Datasets:

question
stringlengths
65
3.42k
answer
stringlengths
3
5.8k
algo_name
stringclasses
30 values
kmp_matcher: string: [0 0 0 0 0 0 0 0 1 1], key: [0 2 3 1 1 2 3 3 3 1], initial_trace: 0 trace | s:
0, 0, 0, 1 | 2
kmp_matcher
dfs: A: [[0 1 0 1 0 0 0 0 0 0 1 1 0 0 0 1 0 1 1 0 0 0 1], [1 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 1], [0 1 1 1 1 0 1 1 0 0 1 1 1 0 0 1 1 0 1 0 0 0 1], [1 0 0 1 1 1 0 0 0 0 0 0 1 1 1 0 1 0 1 0 1 0 1], [0 1 1 0 1 0 1 1 0 0 1 1 1 0 1 0 1 1 1 1 0 1 0], [1 1 1 0 1 1 0 0 0 1 1 0 1 0 0 0 0 1 1 1 0 1 0], [0 1 1 1 0 0 0 1 0 1 0 1 1 1 1 0 1 0 1 1 0 1 0], [1 1 1 0 0 0 0 1 1 0 1 0 0 1 1 0 0 1 1 1 0 0 0], [0 1 0 1 1 1 0 1 0 1 1 1 1 1 1 1 0 1 1 1 0 0 1], [0 0 0 1 1 0 1 1 0 1 0 1 0 1 1 1 0 1 1 0 1 1 0], [0 0 1 1 1 0 0 0 1 1 1 0 0 1 1 1 1 1 1 0 0 1 0], [0 0 0 1 1 1 1 0 0 1 1 1 1 0 1 1 0 1 0 0 0 0 1], [1 1 1 0 1 1 1 1 0 1 0 0 0 0 0 0 1 1 0 0 1 0 1], [0 0 1 0 1 0 1 1 1 1 1 0 1 1 0 0 0 1 0 0 0 1 0], [0 1 1 0 0 0 1 1 0 1 1 0 1 0 0 1 0 0 1 1 1 0 0], [1 1 1 0 1 0 0 1 1 1 0 1 1 1 0 0 1 1 0 1 0 1 1], [0 1 0 0 0 0 1 1 0 1 1 1 1 0 0 1 1 0 1 1 0 0 1], [0 1 0 0 1 0 1 1 1 0 0 1 1 0 1 1 0 1 1 1 0 1 0], [0 0 0 0 0 1 0 0 0 1 1 1 0 1 0 1 0 0 0 0 1 0 0], [1 1 0 1 1 0 1 1 0 0 1 0 1 1 0 1 1 1 0 1 0 1 0], [1 1 1 0 0 1 0 0 1 1 1 1 1 0 0 0 1 1 0 1 0 1 0], [1 0 1 0 1 0 0 0 1 0 0 0 0 1 0 0 1 1 0 0 1 1 0], [1 1 0 0 0 1 0 1 1 0 1 1 1 1 0 0 0 0 1 0 0 1 1]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22] trace | pi:
[0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 0 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 0 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 0 2 1 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 0 2 1 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 0 2 1 3 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 0 2 1 3 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 0 4 1 3 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 0 4 1 3 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 0 4 1 3 5 2 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 0 4 1 3 5 2 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 0 4 1 3 5 2 6 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 0 4 1 3 5 2 6 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 0 4 1 3 5 2 6 7 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 0 4 1 3 5 2 6 7 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 0 4 1 3 8 2 6 7 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 0 4 1 3 8 2 6 7 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 0 4 1 3 8 2 6 7 5 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 0 4 1 3 8 2 6 7 5 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 0 4 1 3 8 2 6 7 5 10 9 12 13 14 15 16 17 18 19 20 21 22], [0 0 4 1 3 8 2 6 7 5 10 9 12 13 14 15 16 17 18 19 20 21 22], [0 0 4 1 3 8 2 6 7 5 11 9 12 13 14 15 16 17 18 19 20 21 22], [0 0 4 1 3 8 2 6 7 5 11 9 12 13 14 15 16 17 18 19 20 21 22], [0 0 4 1 3 8 2 6 7 5 11 9 12 10 14 15 16 17 18 19 20 21 22], [0 0 4 1 3 8 2 6 7 5 11 9 12 10 14 15 16 17 18 19 20 21 22], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 14 15 16 17 18 19 20 21 22], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 14 15 16 17 18 19 20 21 22], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 14 15 12 17 18 19 20 21 22], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 14 15 12 17 18 19 20 21 22], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 14 16 12 17 18 19 20 21 22], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 14 16 12 17 18 19 20 21 22], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 14 16 12 15 18 19 20 21 22], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 14 16 12 15 18 19 20 21 22], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 17 16 12 15 18 19 20 21 22], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 17 16 12 15 18 19 20 21 22], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 17 16 12 15 14 19 20 21 22], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 17 16 12 15 14 19 20 21 22], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 17 16 12 15 14 19 18 21 22], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 17 16 12 15 14 19 18 21 22], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 17 16 12 15 14 20 18 21 22], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 17 16 12 15 14 20 18 21 22], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 17 16 12 15 14 20 18 19 22], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 17 16 12 15 14 20 18 19 22], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 17 16 12 15 14 20 18 19 22], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 17 16 12 15 14 20 18 19 22], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 17 16 12 15 14 20 18 19 22], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 17 16 12 15 14 20 18 19 22], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 17 16 12 15 14 20 18 19 22], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 17 16 12 15 14 20 18 19 22], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 17 16 12 15 14 20 18 19 15], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 17 16 12 15 14 20 18 19 15], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 17 16 12 15 14 20 18 19 15], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 17 16 12 15 14 20 18 19 15], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 17 16 12 15 14 20 18 19 15], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 17 16 12 15 14 20 18 19 15], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 17 16 12 15 14 20 18 19 15], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 17 16 12 15 14 20 18 19 15], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 17 16 12 15 14 20 18 19 15], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 17 16 12 15 14 20 18 19 15], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 17 16 12 15 14 20 18 19 15], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 17 16 12 15 14 20 18 19 15], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 17 16 12 15 14 20 18 19 15], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 17 16 12 15 14 20 18 19 15], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 17 16 12 15 14 20 18 19 15], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 17 16 12 15 14 20 18 19 15], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 17 16 12 15 14 20 18 19 15], [0 0 4 1 3 8 2 6 7 5 11 9 13 10 17 16 12 15 14 20 18 19 15] | [0 0 4 1 3 8 2 6 7 5 11 9 13 10 17 16 12 15 14 20 18 19 15]
dfs
bellman_ford: s: 0, A: [[0.553 0 0 0], [0 0.11 0 0], [0 0 0.054 0], [0 0 0 0.366]], initial_trace: [0 1 2 3] trace | pi:
| [0 1 2 3]
bellman_ford
bubble_sort: key: [0.719 0.43 0.186 0.287 0.39], initial_trace: [0.719 0.43 0.186 0.287 0.39] trace | pred:
[0.719 0.43 0.186 0.287 0.39], [0.719 0.43 0.186 0.287 0.39], [0.719 0.186 0.43 0.287 0.39], [0.186 0.719 0.43 0.287 0.39], [0.186 0.719 0.43 0.287 0.39], [0.186 0.719 0.287 0.43 0.39], [0.186 0.287 0.719 0.43 0.39], [0.186 0.287 0.719 0.39 0.43], [0.186 0.287 0.39 0.719 0.43] | [0.186 0.287 0.39 0.43 0.719]
bubble_sort
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 3 2 1 3 0 2 2 3 2 3 3 2 1 3 0 3 0 1 1 3 0 3], initial_trace: 0 trace | s:
0, 0, 0, 0, 0, 0, 0, 1, 2, 3, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12 | 13
kmp_matcher
graham_scan: x: [-0.458 1.9 -0.635 0.477 -1.18], y: [1.65 0.323 -0.251 0.858 -0.664], initial_trace: [0 0 0 0 0] trace | in_hull:
[0 0 0 0 1], [0 0 0 0 1], [0 1 0 0 1], [0 1 1 0 1], [0 1 0 0 1], [0 1 0 1 1], [0 1 0 0 1] | [1 1 0 0 1]
graham_scan
dag_shortest_paths: s: 4, A: [[0 0 0.795 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0.756 0 0 0 0 0.789 0 0 0.733 0], [0.433 0.753 0 0 0.547 0 0 0 0 0.858 0.177], [0.968 0 0 0 0 0 0 0.481 0 0 0], [0.936 0 0.943 0 0 0 0.775 0 0 0.932 0], [0 0.199 0 0 0 0 0 0 0 0 0], [0 0.281 0 0 0 0 0.741 0 0 0 0], [0.814 0 0 0.525 0.198 0.0974 0 0.501 0 0.0823 0], [0 0 0 0 0 0 0 0 0 0 0], [0.674 0.45 0.984 0 0 0 0.787 0.957 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10] trace | pi:
[0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [4 1 2 3 4 5 6 4 8 9 10], [4 7 2 3 4 5 7 4 8 9 10], [4 7 0 3 4 5 7 4 8 9 10], [4 7 0 3 4 5 7 4 8 2 10], [4 7 0 3 4 5 7 4 8 2 10] | [4 7 0 3 4 5 7 4 8 2 10]
dag_shortest_paths
insertion_sort: key: [0.956 0.499 0.11 0.384 0.389], initial_trace: [0.956 0.499 0.11 0.384 0.389] trace | pred:
[0.499 0.956 0.11 0.384 0.389], [0.11 0.499 0.956 0.384 0.389], [0.11 0.384 0.499 0.956 0.389] | [0.11 0.384 0.389 0.499 0.956]
insertion_sort
graham_scan: x: [-1.71 -1.36 -0.039 0.838 0.918 0.229 1.71 -0.234 1.09 -1.6], y: [-0.699 -1 -1.46 1.12 1.76 0.102 -0.631 1.47 -0.896 0.54], initial_trace: [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 1 0 0 0 0 0 0 0], [0 0 1 0 0 0 1 0 0 0], [0 0 1 0 0 0 1 0 1 0], [0 0 1 0 0 0 1 0 0 0], [0 0 1 1 0 0 1 0 0 0], [0 0 1 0 0 0 1 0 0 0], [0 0 1 0 1 0 1 0 0 0], [0 0 1 0 1 1 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 1], [1 0 1 0 1 0 1 1 0 1] | [1 1 1 0 1 0 1 1 0 1]
graham_scan
jarvis_march: x: [0.967 -1.18 0.935 -1.75 0.915], y: [1.02 0.666 -1.13 0.035 1.47], initial_trace: [0 0 0 0 0] trace | in_hull:
[0 0 1 0 0], [0 0 1 0 0], [0 0 1 0 0], [0 0 1 0 0], [0 0 1 0 0], [0 0 1 0 0], [1 0 1 0 0], [1 0 1 0 0], [1 0 1 0 0], [1 0 1 0 0], [1 0 1 0 0], [1 0 1 0 0], [1 0 1 0 1], [1 0 1 0 1], [1 0 1 0 1], [1 0 1 0 1], [1 0 1 0 1], [1 0 1 0 1], [1 1 1 0 1], [1 1 1 0 1], [1 1 1 0 1], [1 1 1 0 1], [1 1 1 0 1], [1 1 1 0 1], [1 1 1 1 1], [1 1 1 1 1], [1 1 1 1 1], [1 1 1 1 1], [1 1 1 1 1] | [1 1 1 1 1]
jarvis_march
