 13 6 8 11 11 11 11 15]
dfs
jarvis_march: x: [-0.05 0.048 0.685 0.462], y: [1.27 -0.601 -0.608 -0.671], initial_trace: [0 0 0 0] trace | in_hull:
[0 0 0 1], [0 0 0 1], [0 0 0 1], [0 0 0 1], [0 0 0 1], [0 0 1 1], [0 0 1 1], [0 0 1 1], [0 0 1 1], [0 0 1 1], [1 0 1 1], [1 0 1 1], [1 0 1 1], [1 0 1 1], [1 0 1 1], [1 1 1 1], [1 1 1 1], [1 1 1 1], [1 1 1 1] | [1 1 1 1]
jarvis_march
bubble_sort: key: [0.236 0.964 0.056 0.512 0.015], initial_trace: [0.236 0.964 0.056 0.512 0.015] trace | pred:
[0.236 0.964 0.056 0.015 0.512], [0.236 0.964 0.015 0.056 0.512], [0.236 0.015 0.964 0.056 0.512], [0.015 0.236 0.964 0.056 0.512], [0.015 0.236 0.964 0.056 0.512], [0.015 0.236 0.056 0.964 0.512], [0.015 0.056 0.236 0.964 0.512], [0.015 0.056 0.236 0.512 0.964], [0.015 0.056 0.236 0.512 0.964] | [0.015 0.056 0.236 0.512 0.964]
bubble_sort
insertion_sort: key: [0.954 0.403 0.763 0.511 0.15 0.306 0.643 0.803 0.315 0.335 0.401 0.841 0.043 0.968 0.835], initial_trace: [0.954 0.403 0.763 0.511 0.15 0.306 0.643 0.803 0.315 0.335 0.401 0.841 0.043 0.968 0.835] trace | pred:
[0.403 0.954 0.763 0.511 0.15 0.306 0.643 0.803 0.315 0.335 0.401 0.841 0.043 0.968 0.835], [0.403 0.763 0.954 0.511 0.15 0.306 0.643 0.803 0.315 0.335 0.401 0.841 0.043 0.968 0.835], [0.403 0.511 0.763 0.954 0.15 0.306 0.643 0.803 0.315 0.335 0.401 0.841 0.043 0.968 0.835], [0.15 0.403 0.511 0.763 0.954 0.306 0.643 0.803 0.315 0.335 0.401 0.841 0.043 0.968 0.835], [0.15 0.306 0.403 0.511 0.763 0.954 0.643 0.803 0.315 0.335 0.401 0.841 0.043 0.968 0.835], [0.15 0.306 0.403 0.511 0.643 0.763 0.954 0.803 0.315 0.335 0.401 0.841 0.043 0.968 0.835], [0.15 0.306 0.403 0.511 0.643 0.763 0.803 0.954 0.315 0.335 0.401 0.841 0.043 0.968 0.835], [0.15 0.306 0.315 0.403 0.511 0.643 0.763 0.803 0.954 0.335 0.401 0.841 0.043 0.968 0.835], [0.15 0.306 0.315 0.335 0.403 0.511 0.643 0.763 0.803 0.954 0.401 0.841 0.043 0.968 0.835], [0.15 0.306 0.315 0.335 0.401 0.403 0.511 0.643 0.763 0.803 0.954 0.841 0.043 0.968 0.835], [0.15 0.306 0.315 0.335 0.401 0.403 0.511 0.643 0.763 0.803 0.841 0.954 0.043 0.968 0.835], [0.043 0.15 0.306 0.315 0.335 0.401 0.403 0.511 0.643 0.763 0.803 0.841 0.954 0.968 0.835], [0.043 0.15 0.306 0.315 0.335 0.401 0.403 0.511 0.643 0.763 0.803 0.841 0.954 0.968 0.835] | [0.043 0.15 0.306 0.315 0.335 0.401 0.403 0.511 0.643 0.763 0.803 0.835 0.841 0.954 0.968]
insertion_sort
activity_selector: s: [0.099 0.031 0.571 0.185 0.104 0.123 0.035 0.118 0.622 0.236 0.549 0.66], f: [0.168 0.748 0.841 0.547 0.18 0.803 0.503 0.969 0.757 0.487 0.63 0.702], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0] trace | selected:
[1 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 1 0 0], [1 0 0 0 0 0 0 0 0 1 0 0], [1 0 0 0 0 0 0 0 0 1 0 0], [1 0 0 0 0 0 0 0 0 1 1 0], [1 0 0 0 0 0 0 0 0 1 1 1], [1 0 0 0 0 0 0 0 0 1 1 1], [1 0 0 0 0 0 0 0 0 1 1 1], [1 0 0 0 0 0 0 0 0 1 1 1], [1 0 0 0 0 0 0 0 0 1 1 1] | [1 0 0 0 0 0 0 0 0 1 1 1]
activity_selector