dag_shortest_paths: s: 9, A: [[0 0 0 0 0.529 0.811 0 0.505 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0.0412 0 0 0.217 0 0.365 0 0.731 0.692 0.337 0], [0 0.798 0 0 0.815 0 0 0.858 0 0.903 0], [0 0 0 0 0 0 0 0 0 0.807 0], [0 0 0 0.288 0 0 0 0 0.263 0 0], [0.633 0.967 0 0.353 0 0 0 0.647 0.205 0.329 0.839], [0 0.874 0 0 0 0 0 0 0 0 0], [0 0.841 0 0 0 0 0 0 0 0.318 0], [0 0 0 0 0 0 0 0 0 0 0], [0.173 0 0 0.523 0 0 0 0 0 0.361 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10] trace | pi:
[0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10] | [0 1 2 3 4 5 6 7 8 9 10]
dag_shortest_paths
optimal_bst: p: [0.037 0.111 0.171 0.173 0], q: [0.125 0.179 0.085 0.099 0.022], initial_trace: [[0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0]] trace | root:
[[0 0 0 0 0], [0 0 1 0 0], [0 0 0 2 0], [0 0 0 0 3], [0 0 0 0 0]], [[0 0 1 0 0], [0 0 1 1 0], [0 0 0 2 2], [0 0 0 0 3], [0 0 0 0 0]], [[0 0 1 1 0], [0 0 1 1 2], [0 0 0 2 2], [0 0 0 0 3], [0 0 0 0 0]] | [[0 0 1 1 2], [0 0 1 1 2], [0 0 0 2 2], [0 0 0 0 3], [0 0 0 0 0]]
optimal_bst
naive_string_matcher: string: [0 0 0 0 1], key: [0 0 3 0 3], initial_trace: 0 trace | s:
1 | 2
naive_string_matcher
bellman_ford: s: 1, A: [[0 0.131 0 0], [0.131 0.893 0.473 0], [0 0.473 0 0.521], [0 0 0.521 0]], initial_trace: [0 1 2 3] trace | pi:
[1 1 1 3] | [1 1 1 2]
bellman_ford
lcs_length: string: [0 0 1 1], key: [3 2 1 3], initial_trace: [[-1 -1 1 0], [-1 -1 1 0], [-1 -1 -1 -1], [-1 -1 -1 -1]] trace | b:
| [[-1 -1 1 0], [-1 -1 1 1], [-1 -1 -1 -1], [-1 -1 -1 -1]]
lcs_length
mst_kruskal: A: [[0 0 0 0 0 0.923 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0.923 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]], initial_trace: [[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]] trace | in_mst:
[[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]] | [[0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]]
mst_kruskal
graham_scan: x: [1.24 -1.04 1.2 0.773 0.538 1.7 -0.632 0.656 0.392 1.43], y: [-0.835 1.14 -0.837 -0.608 -0.086 0.535 -0.326 1.64 1.26 -1.39], initial_trace: [0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 1 0 0 0 1], [0 0 0 0 0 1 0 1 0 1], [1 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 1 1], [0 0 1 0 0 1 0 1 1 1], [0 0 0 0 0 1 0 1 1 1], [0 0 0 0 1 1 0 1 1 1], [0 0 0 1 1 1 0 1 1 1], [0 0 0 0 1 1 0 1 1 1], [0 0 0 0 0 1 0 1 1 1], [0 0 0 0 0 1 0 1 0 1], [0 1 0 0 0 1 0 1 0 1] | [0 1 0 0 0 1 1 1 0 1]
graham_scan
topological_sort: A: [[0 0 0 0], [0 0 0 0], [0 1 0 1], [0 0 0 0]], initial_trace: [0 1 2 3], 0 trace | topo, topo_head:
[0 1 2 3], 0, [0 1 2 3], 0, [0 1 2 3], 0, [0 1 2 3], 0, [0 0 2 3], 1, [0 0 2 3], 1, [0 0 2 3], 1, [0 0 2 3], 1, [0 0 2 1], 3 | [0 0 3 1], 2
topological_sort
task_scheduling: d: [4 1 3 1], w: [0.251 0.565 0.753 0.89], initial_trace: [0 0 0 0] trace | selected:
[0 0 0 1], [0 0 1 1], [0 0 1 1] | [1 0 1 1]
task_scheduling
quickselect: key: [0.411 0.21 0.004 0.996], initial_trace: 3 trace | pivot:
3, 3, 3, 2, 2, 2, 0 | 0
quickselect
minimum: key: [0.403 0.303 0.1 0.519 0.862 0.573 0.73 0.563 0.567 0.627 0.929 0.287 0.422 0.176 0.822], initial_trace: 0 trace | min:
1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2 | 2
minimum
topological_sort: A: [[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]], initial_trace: [0 1 2 3 4], 0 trace | topo, topo_head:
[0 1 2 3 4], 0, [0 1 2 3 4], 0, [0 1 2 3 4], 1, [0 1 2 3 4], 1, [0 1 1 3 4], 2, [0 1 1 3 4], 2, [0 1 1 2 4], 3, [3 1 1 2 4], 0, [3 1 1 2 4], 0, [3 1 1 2 4], 0 | [3 1 1 2 0], 4
topological_sort
graham_scan: x: [0.05 1.14 1.58 0.759 -1.14 0.086 0.749 -1.11 -1.43 1.63 -1.38 1.37 -0.745 -1.15 -0.471 -0.282 0.201 -0.213 0.037 0.427 1.94 0.16 1.9 0.966 0.393 0.375 -0.252 0.215], y: [-1.6 0.502 0.941 -0.236 -1.06 -0.691 1.24 1.53 -1.2 -0.825 -0.072 -0.873 -0.449 0.679 -0.28 1.26 0.379 1.74 -1.57 -1.49 -0.035 0.349 0.203 0.999 -0.102 0.512 0.246 -1.77], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 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 1 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 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 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 1 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1], [0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1], [0 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1], [0 1 1 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1], [0 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1], [0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1], [0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1 1 0 0 0 1], [0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1], [0 0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1], [0 0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1 0 1 0 0 1], [0 0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1], [0 0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 1 0 1], [0 0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1], [0 0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 1 0 0 0 1 0 1 0 0 0 0 1], [0 0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1], [0 0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 1], [0 0 1 0 0 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 1], [0 0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 1], [0 0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1], [0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 1], [0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 1 0 0 0 0 1], [0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 1 0 1 0 0 1 0 1 0 0 0 0 1], [0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 1 0 1 0 0 1 0 1 0 0 0 1 1], [0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 1 0 1 0 0 1 0 1 0 0 0 0 1], [0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 1 0 0 0 0 1], [0 0 1 0 0 0 0 1 0 1 0 0 0 0 0 0 0 1 0 0 1 0 1 0 0 0 0 1], [0 0 1 0 0 0 0 1 0 1 0 0 0 0 1 0 0 1 0 0 1 0 1 0 0 0 0 1], [0 0 1 0 0 0 0 1 0 1 0 0 0 0 0 0 0 1 0 0 1 0 1 0 0 0 0 1], [0 0 1 0 0 0 0 1 0 1 0 0 0 1 0 0 0 1 0 0 1 0 1 0 0 0 0 1], [0 0 1 0 0 0 0 1 0 1 0 0 1 1 0 0 0 1 0 0 1 0 1 0 0 0 0 1], [0 0 1 0 0 0 0 1 0 1 0 0 1 1 0 0 0 1 1 0 1 0 1 0 0 0 0 1], [0 0 1 0 0 0 0 1 0 1 0 0 1 1 0 0 0 1 0 0 1 0 1 0 0 0 0 1], [0 0 1 0 0 0 0 1 0 1 0 0 0 1 0 0 0 1 0 0 1 0 1 0 0 0 0 1], [0 0 1 0 0 0 0 1 0 1 0 0 0 0 0 0 0 1 0 0 1 0 1 0 0 0 0 1], [0 0 1 0 0 0 0 1 0 1 1 0 0 0 0 0 0 1 0 0 1 0 1 0 0 0 0 1], [1 0 1 0 0 0 0 1 0 1 1 0 0 0 0 0 0 1 0 0 1 0 1 0 0 0 0 1], [0 0 1 0 0 0 0 1 0 1 1 0 0 0 0 0 0 1 0 0 1 0 1 0 0 0 0 1], [0 0 1 0 1 0 0 1 0 1 1 0 0 0 0 0 0 1 0 0 1 0 1 0 0 0 0 1], [0 0 1 0 0 0 0 1 0 1 1 0 0 0 0 0 0 1 0 0 1 0 1 0 0 0 0 1] | [0 0 1 0 0 0 0 1 1 1 1 0 0 0 0 0 0 1 0 0 1 0 1 0 0 0 0 1]
graham_scan
mst_prim: s: 7, A: [[0.657 0.433 0 0.914 0 0 0 0 0 0], [0.433 0.555 0.427 0.318 0 0 0.102 0 0 0], [0 0.427 0.567 0 0 0 0 0.035 0 0.534], [0.914 0.318 0 0.737 0.436 0.631 0.462 0 0.505 0], [0 0 0 0.436 0 0 0 0 0 0], [0 0 0 0.631 0 0 0 0 0 0], [0 0.102 0 0.462 0 0 0.741 0.759 0 0], [0 0 0.035 0 0 0 0.759 0.527 0 0], [0 0 0 0.505 0 0 0 0 0 0], [0 0 0.534 0 0 0 0 0 0 0.865]], initial_trace: [0 1 2 3 4 5 6 7 8 9] trace | pi:
[0 1 7 3 4 5 7 7 8 9], [0 2 7 3 4 5 7 7 8 2], [1 2 7 1 4 5 1 7 8 2], [1 2 7 1 4 5 1 7 8 2], [1 2 7 1 3 3 1 7 3 2], [1 2 7 1 3 3 1 7 3 2], [1 2 7 1 3 3 1 7 3 2], [1 2 7 1 3 3 1 7 3 2], [1 2 7 1 3 3 1 7 3 2] | [1 2 7 1 3 3 1 7 3 2]
mst_prim
minimum: key: [0.025 0.088 0.913 0.495 0.16 0.358 0.005 0.705 0.959 0.591 0.372], initial_trace: 0 trace | min:
0, 0, 0, 0, 0, 6, 6, 6, 6 | 6
minimum
heapsort: key: [0.658 0.411 0.738 0.238 0.864 0.146 0.566 0.916 0.915 0.276], initial_trace: [0.658 0.411 0.738 0.238 0.864 0.146 0.566 0.916 0.915 0.276] trace | pred:
[0.658 0.411 0.738 0.238 0.864 0.146 0.566 0.916 0.915 0.276], [0.658 0.411 0.738 0.238 0.864 0.146 0.566 0.916 0.915 0.276], [0.658 0.411 0.738 0.238 0.864 0.146 0.566 0.916 0.915 0.276], [0.658 0.411 0.738 0.238 0.864 0.146 0.566 0.916 0.915 0.276], [0.658 0.411 0.738 0.238 0.864 0.146 0.566 0.916 0.915 0.276], [0.658 0.411 0.738 0.238 0.864 0.146 0.566 0.916 0.915 0.276], [0.658 0.411 0.738 0.916 0.864 0.146 0.566 0.238 0.915 0.276], [0.658 0.411 0.738 0.916 0.864 0.146 0.566 0.238 0.915 0.276], [0.658 0.411 0.738 0.916 0.864 0.146 0.566 0.238 0.915 0.276], [0.658 0.916 0.738 0.411 0.864 0.146 0.566 0.238 0.915 0.276], [0.658 0.916 0.738 0.915 0.864 0.146 0.566 0.238 0.411 0.276], [0.658 0.916 0.738 0.915 0.864 0.146 0.566 0.238 0.411 0.276], [0.916 0.658 0.738 0.915 0.864 0.146 0.566 0.238 0.411 0.276], [0.916 0.915 0.738 0.658 0.864 0.146 0.566 0.238 0.411 0.276], [0.916 0.915 0.738 0.658 0.864 0.146 0.566 0.238 0.411 0.276], [0.276 0.915 0.738 0.658 0.864 0.146 0.566 0.238 0.411 0.916], [0.915 0.276 0.738 0.658 0.864 0.146 0.566 0.238 0.411 0.916], [0.915 0.864 0.738 0.658 0.276 0.146 0.566 0.238 0.411 0.916], [0.915 0.864 0.738 0.658 0.276 0.146 0.566 0.238 0.411 0.916], [0.411 0.864 0.738 0.658 0.276 0.146 0.566 0.238 0.915 0.916], [0.864 0.411 0.738 0.658 0.276 0.146 0.566 0.238 0.915 0.916], [0.864 0.658 0.738 0.411 0.276 0.146 0.566 0.238 0.915 0.916], [0.864 0.658 0.738 0.411 0.276 0.146 0.566 0.238 0.915 0.916], [0.238 0.658 0.738 0.411 0.276 0.146 0.566 0.864 0.915 0.916], [0.738 0.658 0.238 0.411 0.276 0.146 0.566 0.864 0.915 0.916], [0.738 0.658 0.566 0.411 0.276 0.146 0.238 0.864 0.915 0.916], [0.738 0.658 0.566 0.411 0.276 0.146 0.238 0.864 0.915 0.916], [0.238 0.658 0.566 0.411 0.276 0.146 0.738 0.864 0.915 0.916], [0.658 0.238 0.566 0.411 0.276 0.146 0.738 0.864 0.915 0.916], [0.658 0.411 0.566 0.238 0.276 0.146 0.738 0.864 0.915 0.916], [0.658 0.411 0.566 0.238 0.276 0.146 0.738 0.864 0.915 0.916], [0.146 0.411 0.566 0.238 0.276 0.658 0.738 0.864 0.915 0.916], [0.566 0.411 0.146 0.238 0.276 0.658 0.738 0.864 0.915 0.916], [0.566 0.411 0.146 0.238 0.276 0.658 0.738 0.864 0.915 0.916], [0.276 0.411 0.146 0.238 0.566 0.658 0.738 0.864 0.915 0.916], [0.411 0.276 0.146 0.238 0.566 0.658 0.738 0.864 0.915 0.916], [0.411 0.276 0.146 0.238 0.566 0.658 0.738 0.864 0.915 0.916], [0.238 0.276 0.146 0.411 0.566 0.658 0.738 0.864 0.915 0.916], [0.276 0.238 0.146 0.411 0.566 0.658 0.738 0.864 0.915 0.916], [0.276 0.238 0.146 0.411 0.566 0.658 0.738 0.864 0.915 0.916], [0.146 0.238 0.276 0.411 0.566 0.658 0.738 0.864 0.915 0.916], [0.238 0.146 0.276 0.411 0.566 0.658 0.738 0.864 0.915 0.916], [0.238 0.146 0.276 0.411 0.566 0.658 0.738 0.864 0.915 0.916], [0.146 0.238 0.276 0.411 0.566 0.658 0.738 0.864 0.915 0.916] | [0.146 0.238 0.276 0.411 0.566 0.658 0.738 0.864 0.915 0.916]
heapsort
bfs: s: 11, A: [[0 0 0 1 0 0 0 0 1 0 0 0], [0 0 0 0 0 1 1 1 1 0 1 0], [0 0 0 0 1 0 0 0 0 0 0 0], [1 0 0 1 0 1 1 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 1 1 0], [0 1 0 1 0 1 0 0 0 0 1 0], [0 1 0 1 0 0 0 1 0 0 0 0], [0 1 0 0 0 0 1 0 1 0 0 0], [1 1 0 0 0 0 0 1 0 0 0 1], [0 0 0 0 1 0 0 0 0 1 0 0], [0 1 0 0 1 1 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 1 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11] trace | pi:
[0 1 2 3 4 5 6 7 11 9 10 11], [8 8 2 3 4 5 6 8 11 9 10 11], [8 8 2 0 4 1 1 8 11 9 1 11], [8 8 2 0 10 1 1 8 11 9 1 11] | [8 8 4 0 10 1 1 8 11 4 1 11]
bfs
graham_scan: x: [0.69 -1.42 -0.475 -1.17 0.988 -0.516 -1.36 -0.658 0.059 0.265 1.93 -1.35 0.589 1.12 -0.886 1.06 0.213 -1.07 -1.48 1.3 -1.54 0.121 0.105 -1.38 0.545 -0.655 1.15 1.22 -0.234 0.35 0.479], y: [-0.3 -0.853 0.474 0.356 -0.768 1.53 -0.586 1.09 1.13 0.284 -0.391 -0.002 -1.79 1.08 -0.602 1.31 -0.085 0.813 0.127 -0.108 -0.185 0.055 0.901 -0.542 0.312 0.983 -1.39 1.38 -1.54 1.78 0.793], 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 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 1 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 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 1 1 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0], [1 0 0 0 0 0 0 0 0 0 1 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 1 0 0 0 0 0 0 0 0 1 0 1 1 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0 0 1], [0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 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 1 1 0 1 0], [0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 0], [0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 1 0], [0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 0], [0 0 0 0 0 0 0 0 1 0 1 0 1 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 1 0 1 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 1 0], [0 0 0 0 0 0 0 0 1 0 1 0 1 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 1 0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 1 1 0 1 0], [0 0 0 0 0 0 0 0 1 0 1 0 1 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 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 0], [0 0 0 0 0 1 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 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 0 0 1 1 0 1 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 0 1 1 1 0 1 0], [0 0 1 0 0 1 0 1 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0 1 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 0 1 1 1 0 1 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 0 0 1 1 0 1 0], [0 0 0 0 0 1 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 0], [0 0 0 0 0 1 0 0 0 0 1 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 1 1 0 1 0], [0 0 0 1 0 1 0 0 0 0 1 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 1 1 0 1 0], [0 0 0 0 0 1 0 0 0 0 1 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 1 1 0 1 0], [0 0 0 0 0 1 0 0 0 0 1 0 1 0 0 0 0 1 1 0 0 0 0 0 0 0 1 1 0 1 0], [0 0 0 0 0 1 0 0 0 0 1 1 1 0 0 0 0 1 1 0 0 0 0 0 0 0 1 1 0 1 0], [0 0 0 0 0 1 0 0 0 0 1 0 1 0 0 0 0 1 1 0 0 0 0 0 0 0 1 1 0 1 0], [0 0 0 0 0 1 0 0 0 0 1 0 1 0 1 0 0 1 1 0 0 0 0 0 0 0 1 1 0 1 0], [0 0 0 0 0 1 0 0 0 0 1 0 1 0 0 0 0 1 1 0 0 0 0 0 0 0 1 1 0 1 0], [0 0 0 0 0 1 0 0 0 0 1 0 1 0 0 0 0 1 1 0 1 0 0 0 0 0 1 1 0 1 0], [0 0 0 0 0 1 0 0 0 0 1 0 1 0 0 0 0 1 1 0 1 0 0 1 0 0 1 1 0 1 0], [0 0 0 0 0 1 0 0 0 0 1 0 1 0 0 0 0 1 1 0 1 0 0 0 0 0 1 1 0 1 0], [0 0 0 0 0 1 1 0 0 0 1 0 1 0 0 0 0 1 1 0 1 0 0 0 0 0 1 1 0 1 0], [0 0 0 0 0 1 0 0 0 0 1 0 1 0 0 0 0 1 1 0 1 0 0 0 0 0 1 1 0 1 0], [0 1 0 0 0 1 0 0 0 0 1 0 1 0 0 0 0 1 1 0 1 0 0 0 0 0 1 1 0 1 0] | [0 1 0 0 0 1 0 0 0 0 1 0 1 0 0 0 0 1 1 0 1 0 0 0 0 0 1 1 1 1 0]
graham_scan
lcs_length: string: [0 0 0 0 0 1 1 1 1 1], key: [3 2 3 2 3 1 0 3 0 1], initial_trace: [[-1 -1 -1 -1 -1 1 1 0 2 2], [-1 -1 -1 -1 -1 1 0 0 0 0], [-1 -1 -1 -1 -1 1 0 0 0 0], [-1 -1 -1 -1 -1 1 0 0 0 0], [-1 -1 -1 -1 -1 1 0 0 0 0], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1]] trace | b:
[[-1 -1 -1 -1 -1 1 1 0 2 2], [-1 -1 -1 -1 -1 1 1 1 1 1], [-1 -1 -1 -1 -1 1 1 0 1 1], [-1 -1 -1 -1 -1 1 1 1 1 1], [-1 -1 -1 -1 -1 1 1 0 1 1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1]], [[-1 -1 -1 -1 -1 1 1 0 2 2], [-1 -1 -1 -1 -1 1 1 1 1 1], [-1 -1 -1 -1 -1 1 1 0 1 1], [-1 -1 -1 -1 -1 1 1 1 1 1], [-1 -1 -1 -1 -1 1 1 0 2 1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1]] | [[-1 -1 -1 -1 -1 1 1 0 2 2], [-1 -1 -1 -1 -1 1 1 1 1 1], [-1 -1 -1 -1 -1 1 1 0 1 1], [-1 -1 -1 -1 -1 1 1 1 1 1], [-1 -1 -1 -1 -1 1 1 0 1 1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1], [-1 -1 -1 -1 -1 -1 -1 -1 -1 -1]]
lcs_length
graham_scan: x: [-0.487 0.039 1.79 -0.099 -0.106 -0.777 -0.094 -1.35 1.52 -1.02 -0.13], y: [-1.4 1.91 -0.797 0.332 1.4 -1.73 -0.203 0.059 1.25 -1.53 -1.27], initial_trace: [0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0 0], [0 0 1 0 0 1 0 0 0 0 0], [0 0 1 0 0 1 0 0 0 0 1], [1 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 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 0 0 1 0 0], [0 0 1 1 0 1 0 0 1 0 0], [0 0 1 0 0 1 0 0 1 0 0], [0 1 1 0 0 1 0 0 1 0 0], [0 1 1 0 1 1 0 0 1 0 0], [0 1 1 0 0 1 0 0 1 0 0], [0 1 1 0 0 1 0 1 1 0 0] | [0 1 1 0 0 1 0 1 1 1 0]
graham_scan
binary_search: key: [0.031 0.036 0.064 0.073 0.112 0.118 0.198 0.209 0.217 0.224 0.275 0.307 0.406 0.518 0.528 0.541 0.571 0.61 0.618 0.702 0.735 0.742 0.744 0.763 0.791 0.878 0.887 0.942], target: 0.616, initial_trace: (0, 27) trace | (low, high):
(14, 27), (14, 20), (18, 20), (18, 19) | (18, 18)
binary_search
naive_string_matcher: string: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1], key: [2 1 0 1 0 2 3 3 1 0 0 2 3 3 0 1 2 2 1 2 3 3 1], initial_trace: 0 trace | s:
0, 1, 2, 3, 4, 5, 5, 5 | 5
naive_string_matcher
mst_kruskal: A: [[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]] trace | in_mst:
| [[0 0 0 0], [0 0 0 0], [0 0 0 0], [0 0 0 0]]
mst_kruskal
articulation_points: A: [[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 1 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 1 0 0 0 0 0 0 0 0 0 0 0 1 1], [0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 0 0 0 0 0 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 0 1 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 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [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 1 0], [0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0], [0 0 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 0 0 0 0 0 0 0 1 1 0], [0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0], [0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0], [0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0], [0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0], [0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0], [0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0], [0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0], [0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0], [0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0], [0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0], [0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0], [0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0], [0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0], [0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0], [0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0], [0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0], [0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0], [0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0], [0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0], [0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0], [0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0], [0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0], [0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0], [0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0], [0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0] | [0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1 1 0]
articulation_points
bfs: s: 0, A: [[1 0 1 0 0], [0 1 0 0 1], [1 0 0 0 0], [0 0 0 1 0], [0 1 0 0 1]], initial_trace: [0 1 2 3 4] trace | pi:
| [0 1 0 3 4]
bfs
graham_scan: x: [0.059 1.3 0.675 1.27 -1.29 1.37 0.097 0.714 0.864 0.573 0.664 -0.195 0.365 -0.063 -0.928], y: [0.036 0.447 1.8 0.783 -1.34 -0.615 -1.07 -0.248 -0.827 1.32 -0.612 -1.95 1.33 0.639 -0.479], 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 0 1 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 1 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 1 0 0 1 0 0 1 0 0 0], [0 0 0 0 0 1 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 1 0 0 0 0 1 1 0 0 0], [0 0 0 0 0 1 0 0 0 0 0 1 0 0 0], [0 1 0 0 0 1 0 0 0 0 0 1 0 0 0], [0 1 0 1 0 1 0 0 0 0 0 1 0 0 0], [0 1 0 1 0 1 0 1 0 0 0 1 0 0 0], [0 1 0 1 0 1 0 0 0 0 0 1 0 0 0], [0 1 0 1 0 1 1 0 0 0 0 1 0 0 0], [0 1 0 1 0 1 0 0 0 0 0 1 0 0 0], [0 1 0 1 0 1 0 0 0 1 0 1 0 0 0], [0 1 0 1 0 1 0 0 0 0 0 1 0 0 0], [0 1 1 1 0 1 0 0 0 0 0 1 0 0 0], [0 1 1 1 0 1 0 0 0 0 0 1 1 0 0], [1 1 1 1 0 1 0 0 0 0 0 1 1 0 0], [0 1 1 1 0 1 0 0 0 0 0 1 1 0 0], [0 1 1 1 0 1 0 0 0 0 0 1 1 1 0], [0 1 1 1 0 1 0 0 0 0 0 1 1 0 0], [0 1 1 1 0 1 0 0 0 0 0 1 0 0 0], [0 1 1 1 0 1 0 0 0 0 0 1 0 0 1] | [0 1 1 1 1 1 0 0 0 0 0 1 0 0 1]
graham_scan
activity_selector: s: [0.201 0.034 0.266 0.062 0.163 0.053 0.832 0.248 0.329 0.704], f: [0.74 0.253 0.784 0.223 0.613 0.721 0.876 0.656 0.741 0.991], initial_trace: [0 0 0 0 0 0 0 0 0 0] trace | selected:
[0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 1 0 0], [0 0 0 1 0 0 0 1 0 0], [0 0 0 1 0 0 0 1 0 0], [0 0 0 1 0 0 0 1 0 0], [0 0 0 1 0 0 0 1 0 0], [0 0 0 1 0 0 1 1 0 0] | [0 0 0 1 0 0 1 1 0 0]
activity_selector
find_maximum_subarray_kadane: key: [0.985 0.034 0.16 -0.882 -0.557 0.871 0.465 -0.848 0.338 -0.948 0.625 -0.806 -0.275 0.603 -0.438 -0.833 -0.572 0.523 0.506 0.934 -0.983 0.182 -0.528 0.395 0.191 -0.882 0.886 -0.617], initial_trace: (0, 0) trace | (best_low, best_high):
(0, 1), (0, 2), (0, 2), (0, 2), (0, 2), (5, 6), (5, 6), (5, 6), (5, 6), (5, 6), (5, 6), (5, 6), (5, 6), (5, 6), (5, 6), (5, 6), (5, 6), (5, 6), (17, 19), (17, 19), (17, 19), (17, 19), (17, 19), (17, 19), (17, 19), (17, 19) | (17, 19)
find_maximum_subarray_kadane
graham_scan: x: [-1.83 -0.043 0.557 -0.928 -1.82 -0.638 -0.851 -0.568 -0.07 0.39 1.18 -0.602 -1.72 -0.916 -1.51 0.36 -0.436 -0.628 -1.9], y: [0.105 1.09 -1.35 -0.298 -0.622 -1.86 0.7 -1.77 -1.32 -1.01 0.368 1.62 -0.988 -1.58 -1.05 -1.04 0.768 -0.759 -0.399], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0], [0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 1 0 0 1 1 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 1 0 0 1 0 1 0 0 1 0 0 0 0 0 0 0 0], [0 0 1 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 1 1 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 1 1 0 0 1 0 0 0 0 1 0 0 0 0 0 1 0 0], [0 1 1 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 1 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 0 1 0 0 1 0 0 0 0 1 1 0 0 0 0 0 0 0], [0 0 1 0 0 1 0 0 0 0 1 1 0 0 0 0 0 1 0], [0 0 1 0 0 1 0 0 0 0 1 1 0 0 0 0 0 0 0], [0 0 1 0 0 1 1 0 0 0 1 1 0 0 0 0 0 0 0], [0 0 1 1 0 1 1 0 0 0 1 1 0 0 0 0 0 0 0], [0 0 1 0 0 1 1 0 0 0 1 1 0 0 0 0 0 0 0], [0 0 1 0 0 1 0 0 0 0 1 1 0 0 0 0 0 0 0], [1 0 1 0 0 1 0 0 0 0 1 1 0 0 0 0 0 0 0], [1 0 1 0 0 1 0 0 0 0 1 1 0 0 0 0 0 0 1], [1 0 1 0 1 1 0 0 0 0 1 1 0 0 0 0 0 0 1], [1 0 1 0 1 1 0 0 0 0 1 1 0 1 0 0 0 0 1], [1 0 1 0 1 1 0 0 0 0 1 1 0 0 0 0 0 0 1], [1 0 1 0 1 1 0 0 0 0 1 1 0 0 1 0 0 0 1], [1 0 1 0 1 1 0 0 0 0 1 1 0 0 0 0 0 0 1], [1 0 1 0 0 1 0 0 0 0 1 1 0 0 0 0 0 0 1] | [1 0 1 0 0 1 0 0 0 0 1 1 1 0 0 0 0 0 1]
graham_scan
lcs_length: string: [0 0 0 1 1], key: [0 3 2 3 3], initial_trace: [[-1 -1 -1 1 1], [-1 -1 -1 0 0], [-1 -1 -1 1 0], [-1 -1 -1 -1 -1], [-1 -1 -1 -1 -1]] trace | b:
| [[-1 -1 -1 1 1], [-1 -1 -1 0 0], [-1 -1 -1 1 1], [-1 -1 -1 -1 -1], [-1 -1 -1 -1 -1]]
lcs_length
bellman_ford: s: 5, A: [[0 0 0 0 0.21 0.658 0 0 0 0.335 0 0 0.653 0 0 0.211 0.495 0 0], [0 0.879 0.075 0 0 0 0.711 0.733 0 0 0.33 0.142 0 0 0.056 0.824 0 0 0], [0 0.075 0.126 0.856 0.34 0 0.261 0 0 0 0.755 0 0.801 0.347 0 0 0 0 0.269], [0 0 0.856 0.113 0 0 0 0 0 0 0 0.142 0 0 0 0 0.751 0 0.396], [0.21 0 0.34 0 0.082 0 0.226 0 0 0.552 0 0 0 0 0 0 0 0 0.123], [0.658 0 0 0 0 0 0 0 0.847 0 0.371 0.324 0 0.132 0 0 0.658 0 0], [0 0.711 0.261 0 0.226 0 0 0 0 0 0 0.208 0.211 0.235 0 0 0 0 0], [0 0.733 0 0 0 0 0 0.053 0 0 0 0 0.768 0 0.666 0 0 0.414 0.459], [0 0 0 0 0 0.847 0 0 0.514 0 0 0 0 0 0 0 0 0 0], [0.335 0 0 0 0.552 0 0 0 0 0 0 0 0.454 0 0 0 0 0.833 0], [0 0.33 0.755 0 0 0.371 0 0 0 0 0.197 0.251 0.609 0 0 0.129 0 0.359 0.298], [0 0.142 0 0.142 0 0.324 0.208 0 0 0 0.251 0.911 0 0 0 0.33 0 0 0], [0.653 0 0.801 0 0 0 0.211 0.768 0 0.454 0.609 0 0.159 0 0 0 0.861 0.52 0], [0 0 0.347 0 0 0.132 0.235 0 0 0 0 0 0 0 0.655 0.433 0 0.553 0], [0 0.056 0 0 0 0 0 0.666 0 0 0 0 0 0.655 0.561 0 0 0 0.239], [0.211 0.824 0 0 0 0 0 0 0 0 0.129 0.33 0 0.433 0 0 0 0 0.143], [0.495 0 0 0.751 0 0.658 0 0 0 0 0 0 0.861 0 0 0 0.727 0 0], [0 0 0 0 0 0 0 0.414 0 0.833 0.359 0 0.52 0.553 0 0 0 0.46 0.114], [0 0 0.269 0.396 0.123 0 0 0.459 0 0 0.298 0 0 0 0.239 0.143 0 0.114 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18] trace | pi:
[5 1 2 3 4 5 6 7 5 9 5 5 12 5 14 15 5 17 18], [5 11 13 11 0 5 13 7 5 0 5 5 10 5 13 10 5 13 10] | [5 11 13 11 6 5 13 17 5 0 5 5 6 5 1 10 5 13 15]
bellman_ford
matrix_chain_order: p: [0.985 0.446 0.648 0.992], initial_trace: [[0 0 0 0], [0 0 0 0], [0 0 0 0], [0 0 0 0]] trace | s:
[[0 0 0 0], [0 0 1 0], [0 0 0 2], [0 0 0 0]] | [[0 0 0 0], [0 0 1 1], [0 0 0 2], [0 0 0 0]]
matrix_chain_order
dijkstra: s: 14, A: [[0.283 0 0 0 0 0.131 0 0 0.787 0 0 0 0 0.198 0.541], [0 0 0 0.196 0 0 0.588 0.401 0 0 0 0.087 0 0 0.322], [0 0 0 0 0.482 0 0 0 0 0 0 0.108 0 0 0.224], [0 0.196 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0.482 0 0 0 0 0 0 0 0 0 0 0 0.111], [0.131 0 0 0 0 0.097 0 0.432 0 0.582 0 0 0 0 0], [0 0.588 0 0 0 0 0 0 0 0 0.386 0 0 0 0], [0 0.401 0 0 0 0.432 0 0.527 0 0 0.359 0 0 0 0.304], [0.787 0 0 0 0 0 0 0 0.685 0 0 0 0.199 0.571 0], [0 0 0 0 0 0.582 0 0 0 0 0 0.717 0.51 0.728 0], [0 0 0 0 0 0 0.386 0.359 0 0 0 0 0.182 0.19 0.409], [0 0.087 0.108 0 0 0 0 0 0 0.717 0 0.557 0 0 0], [0 0 0 0 0 0 0 0 0.199 0.51 0.182 0 0 0 0.289], [0.198 0 0 0 0 0 0 0 0.571 0.728 0.19 0 0 0.095 0.188], [0.541 0.322 0.224 0 0.111 0 0 0.304 0 0 0.409 0 0.289 0.188 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14] trace | pi:
[14 14 14 3 14 5 6 14 8 9 14 11 14 14 14], [14 14 14 3 14 5 6 14 8 9 14 11 14 14 14], [13 14 14 3 14 5 6 14 13 13 13 11 14 14 14], [13 14 14 3 14 5 6 14 13 13 13 2 14 14 14], [13 14 14 3 14 5 6 14 12 12 13 2 14 14 14], [13 14 14 3 14 7 6 14 12 12 13 2 14 14 14], [13 14 14 1 14 7 1 14 12 12 13 2 14 14 14], [13 14 14 1 14 7 1 14 12 12 13 2 14 14 14], [13 14 14 1 14 7 10 14 12 12 13 2 14 14 14], [13 14 14 1 14 0 10 14 12 12 13 2 14 14 14], [13 14 14 1 14 0 10 14 12 12 13 2 14 14 14], [13 14 14 1 14 0 10 14 12 12 13 2 14 14 14], [13 14 14 1 14 0 10 14 12 12 13 2 14 14 14], [13 14 14 1 14 0 10 14 12 12 13 2 14 14 14] | [13 14 14 1 14 0 10 14 12 12 13 2 14 14 14]
dijkstra
topological_sort: A: [[0 0 0 0 0 0 0 0 1 1 1 0], [1 0 1 1 0 0 1 0 0 1 0 0], [0 0 0 0 1 1 0 0 1 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 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 0 0 1 1 1 0], [1 0 0 1 0 1 1 0 1 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 1 0 0 0], [1 0 1 1 0 1 1 0 1 1 1 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11], 0 trace | topo, topo_head:
[0 1 2 3 4 5 6 7 8 9 10 11], 0, [0 1 2 3 4 5 6 7 8 9 10 11], 0, [0 1 2 3 4 5 6 7 8 9 10 11], 8, [0 1 2 3 4 5 6 7 8 9 10 11], 8, [0 1 2 3 4 5 6 7 8 8 10 11], 9, [0 1 2 3 4 5 6 7 8 8 10 11], 9, [0 1 2 3 4 5 6 7 8 8 10 11], 9, [0 1 2 3 9 5 6 7 8 8 10 11], 4, [0 1 2 3 9 5 6 7 8 8 4 11], 10, [10 1 2 3 9 5 6 7 8 8 4 11], 0, [10 1 2 3 9 5 6 7 8 8 4 11], 0, [10 1 2 3 9 5 6 7 8 8 4 11], 0, [10 1 2 3 9 5 6 7 8 8 4 11], 0, [10 1 2 3 9 5 6 7 8 8 4 11], 0, [10 1 2 3 9 0 6 7 8 8 4 11], 5, [10 1 5 3 9 0 6 7 8 8 4 11], 2, [10 1 5 3 9 0 6 7 8 8 4 11], 2, [10 1 5 2 9 0 6 7 8 8 4 11], 3, [10 1 5 2 9 0 6 7 8 8 4 11], 3, [10 1 5 2 9 0 3 7 8 8 4 11], 6, [10 6 5 2 9 0 3 7 8 8 4 11], 1, [10 6 5 2 9 0 3 7 8 8 4 11], 1, [10 6 5 2 9 0 3 7 8 8 4 11], 1, [10 6 5 2 9 0 3 1 8 8 4 11], 7, [10 6 5 2 9 0 3 1 8 8 4 11], 7, [10 6 5 2 9 0 3 1 8 8 4 11], 7 | [10 6 5 2 9 0 3 1 8 8 4 7], 11
topological_sort
strongly_connected_components: A: [[0 1 0 0 0 0 0 0 1 0], [0 1 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 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 1 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 1]], initial_trace: [0 1 2 3 4 5 6 7 8 9] trace | scc_id:
[0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 0 3 4 5 6 7 8 9], [0 0 0 3 4 5 6 7 8 9], [0 0 0 3 4 5 6 7 0 9], [0 0 0 3 4 5 6 7 0 9], [0 0 0 3 4 5 6 7 0 9] | [0 0 0 3 4 5 6 7 0 9]
strongly_connected_components
dfs: A: [[0 1 1 0], [1 1 1 1], [0 0 0 1], [1 0 1 1]], initial_trace: [0 1 2 3] trace | pi:
[0 1 2 3], [0 0 2 3], [0 0 2 3], [0 0 1 3], [0 0 1 3], [0 0 1 2], [0 0 1 2], [0 0 1 2], [0 0 1 2], [0 0 1 2] | [0 0 1 2]
dfs
dag_shortest_paths: s: 14, A: [[0 0 0 0.509 0 0.466 0 0 0 0 0.0461 0.92 0 0 0], [0 0 0 0.0968 0 0 0 0.568 0 0 0 0 0 0 0], [0.694 0 0 0 0 0.83 0 0 0 0.672 0 0 0.803 0 0], [0 0 0 0 0 0 0 0.785 0 0 0 0 0 0 0], [0 0.449 0 0.147 0 0.121 0 0.421 0 0 0.593 0.841 0 0 0], [0 0 0 0 0 0 0 0 0 0 0.669 0 0.275 0 0], [0 0 0 0 0 0.873 0 0 0 0 0.244 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0.453 0 0 0 0.626 0 0 0 0 0.0176 0.849 0 0], [0 0 0 0.29 0 0 0 0.721 0 0 0 0.0904 0.569 0 0], [0 0 0 0 0 0 0 0.498 0 0 0 0 0 0 0], [0 0 0 0.154 0 0 0 0 0 0 0.564 0 0.291 0 0], [0 0 0 0.015 0 0 0 0.632 0 0 0 0 0 0 0], [0.909 0.475 0 0.0492 0 0.75 0 0.0299 0 0 0 0.781 0.571 0 0], [0 0 0 0 0 0 0.125 0 0 0.751 0.263 0.0572 0.497 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14] trace | pi:
[0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 6 7 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 14 7 8 14 14 14 14 13 14], [0 1 2 9 4 5 14 9 8 14 14 14 14 13 14], [0 1 2 11 4 5 14 9 8 14 14 14 11 13 14], [0 1 2 11 4 6 14 9 8 14 14 14 11 13 14], [0 1 2 11 4 6 14 9 8 14 14 14 11 13 14], [0 1 2 11 4 6 14 12 8 14 14 14 11 13 14], [0 1 2 11 4 6 14 12 8 14 14 14 11 13 14] | [0 1 2 11 4 6 14 10 8 14 14 14 11 13 14]
dag_shortest_paths
dag_shortest_paths: s: 2, A: [[0 0 0.458 0 0 0.464 0 0 0.17 0 0.688 0.452], [0.413 0 0 0 0.853 0.136 0.0318 0 0 0 0.606 0.916], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0.499 0 0 0.00759 0 0 0 0 0 0], [0 0 0.886 0 0 0 0 0 0.146 0 0 0.208], [0 0 0.14 0 0 0 0 0 0 0 0 0], [0.185 0 0.274 0.0366 0 0 0 0 0 0 0 0.0526], [0 0 0.329 0.991 0 0.0341 0 0 0.613 0.721 0 0.656], [0 0 0 0 0 0 0 0 0 0 0 0], [0.485 0.502 0 0.181 0 0.0962 0 0 0 0 0 0.659], [0 0 0.454 0.266 0 0.563 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] trace | pi:
[0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11] | [0 1 2 3 4 5 6 7 8 9 10 11]
dag_shortest_paths
jarvis_march: x: [-0.567 -0.739 0.259 -0.489 1.38], y: [-1.03 0.079 -0.832 -1.15 0.729], initial_trace: [0 0 0 0 0] trace | in_hull:
[0 0 0 1 0], [0 0 0 1 0], [0 0 0 1 0], [0 0 0 1 0], [0 0 0 1 0], [0 0 0 1 0], [0 0 1 1 0], [0 0 1 1 0], [0 0 1 1 0], [0 0 1 1 0], [0 0 1 1 0], [0 0 1 1 0], [0 0 1 1 1], [0 0 1 1 1], [0 0 1 1 1], [0 0 1 1 1], [0 0 1 1 1], [0 0 1 1 1], [0 1 1 1 1], [0 1 1 1 1], [0 1 1 1 1], [0 1 1 1 1], [0 1 1 1 1], [0 1 1 1 1], [1 1 1 1 1], [1 1 1 1 1], [1 1 1 1 1], [1 1 1 1 1], [1 1 1 1 1] | [1 1 1 1 1]
jarvis_march
activity_selector: s: [0.256 0.198 0.275 0.64 0.125 0.192 0.195 0.473 0.667 0.289 0.5 0.034 0.286 0.173 0.306 0.374 0.214 0.108 0.523], f: [0.328 0.557 0.465 0.784 0.658 0.781 0.903 0.501 0.838 0.714 0.569 0.158 0.649 0.693 0.547 0.422 0.352 0.935 0.958], 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 1 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0], [1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0], [1 0 0 0 0 0 0 1 0 0 0 1 0 0 0 1 0 0 0], [1 0 0 0 0 0 0 1 0 0 0 1 0 0 0 1 0 0 0], [1 0 0 0 0 0 0 1 0 0 0 1 0 0 0 1 0 0 0], [1 0 0 0 0 0 0 1 0 0 0 1 0 0 0 1 0 0 0], [1 0 0 0 0 0 0 1 0 0 0 1 0 0 0 1 0 0 0], [1 0 0 0 0 0 0 1 0 0 0 1 0 0 0 1 0 0 0], [1 0 0 0 0 0 0 1 0 0 0 1 0 0 0 1 0 0 0], [1 0 0 0 0 0 0 1 0 0 0 1 0 0 0 1 0 0 0], [1 0 0 0 0 0 0 1 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 1 0 0 0], [1 0 0 1 0 0 0 1 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 1 0 0 0], [1 0 0 1 0 0 0 1 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 1 0 0 0]
activity_selector
bfs: s: 8, A: [[0 0 0 0 0 1 0 0 1 0 1], [0 1 0 0 0 0 0 0 0 0 1], [0 0 1 0 0 0 0 0 1 1 0], [0 0 0 1 0 0 0 1 0 1 0], [0 0 0 0 0 1 0 0 1 0 0], [1 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 1 1 1 0 0], [0 0 0 1 0 0 1 0 0 0 0], [1 0 1 0 1 0 1 0 1 0 1], [0 0 1 1 0 0 0 0 0 0 0], [1 1 0 0 0 0 0 0 1 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10] trace | pi:
[8 1 8 3 8 5 8 7 8 9 8], [8 10 8 3 8 0 8 6 8 2 8] | [8 10 8 7 8 0 8 6 8 2 8]
bfs
bfs: s: 10, A: [[1 0 0 1 0 1 1 0 1 0 0 0 0 0 1], [0 0 0 0 1 0 1 0 0 1 1 0 1 0 0], [0 0 1 0 0 0 1 0 0 0 1 0 0 0 0], [1 0 0 1 1 1 1 1 0 1 0 1 0 0 0], [0 1 0 1 1 1 0 0 0 1 1 0 0 0 1], [1 0 0 1 1 1 0 0 0 0 0 0 0 1 0], [1 1 1 1 0 0 1 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 1 0 0 0 1 0 0 1], [1 0 0 0 0 0 1 0 0 0 0 0 0 0 1], [0 1 0 1 1 0 0 0 0 0 0 0 0 0 0], [0 1 1 0 1 0 0 0 0 0 0 1 1 1 0], [0 0 0 1 0 0 0 1 0 0 1 1 1 1 0], [0 1 0 0 0 0 0 0 0 0 1 1 0 0 0], [0 0 0 0 0 1 0 0 0 0 1 1 0 0 0], [1 0 0 0 1 0 0 1 1 0 0 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14] trace | pi:
[0 10 10 3 10 5 6 7 8 9 10 10 10 10 14], [0 10 10 4 10 4 1 11 8 1 10 10 10 10 4] | [3 10 10 4 10 4 1 11 6 1 10 10 10 10 4]
bfs
jarvis_march: x: [-0.977 -0.288 0.71 -0.302 -0.421 -1.19 1.52 0.279 0.112 1.1 -0.69], y: [-1.08 -0.052 -1 0.467 -0.971 1.52 0.827 0.52 0.078 -0.231 -1.32], initial_trace: [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 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 0 0 0 0 0 1], [0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 0 0 1 0 0 1 1], [0 0 1 0 0 0 1 0 0 1 1], [0 0 1 0 0 0 1 0 0 1 1], [0 0 1 0 0 0 1 0 0 1 1], [0 0 1 0 0 0 1 0 0 1 1], [0 0 1 0 0 0 1 0 0 1 1], [0 0 1 0 0 0 1 0 0 1 1], [0 0 1 0 0 0 1 0 0 1 1], [0 0 1 0 0 0 1 0 0 1 1], [0 0 1 0 0 0 1 0 0 1 1], [0 0 1 0 0 0 1 0 0 1 1], [0 0 1 0 0 0 1 0 0 1 1], [0 0 1 0 0 1 1 0 0 1 1], [0 0 1 0 0 1 1 0 0 1 1], [0 0 1 0 0 1 1 0 0 1 1], [0 0 1 0 0 1 1 0 0 1 1], [0 0 1 0 0 1 1 0 0 1 1], [0 0 1 0 0 1 1 0 0 1 1], [0 0 1 0 0 1 1 0 0 1 1], [0 0 1 0 0 1 1 0 0 1 1], [0 0 1 0 0 1 1 0 0 1 1], [0 0 1 0 0 1 1 0 0 1 1], [0 0 1 0 0 1 1 0 0 1 1], [0 0 1 0 0 1 1 0 0 1 1], [1 0 1 0 0 1 1 0 0 1 1], [1 0 1 0 0 1 1 0 0 1 1], [1 0 1 0 0 1 1 0 0 1 1], [1 0 1 0 0 1 1 0 0 1 1], [1 0 1 0 0 1 1 0 0 1 1], [1 0 1 0 0 1 1 0 0 1 1], [1 0 1 0 0 1 1 0 0 1 1], [1 0 1 0 0 1 1 0 0 1 1], [1 0 1 0 0 1 1 0 0 1 1], [1 0 1 0 0 1 1 0 0 1 1], [1 0 1 0 0 1 1 0 0 1 1] | [1 0 1 0 0 1 1 0 0 1 1]
jarvis_march
dijkstra: s: 5, A: [[0.354 0.285 0 0 0 0 0 0 0 0 0 0 0 0.451 0 0 0 0 0 0.801 0 0.36 0], [0.285 0 0 0.42 0 0 0 0 0 0 0 0 0.175 0.435 0 0 0 0 0 0.053 0 0.222 0], [0 0 0.405 0 0 0 0 0 0 0 0.668 0 0 0.611 0.709 0 0.298 0.44 0 0 0 0.541 0.206], [0 0.42 0 0 0.679 0 0 0 0.701 0 0 0 0 0.347 0 0 0.658 0 0 0 0.605 0 0], [0 0 0 0.679 0 0.712 0 0 0 0.318 0 0 0 0.153 0 0 0.584 0 0.39 0 0 0 0], [0 0 0 0 0.712 0.047 0 0 0.226 0.834 0 0 0 0 0 0 0 0.437 0 0 0 0 0.828], [0 0 0 0 0 0 0.226 0 0 0 0 0 0 0 0 0 0 0 0 0 0.261 0.172 0], [0 0 0 0 0 0 0 0.563 0.559 0 0.092 0.624 0 0 0 0.588 0 0 0 0 0 0.058 0], [0 0 0 0.701 0 0.226 0 0.559 0 0 0 0 0 0.119 0 0 0 0.464 0 0 0.074 0 0], [0 0 0 0 0.318 0.834 0 0 0 0.779 0 0 0 0.405 0 0 0 0 0 0.62 0.534 0.502 0], [0 0 0.668 0 0 0 0 0.092 0 0 0.643 0 0 0 0 0 0 0.349 0 0 0 0 0], [0 0 0 0 0 0 0 0.624 0 0 0 0 0 0 0 0.527 0 0 0 0 0.189 0 0], [0 0.175 0 0 0 0 0 0 0 0 0 0 0.222 0.139 0 0.497 0 0.276 0 0.538 0.614 0 0], [0.451 0.435 0.611 0.347 0.153 0 0 0 0.119 0.405 0 0 0.139 0 0 0.701 0 0.067 0 0 0 0 0], [0 0 0.709 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.473 0 0 0 0 0], [0 0 0 0 0 0 0 0.588 0 0 0 0.527 0.497 0.701 0 0 0 0 0 0 0 0 0], [0 0 0.298 0.658 0.584 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.535 0], [0 0 0.44 0 0 0.437 0 0 0.464 0 0.349 0 0.276 0.067 0.473 0 0 0.391 0 0 0.336 0 0], [0 0 0 0 0.39 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.239 0 0], [0.801 0.053 0 0 0 0 0 0 0 0.62 0 0 0.538 0 0 0 0 0 0 0.324 0 0.279 0], [0 0 0 0.605 0 0 0.261 0 0.074 0.534 0 0.189 0.614 0 0 0 0 0.336 0.239 0 0.537 0 0], [0.36 0.222 0.541 0 0 0 0.172 0.058 0 0.502 0 0 0 0 0 0 0.535 0 0 0.279 0 0.796 0], [0 0 0.206 0 0 0.828 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] trace | pi:
[0 1 2 3 5 5 6 7 5 5 10 11 12 13 14 15 16 5 18 19 20 21 5], [0 1 2 8 5 5 6 8 5 5 10 11 12 8 14 15 16 5 18 19 8 21 5], [0 1 2 20 5 5 20 8 5 5 10 20 20 8 14 15 16 5 20 19 8 21 5], [13 13 13 13 13 5 20 8 5 13 10 20 13 8 14 13 16 13 20 19 8 21 5], [13 13 17 13 13 5 20 8 5 13 17 20 13 8 17 13 16 13 20 19 8 21 5], [13 12 17 13 13 5 20 8 5 13 17 20 13 8 17 12 16 13 20 12 8 21 5], [13 12 17 13 13 5 20 8 5 13 17 20 13 8 17 12 16 13 20 12 8 21 5], [13 12 17 13 13 5 20 8 5 13 17 20 13 8 17 12 4 13 20 12 8 21 5], [13 12 17 13 13 5 20 8 5 13 17 20 13 8 17 12 4 13 20 12 8 21 5], [13 12 17 13 13 5 20 8 5 13 17 20 13 8 17 12 4 13 20 12 8 6 5], [13 12 17 13 13 5 20 8 5 13 17 20 13 8 17 12 4 13 20 1 8 6 5], [13 12 17 13 13 5 20 8 5 13 17 20 13 8 17 12 4 13 20 1 8 6 5], [13 12 17 13 13 5 20 8 5 13 17 20 13 8 17 12 4 13 20 1 8 6 5], [13 12 17 13 13 5 20 8 5 13 17 20 13 8 17 12 4 13 20 1 8 6 5], [13 12 17 13 13 5 20 8 5 13 17 20 13 8 17 12 4 13 20 1 8 6 5], [13 12 17 13 13 5 20 8 5 13 17 20 13 8 17 12 4 13 20 1 8 6 5], [13 12 17 13 13 5 20 8 5 13 17 20 13 8 17 12 4 13 20 1 8 6 5], [13 12 17 13 13 5 20 8 5 13 17 20 13 8 17 12 4 13 20 1 8 6 5], [13 12 17 13 13 5 20 8 5 13 17 20 13 8 17 12 4 13 20 1 8 6 5], [13 12 17 13 13 5 20 8 5 13 17 20 13 8 17 12 4 13 20 1 8 6 5], [13 12 17 13 13 5 20 8 5 13 17 20 13 8 17 12 4 13 20 1 8 6 5], [13 12 17 13 13 5 20 8 5 13 17 20 13 8 17 12 4 13 20 1 8 6 5] | [13 12 17 13 13 5 20 8 5 13 17 20 13 8 17 12 4 13 20 1 8 6 5]
dijkstra
minimum: key: [0.73 0.234 0.929 0.986], initial_trace: 0 trace | min:
1, 1 | 1
minimum
insertion_sort: key: [0.162 0.841 0.432 0.347 0.838 0.126 0.743 0.057 0.999 0.012 0.593 0.568], initial_trace: [0.162 0.841 0.432 0.347 0.838 0.126 0.743 0.057 0.999 0.012 0.593 0.568] trace | pred:
[0.162 0.841 0.432 0.347 0.838 0.126 0.743 0.057 0.999 0.012 0.593 0.568], [0.162 0.432 0.841 0.347 0.838 0.126 0.743 0.057 0.999 0.012 0.593 0.568], [0.162 0.347 0.432 0.841 0.838 0.126 0.743 0.057 0.999 0.012 0.593 0.568], [0.162 0.347 0.432 0.838 0.841 0.126 0.743 0.057 0.999 0.012 0.593 0.568], [0.126 0.162 0.347 0.432 0.838 0.841 0.743 0.057 0.999 0.012 0.593 0.568], [0.126 0.162 0.347 0.432 0.743 0.838 0.841 0.057 0.999 0.012 0.593 0.568], [0.057 0.126 0.162 0.347 0.432 0.743 0.838 0.841 0.999 0.012 0.593 0.568], [0.057 0.126 0.162 0.347 0.432 0.743 0.838 0.841 0.999 0.012 0.593 0.568], [0.012 0.057 0.126 0.162 0.347 0.432 0.743 0.838 0.841 0.999 0.593 0.568], [0.012 0.057 0.126 0.162 0.347 0.432 0.593 0.743 0.838 0.841 0.999 0.568] | [0.012 0.057 0.126 0.162 0.347 0.432 0.568 0.593 0.743 0.838 0.841 0.999]
insertion_sort
optimal_bst: p: [0.084 0.088 0.016 0.024 0.018 0.054 0.032 0.053 0.003 0.043 0], q: [0.045 0.097 0.084 0.024 0.037 0.097 0.025 0.052 0.035 0.059 0.03], initial_trace: [[0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0]] trace | root:
[[0 0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0], [0 0 0 2 0 0 0 0 0 0 0], [0 0 0 0 3 0 0 0 0 0 0], [0 0 0 0 0 4 0 0 0 0 0], [0 0 0 0 0 0 5 0 0 0 0], [0 0 0 0 0 0 0 6 0 0 0], [0 0 0 0 0 0 0 0 7 0 0], [0 0 0 0 0 0 0 0 0 8 0], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]], [[0 0 1 0 0 0 0 0 0 0 0], [0 0 1 1 0 0 0 0 0 0 0], [0 0 0 2 2 0 0 0 0 0 0], [0 0 0 0 3 4 0 0 0 0 0], [0 0 0 0 0 4 5 0 0 0 0], [0 0 0 0 0 0 5 5 0 0 0], [0 0 0 0 0 0 0 6 7 0 0], [0 0 0 0 0 0 0 0 7 7 0], [0 0 0 0 0 0 0 0 0 8 9], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]], [[0 0 1 1 0 0 0 0 0 0 0], [0 0 1 1 1 0 0 0 0 0 0], [0 0 0 2 2 4 0 0 0 0 0], [0 0 0 0 3 4 4 0 0 0 0], [0 0 0 0 0 4 5 5 0 0 0], [0 0 0 0 0 0 5 5 5 0 0], [0 0 0 0 0 0 0 6 7 7 0], [0 0 0 0 0 0 0 0 7 7 7], [0 0 0 0 0 0 0 0 0 8 9], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]], [[0 0 1 1 1 0 0 0 0 0 0], [0 0 1 1 1 2 0 0 0 0 0], [0 0 0 2 2 4 4 0 0 0 0], [0 0 0 0 3 4 4 5 0 0 0], [0 0 0 0 0 4 5 5 5 0 0], [0 0 0 0 0 0 5 5 5 5 0], [0 0 0 0 0 0 0 6 7 7 7], [0 0 0 0 0 0 0 0 7 7 7], [0 0 0 0 0 0 0 0 0 8 9], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]], [[0 0 1 1 1 1 0 0 0 0 0], [0 0 1 1 1 2 2 0 0 0 0], [0 0 0 2 2 4 4 4 0 0 0], [0 0 0 0 3 4 4 5 5 0 0], [0 0 0 0 0 4 5 5 5 5 0], [0 0 0 0 0 0 5 5 5 5 7], [0 0 0 0 0 0 0 6 7 7 7], [0 0 0 0 0 0 0 0 7 7 7], [0 0 0 0 0 0 0 0 0 8 9], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]], [[0 0 1 1 1 1 1 0 0 0 0], [0 0 1 1 1 2 2 3 0 0 0], [0 0 0 2 2 4 4 4 5 0 0], [0 0 0 0 3 4 4 5 5 5 0], [0 0 0 0 0 4 5 5 5 5 7], [0 0 0 0 0 0 5 5 5 5 7], [0 0 0 0 0 0 0 6 7 7 7], [0 0 0 0 0 0 0 0 7 7 7], [0 0 0 0 0 0 0 0 0 8 9], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]], [[0 0 1 1 1 1 1 1 0 0 0], [0 0 1 1 1 2 2 3 4 0 0], [0 0 0 2 2 4 4 4 5 5 0], [0 0 0 0 3 4 4 5 5 5 5], [0 0 0 0 0 4 5 5 5 5 7], [0 0 0 0 0 0 5 5 5 5 7], [0 0 0 0 0 0 0 6 7 7 7], [0 0 0 0 0 0 0 0 7 7 7], [0 0 0 0 0 0 0 0 0 8 9], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]], [[0 0 1 1 1 1 1 1 4 0 0], [0 0 1 1 1 2 2 3 4 5 0], [0 0 0 2 2 4 4 4 5 5 5], [0 0 0 0 3 4 4 5 5 5 5], [0 0 0 0 0 4 5 5 5 5 7], [0 0 0 0 0 0 5 5 5 5 7], [0 0 0 0 0 0 0 6 7 7 7], [0 0 0 0 0 0 0 0 7 7 7], [0 0 0 0 0 0 0 0 0 8 9], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]], [[0 0 1 1 1 1 1 1 4 3 0], [0 0 1 1 1 2 2 3 4 5 5], [0 0 0 2 2 4 4 4 5 5 5], [0 0 0 0 3 4 4 5 5 5 5], [0 0 0 0 0 4 5 5 5 5 7], [0 0 0 0 0 0 5 5 5 5 7], [0 0 0 0 0 0 0 6 7 7 7], [0 0 0 0 0 0 0 0 7 7 7], [0 0 0 0 0 0 0 0 0 8 9], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]] | [[0 0 1 1 1 1 1 1 4 3 4], [0 0 1 1 1 2 2 3 4 5 5], [0 0 0 2 2 4 4 4 5 5 5], [0 0 0 0 3 4 4 5 5 5 5], [0 0 0 0 0 4 5 5 5 5 7], [0 0 0 0 0 0 5 5 5 5 7], [0 0 0 0 0 0 0 6 7 7 7], [0 0 0 0 0 0 0 0 7 7 7], [0 0 0 0 0 0 0 0 0 8 9], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]]
optimal_bst
strongly_connected_components: A: [[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]], 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
activity_selector: s: [0.338 0.334 0.047 0.383], f: [0.442 0.707 0.678 0.52], initial_trace: [0 0 0 0] trace | selected:
[1 0 0 0], [1 0 0 0], [1 0 0 0] | [1 0 0 0]
activity_selector
bellman_ford: s: 6, A: [[0.62 0 0 0 0 0.154 0.098 0 0 0 0 0 0 0 0], [0 0 0.249 0 0 0.135 0.416 0 0 0 0.523 0 0 0 0.135], [0 0.249 0.758 0 0 0 0 0 0 0.812 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0.271 0 0 0 0.907 0], [0 0 0 0 0.585 0.621 0 0 0 0.377 0 0 0 0 0], [0.154 0.135 0 0 0.621 0 0 0 0.327 0 0.707 0 0.351 0 0], [0.098 0.416 0 0 0 0 0.22 0 0.339 0 0 0 0 0.884 0], [0 0 0 0 0 0 0 0.468 0 0.547 0 0 0 0.138 0], [0 0 0 0 0 0.327 0.339 0 0.716 0.145 0 0 0 0 0], [0 0 0.812 0.271 0.377 0 0 0.547 0.145 0 0 0 0 0.483 0], [0 0.523 0 0 0 0.707 0 0 0 0 0.748 0.962 0 0 0], [0 0 0 0 0 0 0 0 0 0 0.962 0.124 0 0 0], [0 0 0 0 0 0.351 0 0 0 0 0 0 0 0 0], [0 0 0 0.907 0 0 0.884 0.138 0 0.483 0 0 0 0.072 0], [0 0.135 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] trace | pi:
[6 6 2 3 4 5 6 7 6 9 10 11 12 6 14], [6 6 1 13 4 0 6 13 6 8 1 11 12 6 1], [6 5 1 9 9 0 6 13 6 8 1 10 5 6 1], [6 5 1 9 9 0 6 13 6 8 1 10 5 6 1] | [6 5 1 9 9 0 6 13 6 8 1 10 5 6 1]
bellman_ford
quickselect: key: [0.592 0.191 0.158 0.713 0.996 0.368 0.513 0.143 0.116 0.904 0.114 0.323 0.989 0.226 0.962 0.306 0.786 0.61 0.906 0.834 0.724 0.174 0.617 0.509 0.284 0.014 0.793 0.04], initial_trace: 27 trace | pivot:
27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 24, 24, 24, 24, 24, 24, 24, 11, 11, 11, 11, 11, 5, 5, 5, 6 | 6
quickselect
bellman_ford: s: 5, A: [[0 0.315 0.395 0 0 0.389 0.281 0 0.324 0 0 0 0 0.757 0 0.694 0 0 0 0.175 0 0 0 0.383 0 0 0.41 0], [0.315 0 0 0 0.527 0 0.33 0 0 0.345 0 0 0 0 0 0.829 0.54 0 0.275 0 0 0 0 0 0 0 0 0], [0.395 0 0.335 0 0.389 0.462 0 0 0 0.523 0 0 0 0 0.5 0 0 0 0 0 0 0.459 0.573 0.507 0 0.44 0 0], [0 0 0 0 0 0 0 0 0 0 0 0.292 0 0.64 0 0 0.176 0.729 0 0.282 0 0 0 0 0 0 0 0], [0 0.527 0.389 0 0 0 0 0.773 0 0 0.569 0 0.706 0 0.507 0 0.465 0 0 0 0.486 0 0 0 0.107 0.884 0.968 0], [0.389 0 0.462 0 0 0.211 0 0.308 0 0.582 0 0 0.749 0 0 0 0 0.358 0 0 0 0.36 0 0.699 0.418 0 0 0], [0.281 0.33 0 0 0 0 0 0 0.263 0 0 0 0 0 0 0.15 0 0.434 0 0.488 0 0 0 0.726 0 0.98 0 0], [0 0 0 0 0.773 0.308 0 0.647 0 0 0 0 0.686 0 0 0.364 0 0 0 0 0.565 0 0 0.559 0 0 0 0.745], [0.324 0 0 0 0 0 0.263 0 0 0 0 0 0 0 0 0 0 0 0 0 0.107 0 0.651 0 0 0 0 0], [0 0.345 0.523 0 0 0.582 0 0 0 0 0.403 0 0.581 0 0 0 0.412 0 0 0 0 0 0 0.912 0.198 0.485 0 0], [0 0 0 0 0.569 0 0 0 0 0.403 0 0 0 0.618 0 0 0 0.045 0 0.584 0 0 0 0.827 0 0 0 0], [0 0 0 0.292 0 0 0 0 0 0 0 0.733 0 0 0 0 0.948 0 0 0 0 0.668 0.862 0.388 0 0 0 0], [0 0 0 0 0.706 0.749 0 0.686 0 0.581 0 0 0.16 0.28 0 0.165 0 0 0 0.627 0.198 0 0.557 0.327 0 0 0 0.168], [0.757 0 0 0.64 0 0 0 0 0 0 0.618 0 0.28 0.83 0 0 0.193 0 0.29 0 0 0 0.183 0 0 0 0.99 0], [0 0 0.5 0 0.507 0 0 0 0 0 0 0 0 0 0.946 0 0 0 0.271 0.687 0 0 0 0 0 0 0 0], [0.694 0.829 0 0 0 0 0.15 0.364 0 0 0 0 0.165 0 0 0.899 0 0 0 0.24 0 0 0 0 0 0 0 0], [0 0.54 0 0.176 0.465 0 0 0 0 0.412 0 0.948 0 0.193 0 0 0 0 0 0 0 0 0 0.122 0.482 0.067 0 0.363], [0 0 0 0.729 0 0.358 0.434 0 0 0 0.045 0 0 0 0 0 0 0 0 0 0 0 0 0.116 0.113 0 0 0], [0 0.275 0 0 0 0 0 0 0 0 0 0 0 0.29 0.271 0 0 0 0.036 0 0 0 0.04 0 0.2 0 0 0], [0.175 0 0 0.282 0 0 0.488 0 0 0 0.584 0 0.627 0 0.687 0.24 0 0 0 0 0 0 0.44 0.763 0 0 0 0.05], [0 0 0 0 0.486 0 0 0.565 0.107 0 0 0 0.198 0 0 0 0 0 0 0 0.868 0.417 0.753 0 0.351 0 0 0.197], [0 0 0.459 0 0 0.36 0 0 0 0 0 0.668 0 0 0 0 0 0 0 0 0.417 0 0 0 0 0 0 0], [0 0 0.573 0 0 0 0 0 0.651 0 0 0.862 0.557 0.183 0 0 0 0 0.04 0.44 0.753 0 0 0 0 0 0.611 0], [0.383 0 0.507 0 0 0.699 0.726 0.559 0 0.912 0.827 0.388 0.327 0 0 0 0.122 0.116 0 0.763 0 0 0 0.057 0 0 0 0], [0 0 0 0 0.107 0.418 0 0 0 0.198 0 0 0 0 0 0 0.482 0.113 0.2 0 0.351 0 0 0 0.409 0.615 0 0], [0 0 0.44 0 0.884 0 0.98 0 0 0.485 0 0 0 0 0 0 0.067 0 0 0 0 0 0 0 0.615 0 0 0], [0.41 0 0 0 0.968 0 0 0 0 0 0 0 0 0.99 0 0 0 0 0 0 0 0 0.611 0 0 0 0.165 0], [0 0 0 0 0 0 0 0.745 0 0 0 0 0.168 0 0 0 0.363 0 0 0.05 0.197 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:
[5 1 5 3 4 5 6 5 8 5 10 11 5 13 14 15 16 5 18 19 20 5 22 5 5 25 26 27], [5 0 5 17 24 5 0 5 0 5 17 21 5 12 2 7 23 5 24 0 24 5 2 17 5 2 0 12], [5 0 5 19 24 5 0 5 0 5 17 23 5 18 18 7 23 5 24 0 24 5 18 17 5 16 0 19] | [5 0 5 16 24 5 0 5 0 5 17 23 5 16 18 7 23 5 24 0 24 5 18 17 5 16 0 19]
bellman_ford
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 1 1 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 1 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 1 0], [0 0 0 0 1 1 0 0 0 1]], initial_trace: [0 0 0 0 0 0 0 0 0 0] trace | is_cut:
[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 1 0 0 0 1], [0 0 0 0 0 1 0 0 0 1], [0 0 0 0 0 1 0 0 0 1], [0 0 0 0 0 1 0 0 0 1], [0 0 0 0 0 1 0 0 0 1], [0 0 0 0 0 1 0 0 0 1], [0 0 0 0 0 1 0 0 0 1], [0 0 0 0 0 1 0 0 0 1] | [0 0 0 0 0 1 0 0 0 1]
articulation_points
dag_shortest_paths: s: 14, A: [[0 0 0 0 0 0 0.666 0 0 0 0 0 0 0 0 0.306 0 0 0], [0.762 0 0.283 0 0 0.555 0 0 0 0.243 0 0.0602 0.381 0 0.467 0.769 0 0 0], [0 0 0 0 0 0 0 0 0.546 0 0 0 0 0 0 0 0 0 0], [0.535 0 0.258 0 0 0 0.587 0 0.487 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0.649 0 0 0 0.247 0 0 0], [0.648 0 0.963 0 0.382 0 0.769 0 0.194 0 0 0 0 0 0.0193 0 0 0 0.868], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0.461 0 0 0 0 0.243 0.299 0 0 0 0.701 0.756 0 0 0 0 0.721 0.585 0], [0.991 0 0 0 0 0 0.495 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0.448 0.545 0.91 0.998 0 0.0975 0 0 0.949 0 0 0 0 0 0.607 0], [0.795 0.0471 0.0984 0.23 0 0.783 0.784 0 0 0.123 0 0 0.236 0.408 0.806 0.184 0 0.72 0.767], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0.354 0 0.583 0 0.563 0 0 0 0 0 0 0.113 0 0.841 0], [0.119 0 0 0.393 0 0 0.454 0 0.41 0 0 0 0.101 0 0 0.201 0.579 0.459 0.112], [0 0 0.205 0 0.809 0 0 0 0 0 0 0.944 0 0 0 0 0 0.729 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0.998 0.111 0 0.0297 0 0 0 0 0 0 0 0 0.563 0.432 0 0.252 0.672], [0 0 0 0 0 0 0.321 0 0 0 0 0.624 0 0 0 0.953 0 0 0], [0 0 0.761 0 0 0 0.0179 0 0 0 0 0.456 0 0 0 0 0 0.75 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18] trace | pi:
[0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 14 3 14 5 6 7 8 9 10 14 12 13 14 15 16 14 18], [0 1 14 3 14 5 17 7 8 9 10 14 12 13 14 17 16 14 18], [0 1 14 3 14 5 17 7 8 9 10 14 12 13 14 4 16 14 18], [0 1 14 3 14 5 17 7 8 9 10 14 12 13 14 4 16 14 18], [0 1 14 3 14 5 17 7 2 9 10 14 12 13 14 4 16 14 18], [8 1 14 3 14 5 17 7 2 9 10 14 12 13 14 4 16 14 18], [8 1 14 3 14 5 17 7 2 9 10 14 12 13 14 4 16 14 18] | [8 1 14 3 14 5 17 7 2 9 10 14 12 13 14 4 16 14 18]
dag_shortest_paths
bellman_ford: s: 4, A: [[0.094 0 0 0 0 0.477 0 0 0 0 0 0.276 0 0.116 0.545], [0 0.584 0 0 0 0 0 0 0 0 0 0.41 0 0 0], [0 0 0 0.36 0 0 0 0 0.073 0.144 0 0.272 0 0 0], [0 0 0.36 0.27 0.707 0 0 0 0 0 0 0.418 0 0 0], [0 0 0 0.707 0 0 0 0.612 0 0 0 0 0.263 0 0.445], [0.477 0 0 0 0 0.764 0 0 0 0 0 0 0.282 0 0], [0 0 0 0 0 0 0.364 0 0 0 0.422 0 0 0 0.784], [0 0 0 0 0.612 0 0 0.035 0.683 0 0.595 0 0 0 0.316], [0 0 0.073 0 0 0 0 0.683 0.148 0 0 0 0 0 0.461], [0 0 0.144 0 0 0 0 0 0 0.059 0.425 0 0.363 0.227 0.176], [0 0 0 0 0 0 0.422 0.595 0 0.425 0.71 0 0 0 0], [0.276 0.41 0.272 0.418 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0.263 0.282 0 0 0 0.363 0 0 0.052 0 0], [0.116 0 0 0 0 0 0 0 0 0.227 0 0 0 0 0], [0.545 0 0 0 0.445 0 0.784 0.316 0.461 0.176 0 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14] trace | pi:
[0 1 2 4 4 5 6 4 8 9 10 11 4 13 4], [14 1 3 4 4 12 14 4 14 14 7 3 4 13 4], [14 11 9 4 4 12 14 4 14 14 9 3 4 9 4], [13 11 9 4 4 12 14 4 2 14 9 2 4 9 4] | [13 11 9 4 4 12 14 4 2 14 9 2 4 9 4]
bellman_ford
floyd_warshall: A: [[0 0.203 0 0], [0.203 0 0 0], [0 0 0.219 0], [0 0 0 0.246]], initial_trace: [[0 0 0 0], [1 1 1 1], [2 2 2 2], [3 3 3 3]] trace | Pi:
[[0 0 0 0], [1 1 1 1], [2 2 2 2], [3 3 3 3]], [[0 0 0 0], [1 1 1 1], [2 2 2 2], [3 3 3 3]] | [[0 0 0 0], [1 1 1 1], [2 2 2 2], [3 3 3 3]]
floyd_warshall
binary_search: key: [0.005 0.008 0.053 0.058 0.133 0.136 0.18 0.279 0.29 0.396 0.514 0.517 0.522 0.535 0.621 0.628 0.639 0.747 0.776 0.786 0.83 0.851 0.927 0.938 0.956 0.957 0.988 1], target: 0.791, initial_trace: (0, 27) trace | (low, high):
(14, 27), (14, 20), (18, 20) | (20, 20)
binary_search
dag_shortest_paths: s: 1, A: [[0 0.0203 0 0.0571], [0 0 0.309 0], [0 0 0 0], [0 0 0.134 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 1 3]
dag_shortest_paths
find_maximum_subarray_kadane: key: [-0.223 -0.044 -0.215 -0.611 0.897 -0.593 -0.034 -0.13 0.985 -0.315 -0.155], initial_trace: (0, 0) trace | (best_low, best_high):
(1, 1), (1, 1), (1, 1), (4, 4), (4, 4), (4, 4), (4, 4), (4, 8), (4, 8) | (4, 8)
find_maximum_subarray_kadane
kmp_matcher: string: [0 0 0 0 0 0 0 0 0 1 1], key: [1 2 1 1 2 1 1 3 2 1 3], initial_trace: 0 trace | s:
0, 0, 0, 0, 1, 2, 2, 3, 3, 4, 5, 5 | 6
kmp_matcher
mst_kruskal: A: [[0 0 0 0 0], [0 0.106 0 0 0.535], [0 0 0 0 0], [0 0 0 0 0], [0 0.535 0 0 0]], initial_trace: [[0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0]] trace | in_mst:
[[0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0]] | [[0 0 0 0 0], [0 0 0 0 1], [0 0 0 0 0], [0 0 0 0 0], [0 1 0 0 0]]
mst_kruskal
find_maximum_subarray_kadane: key: [0.014 -0.031 0.956 0.53], initial_trace: (0, 0) trace | (best_low, best_high):
(0, 0), (2, 2) | (2, 3)
find_maximum_subarray_kadane
find_maximum_subarray_kadane: key: [-0.016 -0.152 -0.892 -0.15 -0.251 0.399 -0.521 -0.938 0.161 0.253 0.271], initial_trace: (0, 0) trace | (best_low, best_high):
(0, 0), (0, 0), (0, 0), (0, 0), (5, 5), (5, 5), (5, 5), (5, 5), (8, 9) | (8, 10)
find_maximum_subarray_kadane
segments_intersect: x: [0.224 0.987 0.128 0.113], y: [0.653 0.962 0.807 0.8] intersect:
0
segments_intersect
strongly_connected_components: A: [[0 1 0 0 0 0 0 0 0 1 0 0], [1 1 0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 1 0 0 0 0], [0 0 1 0 0 0 0 0 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 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 1 1], [0 0 0 0 0 0 1 0 0 0 1 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11] trace | scc_id:
[0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 3 4 5 6 7 8 9 10 6], [0 1 2 3 4 5 6 7 8 9 6 6], [0 1 2 3 4 5 6 7 8 9 6 6], [0 1 2 3 4 5 6 7 8 9 6 6], [0 1 2 3 4 5 6 7 8 9 6 6], [0 1 2 3 4 5 6 7 8 9 6 6], [0 1 2 3 4 5 6 7 8 9 6 6], [0 1 2 3 4 5 6 7 8 9 6 6], [0 1 2 3 4 5 6 7 8 9 6 6], [0 1 2 3 4 5 6 7 8 9 6 6], [0 1 2 3 4 5 6 7 8 9 6 6], [0 1 2 3 4 5 6 7 8 9 6 6], [0 1 2 3 4 5 6 7 8 9 6 6], [0 1 2 3 4 5 6 7 8 9 6 6], [0 1 2 3 4 5 6 7 8 9 6 6], [0 1 2 3 4 5 6 7 8 9 6 6], [0 1 2 3 4 5 6 7 8 9 6 6], [0 1 2 3 4 5 6 7 8 9 6 6], [0 1 2 3 4 5 6 7 8 9 6 6], [0 1 2 3 4 5 6 7 8 9 6 6], [0 1 2 3 4 5 6 7 8 9 6 6], [0 1 2 3 4 5 6 7 8 9 6 6], [0 0 2 3 4 5 6 7 8 9 6 6], [0 0 2 3 4 5 6 7 8 9 6 6], [0 0 2 3 4 5 6 7 8 9 6 6], [0 0 2 3 4 5 6 7 8 9 6 6] | [0 0 2 3 4 5 6 7 8 9 6 6]
strongly_connected_components
quickselect: key: [0.196 0.344 0.29 0.519 0.495 0.27 0.22 0.617 0.191 0.142 0.04], 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, 3, 3, 3, 3, 3, 3, 3, 2, 2, 2, 2, 2, 6, 6 | 5
quickselect
task_scheduling: d: [4 15 13 10 23 14 1 15 6 18 10 30 11 12 26 19 12 27 12 19 28 20 31 28 12 3 25 9 23 29 22], w: [0.692 0.306 0.344 0.364 0.562 0.172 0.649 0.92 0.029 0.104 0.273 0.854 0.264 0.887 0.485 0.337 0.044 0.651 0.308 0.633 0.859 0.703 0.599 0.916 0.877 0.011 0.002 0.704 0.797 0.798 0.143], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | selected:
[0 0 0 0 0 0 0 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 1 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 1 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 1 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 0 1 0 0 1 1 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 1 0 0 1 1 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 1 0 0 1 1 0 0 0 0 1 0], [0 0 0 0 0 0 0 1 0 0 0 1 0 1 0 0 0 0 0 0 1 0 0 1 1 0 0 0 1 1 0], [0 0 0 0 0 0 0 1 0 0 0 1 0 1 0 0 0 0 0 0 1 0 0 1 1 0 0 1 1 1 0], [0 0 0 0 0 0 0 1 0 0 0 1 0 1 0 0 0 0 0 0 1 1 0 1 1 0 0 1 1 1 0], [0 0 0 0 0 0 0 1 0 0 0 1 0 1 0 0 0 0 0 0 1 1 0 1 1 0 0 1 1 1 0], [0 0 0 0 0 0 0 1 0 0 0 1 0 1 0 0 0 1 0 0 1 1 0 1 1 0 0 1 1 1 0], [0 0 0 0 0 0 0 1 0 0 0 1 0 1 0 0 0 1 0 0 1 1 0 1 1 0 0 1 1 1 0], [0 0 0 0 0 0 0 1 0 0 0 1 0 1 0 0 0 1 0 1 1 1 0 1 1 0 0 1 1 1 0], [0 0 0 0 0 0 0 1 0 0 0 1 0 1 0 0 0 1 0 1 1 1 1 1 1 0 0 1 1 1 0], [0 0 0 0 1 0 0 1 0 0 0 1 0 1 0 0 0 1 0 1 1 1 1 1 1 0 0 1 1 1 0], [0 0 0 0 1 0 0 1 0 0 0 1 0 1 1 0 0 1 0 1 1 1 1 1 1 0 0 1 1 1 0], [0 0 0 0 1 0 0 1 0 0 0 1 0 1 1 0 0 1 0 1 1 1 1 1 1 0 0 1 1 1 0], [0 0 0 0 1 0 0 1 0 0 0 1 0 1 1 0 0 1 0 1 1 1 1 1 1 0 0 1 1 1 0], [0 0 0 0 1 0 0 1 0 0 0 1 0 1 1 1 0 1 0 1 1 1 1 1 1 0 0 1 1 1 0], [0 0 0 0 1 0 0 1 0 0 0 1 0 1 1 1 0 1 0 1 1 1 1 1 1 0 0 1 1 1 0], [0 0 0 0 1 0 0 1 0 0 0 1 0 1 1 1 0 1 0 1 1 1 1 1 1 0 0 1 1 1 0], [0 0 0 0 1 0 0 1 0 0 0 1 0 1 1 1 0 1 0 1 1 1 1 1 1 0 0 1 1 1 0], [0 0 0 0 1 0 0 1 0 0 0 1 0 1 1 1 0 1 0 1 1 1 1 1 1 0 0 1 1 1 0], [0 0 0 0 1 0 0 1 0 0 0 1 0 1 1 1 0 1 0 1 1 1 1 1 1 0 0 1 1 1 0], [0 0 0 0 1 0 0 1 0 0 0 1 0 1 1 1 0 1 0 1 1 1 1 1 1 0 0 1 1 1 1], [0 0 0 0 1 0 0 1 0 1 0 1 0 1 1 1 0 1 0 1 1 1 1 1 1 0 0 1 1 1 1], [0 0 0 0 1 0 0 1 0 1 0 1 0 1 1 1 0 1 0 1 1 1 1 1 1 0 0 1 1 1 1], [0 0 0 0 1 0 0 1 0 1 0 1 0 1 1 1 0 1 0 1 1 1 1 1 1 0 0 1 1 1 1], [0 0 0 0 1 0 0 1 0 1 0 1 0 1 1 1 0 1 0 1 1 1 1 1 1 0 0 1 1 1 1] | [0 0 0 0 1 0 0 1 0 1 0 1 0 1 1 1 0 1 0 1 1 1 1 1 1 0 1 1 1 1 1]
task_scheduling
naive_string_matcher: string: [0 0 0 1], key: [2 2 3 2], initial_trace: 0 trace | s:
| 0
naive_string_matcher
task_scheduling: d: [3 19 11 5 25 24 19 22 21 8 21 3 10 17 20 1 17 14 5 11 29 14 17 21 17 23 1 12 20 11 3], w: [0.142 0.711 0.029 0.523 0.11 0.408 0.653 0.698 0.625 0.494 0.027 0.594 0.147 0.405 0.494 0.207 0.244 0.213 0.299 0.965 0.413 0.329 0.302 0.834 0.657 0.785 0.278 0.885 0.403 0.723 0.774], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | selected:
[0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 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 1 0 0 0 1 0 1 0 1 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 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 0 0 1 0 1 0 1 0 1 0], [0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 1 0 1 0 1 0], [0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 1 0 1 0 1 0], [0 1 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 1 0 1 0 1 0], [0 1 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 1 0 1 0 1 0], [0 1 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 1 0 1 0 1 0], [0 1 0 0 0 0 1 1 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 1 0 1 0 1 0], [0 1 0 0 0 0 1 1 1 0 0 0 0 0 1 0 0 0 0 1 0 0 0 1 1 1 0 1 0 1 0], [0 1 0 0 0 0 1 1 1 0 0 0 0 0 1 0 0 0 0 1 0 0 0 1 1 1 0 1 0 1 0], [0 1 0 0 0 0 1 1 1 0 0 0 0 0 1 0 0 0 0 1 1 0 0 1 1 1 0 1 0 1 0], [0 1 0 0 0 1 1 1 1 0 0 0 0 0 1 0 0 0 0 1 1 0 0 1 1 1 0 1 0 1 0], [0 1 0 0 0 1 1 1 1 0 0 0 0 1 1 0 0 0 0 1 1 0 0 1 1 1 0 1 0 1 0], [0 1 0 0 0 1 1 1 1 0 0 0 0 1 1 0 0 0 0 1 1 0 0 1 1 1 0 1 1 1 0], [0 1 0 0 0 1 1 1 1 0 0 0 0 1 1 0 0 0 0 1 1 0 0 1 1 1 0 1 1 1 0], [0 1 0 0 0 1 1 1 1 0 0 0 0 1 1 0 0 0 0 1 1 0 1 1 1 1 0 1 1 1 0], [0 1 0 0 0 1 1 1 1 0 0 0 0 1 1 0 0 0 0 1 1 0 1 1 1 1 0 1 1 1 0], [0 1 0 0 0 1 1 1 1 0 0 0 0 1 1 0 0 0 0 1 1 0 1 1 1 1 0 1 1 1 0], [0 1 0 0 0 1 1 1 1 0 0 0 0 1 1 0 1 0 0 1 1 0 1 1 1 1 0 1 1 1 0], [0 1 0 0 0 1 1 1 1 0 0 0 0 1 1 0 1 0 0 1 1 0 1 1 1 1 0 1 1 1 0], [0 1 0 0 0 1 1 1 1 0 0 0 0 1 1 0 1 0 0 1 1 0 1 1 1 1 0 1 1 1 0], [0 1 0 0 0 1 1 1 1 0 0 0 0 1 1 0 1 0 0 1 1 0 1 1 1 1 0 1 1 1 0], [0 1 0 0 0 1 1 1 1 0 0 0 0 1 1 0 1 0 0 1 1 0 1 1 1 1 0 1 1 1 0], [0 1 0 0 1 1 1 1 1 0 0 0 0 1 1 0 1 0 0 1 1 0 1 1 1 1 0 1 1 1 0], [0 1 0 0 1 1 1 1 1 0 0 0 0 1 1 0 1 0 0 1 1 0 1 1 1 1 0 1 1 1 0] | [0 1 0 0 1 1 1 1 1 0 1 0 0 1 1 0 1 0 0 1 1 0 1 1 1 1 0 1 1 1 0]
task_scheduling
matrix_chain_order: p: [0.813 0.183 0.973 0.914], initial_trace: [[0 0 0 0], [0 0 0 0], [0 0 0 0], [0 0 0 0]] trace | s:
[[0 0 0 0], [0 0 1 0], [0 0 0 2], [0 0 0 0]] | [[0 0 0 0], [0 0 1 1], [0 0 0 2], [0 0 0 0]]
matrix_chain_order
jarvis_march: x: [-0.874 -1.82 1.23 -0.033 0.785 1.52 -1.03 1.45 -0.127 -0.894 0.574 -1.6], y: [-0.419 0.198 0.765 0.255 -0.201 0.288 0.236 -0.985 -1.66 0.68 0.777 0.453], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 1 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 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 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 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 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 0 0 0 0 0 0 1 1 0 0 0], [0 0 0 0 0 1 0 1 1 0 0 0], [0 0 0 0 0 1 0 1 1 0 0 0], [0 0 0 0 0 1 0 1 1 0 0 0], [0 0 0 0 0 1 0 1 1 0 0 0], [0 0 0 0 0 1 0 1 1 0 0 0], [0 0 0 0 0 1 0 1 1 0 0 0], [0 0 0 0 0 1 0 1 1 0 0 0], [0 0 0 0 0 1 0 1 1 0 0 0], [0 0 0 0 0 1 0 1 1 0 0 0], [0 0 0 0 0 1 0 1 1 0 0 0], [0 0 0 0 0 1 0 1 1 0 0 0], [0 0 0 0 0 1 0 1 1 0 0 0], [0 0 0 0 0 1 0 1 1 0 0 0], [0 0 1 0 0 1 0 1 1 0 0 0], [0 0 1 0 0 1 0 1 1 0 0 0], [0 0 1 0 0 1 0 1 1 0 0 0], [0 0 1 0 0 1 0 1 1 0 0 0], [0 0 1 0 0 1 0 1 1 0 0 0], [0 0 1 0 0 1 0 1 1 0 0 0], [0 0 1 0 0 1 0 1 1 0 0 0], [0 0 1 0 0 1 0 1 1 0 0 0], [0 0 1 0 0 1 0 1 1 0 0 0], [0 0 1 0 0 1 0 1 1 0 0 0], [0 0 1 0 0 1 0 1 1 0 0 0], [0 0 1 0 0 1 0 1 1 0 0 0], [0 0 1 0 0 1 0 1 1 0 0 0], [0 0 1 0 0 1 0 1 1 0 1 0], [0 0 1 0 0 1 0 1 1 0 1 0], [0 0 1 0 0 1 0 1 1 0 1 0], [0 0 1 0 0 1 0 1 1 0 1 0], [0 0 1 0 0 1 0 1 1 0 1 0], [0 0 1 0 0 1 0 1 1 0 1 0], [0 0 1 0 0 1 0 1 1 0 1 0], [0 0 1 0 0 1 0 1 1 0 1 0], [0 0 1 0 0 1 0 1 1 0 1 0], [0 0 1 0 0 1 0 1 1 0 1 0], [0 0 1 0 0 1 0 1 1 0 1 0], [0 0 1 0 0 1 0 1 1 0 1 0], [0 0 1 0 0 1 0 1 1 0 1 0], [0 0 1 0 0 1 0 1 1 1 1 0], [0 0 1 0 0 1 0 1 1 1 1 0], [0 0 1 0 0 1 0 1 1 1 1 0], [0 0 1 0 0 1 0 1 1 1 1 0], [0 0 1 0 0 1 0 1 1 1 1 0], [0 0 1 0 0 1 0 1 1 1 1 0], [0 0 1 0 0 1 0 1 1 1 1 0], [0 0 1 0 0 1 0 1 1 1 1 0], [0 0 1 0 0 1 0 1 1 1 1 0], [0 0 1 0 0 1 0 1 1 1 1 0], [0 0 1 0 0 1 0 1 1 1 1 0], [0 0 1 0 0 1 0 1 1 1 1 0], [0 0 1 0 0 1 0 1 1 1 1 0], [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 0 1 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 0 1 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 0 1 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 0 1 0 0 1 0 1 1 1 1 1], [0 0 1 0 0 1 0 1 1 1 1 1], [0 1 1 0 0 1 0 1 1 1 1 1], [0 1 1 0 0 1 0 1 1 1 1 1], [0 1 1 0 0 1 0 1 1 1 1 1], [0 1 1 0 0 1 0 1 1 1 1 1], [0 1 1 0 0 1 0 1 1 1 1 1], [0 1 1 0 0 1 0 1 1 1 1 1], [0 1 1 0 0 1 0 1 1 1 1 1], [0 1 1 0 0 1 0 1 1 1 1 1], [0 1 1 0 0 1 0 1 1 1 1 1], [0 1 1 0 0 1 0 1 1 1 1 1], [0 1 1 0 0 1 0 1 1 1 1 1], [0 1 1 0 0 1 0 1 1 1 1 1] | [0 1 1 0 0 1 0 1 1 1 1 1]
jarvis_march
mst_prim: s: 0, A: [[0 0 0 0 0], [0 0 0 0 0], [0 0 0 0.32 0], [0 0 0.32 0.573 0], [0 0 0 0 0.61]], initial_trace: [0 1 2 3 4] trace | pi:
| [0 1 2 3 4]
mst_prim
strongly_connected_components: A: [[0 0 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 0 0 0 1 0 0 0 0 0], [0 0 0 1 1 0 0 0 1 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 1 1 0 0 0 0], [0 0 0 0 1 0 0 0 1 0], [1 0 0 0 0 0 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9] trace | scc_id:
[0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 7 8 9], [0 1 2 3 4 5 6 5 8 9], [0 1 2 3 4 5 6 5 8 9], [0 1 2 3 4 5 6 5 8 9], [0 1 2 3 4 5 6 5 8 9], [0 1 2 3 4 5 6 5 8 9], [0 1 2 3 4 5 6 5 8 9], [0 1 2 3 4 5 6 5 8 9], [0 1 2 3 4 5 6 5 8 9], [0 1 2 4 4 5 6 5 8 9], [0 1 2 4 4 5 6 5 8 9], [0 1 2 4 4 5 6 5 4 9], [0 1 2 4 4 5 6 5 4 9], [0 1 2 4 4 5 6 5 4 9], [0 1 2 4 4 5 6 5 4 9], [0 1 2 4 4 5 6 5 4 9], [0 1 2 4 4 5 1 5 4 9], [0 1 2 4 4 5 1 5 4 9], [0 1 2 4 4 5 1 5 4 9], [0 1 2 4 4 5 1 5 4 9], [0 1 2 4 4 5 1 5 4 9], [0 1 2 4 4 5 1 5 4 0] | [0 1 2 4 4 5 1 5 4 0]
strongly_connected_components
bellman_ford: s: 5, A: [[0 0.525 0 0.761 0 0 0 0 0.758 0], [0.525 0 0 0 0 0.338 0 0 0 0], [0 0 0.147 0 0 0 0 0.858 0 0.402], [0.761 0 0 0 0 0 0 0 0 0.577], [0 0 0 0 0 0.584 0 0.791 0.584 0], [0 0.338 0 0 0.584 0 0 0 0 0], [0 0 0 0 0 0 0.536 0 0.438 0], [0 0 0.858 0 0.791 0 0 0.089 0 0.305], [0.758 0 0 0 0.584 0 0.438 0 0 0], [0 0 0.402 0.577 0 0 0 0.305 0 0.325]], initial_trace: [0 1 2 3 4 5 6 7 8 9] trace | pi:
[0 5 2 3 5 5 6 7 8 9], [1 5 2 3 5 5 6 4 4 9], [1 5 7 0 5 5 8 4 4 7] | [1 5 9 0 5 5 8 4 4 7]
bellman_ford
task_scheduling: d: [6 9 18 18 20 25 14 7 23 4 25 6 1 15 9 7 1 9 25 23 27 22 2 19 8 7 1 3], w: [0.808 0.894 0.377 0.534 0.293 0.841 0.926 0.633 0.114 0.189 0.981 0.076 0.948 0.992 0.024 0.769 0.7 0.073 0.519 0.669 0.423 0.332 0.289 0.69 0.679 0.302 0.057 0.024], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | selected:
[0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 0 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 1 0 0 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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 1 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 1 0 0 0 1 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 1 0 0 0 1 1 0 0 0 1 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0], [1 1 0 0 0 1 1 0 0 0 1 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0], [1 1 0 0 0 1 1 0 0 0 1 0 0 1 0 1 0 0 0 0 0 0 0 1 0 0 0 0], [1 1 0 0 0 1 1 0 0 0 1 0 0 1 0 1 0 0 0 0 0 0 0 1 0 0 0 0], [1 1 0 0 0 1 1 0 0 0 1 0 0 1 0 1 0 0 0 1 0 0 0 1 0 0 0 0], [1 1 0 0 0 1 1 0 0 0 1 0 0 1 0 1 0 0 0 1 0 0 0 1 0 0 0 0], [1 1 0 1 0 1 1 0 0 0 1 0 0 1 0 1 0 0 0 1 0 0 0 1 0 0 0 0], [1 1 0 1 0 1 1 0 0 0 1 0 0 1 0 1 0 0 1 1 0 0 0 1 0 0 0 0], [1 1 0 1 0 1 1 0 0 0 1 0 0 1 0 1 0 0 1 1 1 0 0 1 0 0 0 0], [1 1 1 1 0 1 1 0 0 0 1 0 0 1 0 1 0 0 1 1 1 0 0 1 0 0 0 0], [1 1 1 1 0 1 1 0 0 0 1 0 0 1 0 1 0 0 1 1 1 1 0 1 0 0 0 0], [1 1 1 1 0 1 1 0 0 0 1 0 0 1 0 1 0 0 1 1 1 1 0 1 0 0 0 0], [1 1 1 1 1 1 1 0 0 0 1 0 0 1 0 1 0 0 1 1 1 1 0 1 0 0 0 0], [1 1 1 1 1 1 1 0 0 0 1 0 0 1 0 1 0 0 1 1 1 1 0 1 0 0 0 0], [1 1 1 1 1 1 1 0 0 0 1 0 0 1 0 1 0 0 1 1 1 1 0 1 0 0 0 0], [1 1 1 1 1 1 1 0 1 0 1 0 0 1 0 1 0 0 1 1 1 1 0 1 0 0 0 0], [1 1 1 1 1 1 1 0 1 0 1 0 0 1 0 1 0 0 1 1 1 1 0 1 0 0 0 0], [1 1 1 1 1 1 1 0 1 0 1 0 0 1 0 1 0 0 1 1 1 1 0 1 0 0 0 0], [1 1 1 1 1 1 1 0 1 0 1 0 0 1 0 1 0 0 1 1 1 1 0 1 0 0 0 0], [1 1 1 1 1 1 1 0 1 0 1 0 0 1 0 1 0 0 1 1 1 1 0 1 0 0 0 0] | [1 1 1 1 1 1 1 0 1 0 1 0 0 1 0 1 0 0 1 1 1 1 0 1 0 0 0 0]
task_scheduling
quicksort: key: [0.292 0.669 0.387 0.923 0.517], initial_trace: [0.292 0.669 0.387 0.923 0.517] trace | pred:
[0.292 0.669 0.387 0.923 0.517], [0.292 0.387 0.669 0.923 0.517], [0.292 0.387 0.669 0.923 0.517], [0.292 0.387 0.517 0.923 0.669], [0.292 0.387 0.517 0.923 0.669], [0.292 0.387 0.517 0.923 0.669], [0.292 0.387 0.517 0.923 0.669] | [0.292 0.387 0.517 0.669 0.923]
quicksort
bfs: s: 4, A: [[0 0 1 0 0], [0 1 0 1 0], [1 0 1 0 1], [0 1 0 0 0], [0 0 1 0 0]], initial_trace: [0 1 2 3 4] trace | pi:
[0 1 4 3 4] | [2 1 4 3 4]
bfs
mst_prim: s: 11, A: [[0 0 0 0 0 0 0 0 0 0.509 0 0 0 0 0.496 0.62 0.483 0 0.534 0.517 0 0 0], [0 0 0 0.318 0 0 0 0 0.2 0 0 0 0.283 0 0 0 0 0 0 0 0 0 0], [0 0 0.191 0 0 0 0.334 0 0 0 0 0 0 0 0 0 0 0 0 0 0.244 0.448 0.245], [0 0.318 0 0.47 0 0.306 0 0 0 0 0 0 0 0 0 0 0 0.824 0.298 0.126 0 0.486 0], [0 0 0 0 0 0 0 0 0.346 0 0 0.057 0 0.43 0 0 0.241 0.258 0 0.621 0.208 0 0], [0 0 0 0.306 0 0.619 0 0 0 0 0 0 0.528 0 0 0.723 0 0 0 0 0.701 0 0.111], [0 0 0.334 0 0 0 0.617 0 0 0 0.333 0 0 0.132 0 0.356 0 0 0.493 0 0 0 0.397], [0 0 0 0 0 0 0 0 0.6 0 0 0.519 0 0 0.076 0 0 0 0 0 0 0 0], [0 0.2 0 0 0.346 0 0 0.6 0.57 0 0 0 0 0.668 0 0 0 0 0 0 0 0 0], [0.509 0 0 0 0 0 0 0 0 0 0 0.159 0.933 0 0.304 0 0.191 0 0 0 0 0.092 0.376], [0 0 0 0 0 0 0.333 0 0 0 0 0 0.312 0.721 0 0 0 0 0.348 0 0 0 0], [0 0 0 0 0.057 0 0 0.519 0 0.159 0 0 0 0 0 0.524 0.229 0 0 0 0 0 0], [0 0.283 0 0 0 0.528 0 0 0 0.933 0.312 0 0.819 0 0 0 0 0.216 0 0 0 0.527 0.449], [0 0 0 0 0.43 0 0.132 0 0.668 0 0.721 0 0 0.36 0 0.402 0 0.606 0 0.561 0 0.702 0], [0.496 0 0 0 0 0 0 0.076 0 0.304 0 0 0 0 0 0 0 0 0 0 0.746 0 0.458], [0.62 0 0 0 0 0.723 0.356 0 0 0 0 0.524 0 0.402 0 0.702 0 0.185 0 0 0.492 0 0], [0.483 0 0 0 0.241 0 0 0 0 0.191 0 0.229 0 0 0 0 0.23 0 0 0 0.367 0 0], [0 0 0 0.824 0.258 0 0 0 0 0 0 0 0.216 0.606 0 0.185 0 0 0 0 0.637 0 0], [0.534 0 0 0.298 0 0 0.493 0 0 0 0.348 0 0 0 0 0 0 0 0.05 0 0 0.734 0.335], [0.517 0 0 0.126 0.621 0 0 0 0 0 0 0 0 0.561 0 0 0 0 0 0.709 0.515 0 0], [0 0 0.244 0 0.208 0.701 0 0 0 0 0 0 0 0 0.746 0.492 0.367 0.637 0 0.515 0 0 0], [0 0 0.448 0.486 0 0 0 0 0 0.092 0 0 0.527 0.702 0 0 0 0 0.734 0 0 0 0.45], [0 0 0.245 0 0 0.111 0.397 0 0 0.376 0 0 0.449 0 0.458 0 0 0 0.335 0 0 0.45 0.585]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22] trace | pi:
[0 1 2 3 11 5 6 11 8 11 10 11 12 13 14 11 11 17 18 19 20 21 22], [0 1 2 3 11 5 6 11 4 11 10 11 12 4 14 11 11 4 18 4 4 21 22], [9 1 2 3 11 5 6 11 4 11 10 11 9 4 9 11 9 4 18 4 4 9 9], [9 1 21 21 11 5 6 11 4 11 10 11 21 4 9 11 9 4 21 4 4 9 9], [16 1 21 21 11 5 6 11 4 11 10 11 21 4 9 11 9 4 21 4 4 9 9], [16 1 20 21 11 20 6 11 4 11 10 11 21 4 9 20 9 4 21 20 4 9 9], [16 1 20 21 11 20 2 11 4 11 10 11 21 4 9 20 9 4 21 20 4 9 2], [16 1 20 21 11 22 2 11 4 11 10 11 22 4 9 20 9 4 22 20 4 9 2], [16 1 20 5 11 22 2 11 4 11 10 11 22 4 9 20 9 4 22 20 4 9 2], [16 1 20 5 11 22 2 11 4 11 10 11 17 4 9 17 9 4 22 20 4 9 2], [16 1 20 5 11 22 2 11 4 11 10 11 17 15 9 17 9 4 22 20 4 9 2], [16 12 20 5 11 22 2 11 4 11 12 11 17 15 9 17 9 4 22 20 4 9 2], [16 12 20 5 11 22 2 11 1 11 12 11 17 15 9 17 9 4 22 20 4 9 2], [16 12 20 5 11 22 2 11 1 11 12 11 17 15 9 17 9 4 22 20 4 9 2], [16 12 20 5 11 22 2 14 1 11 12 11 17 15 9 17 9 4 22 20 4 9 2], [16 12 20 5 11 22 2 14 1 11 12 11 17 15 9 17 9 4 22 20 4 9 2], [16 12 20 5 11 22 2 14 1 11 12 11 17 15 9 17 9 4 3 3 4 9 2], [16 12 20 5 11 22 2 14 1 11 12 11 17 15 9 17 9 4 3 3 4 9 2], [16 12 20 5 11 22 2 14 1 11 12 11 17 15 9 17 9 4 3 3 4 9 2], [16 12 20 5 11 22 10 14 1 11 12 11 17 15 9 17 9 4 3 3 4 9 2], [16 12 20 5 11 22 10 14 1 11 12 11 17 6 9 17 9 4 3 3 4 9 2], [16 12 20 5 11 22 10 14 1 11 12 11 17 6 9 17 9 4 3 3 4 9 2] | [16 12 20 5 11 22 10 14 1 11 12 11 17 6 9 17 9 4 3 3 4 9 2]
mst_prim
kmp_matcher: string: [0 0 0 1], key: [1 3 2 1], initial_trace: 0 trace | s:
| 0
kmp_matcher
optimal_bst: p: [0.044 0.063 0.09 0.055 0], q: [0.069 0.187 0.131 0.204 0.157], initial_trace: [[0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0]] trace | root:
[[0 0 0 0 0], [0 0 1 0 0], [0 0 0 2 0], [0 0 0 0 3], [0 0 0 0 0]], [[0 0 1 0 0], [0 0 1 2 0], [0 0 0 2 2], [0 0 0 0 3], [0 0 0 0 0]], [[0 0 1 1 0], [0 0 1 2 2], [0 0 0 2 2], [0 0 0 0 3], [0 0 0 0 0]] | [[0 0 1 1 2], [0 0 1 2 2], [0 0 0 2 2], [0 0 0 0 3], [0 0 0 0 0]]
optimal_bst
lcs_length: string: [0 0 0 1 1], key: [0 3 2 0 3], initial_trace: [[-1 -1 -1 0 2], [-1 -1 -1 1 0], [-1 -1 -1 1 0], [-1 -1 -1 -1 -1], [-1 -1 -1 -1 -1]] trace | b:
[[-1 -1 -1 0 2], [-1 -1 -1 1 0], [-1 -1 -1 1 2], [-1 -1 -1 -1 -1], [-1 -1 -1 -1 -1]] | [[-1 -1 -1 0 2], [-1 -1 -1 1 0], [-1 -1 -1 1 1], [-1 -1 -1 -1 -1], [-1 -1 -1 -1 -1]]
lcs_length
bellman_ford: s: 4, A: [[0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0.201 0.375], [0 0 0 0.375 0.305]], initial_trace: [0 1 2 3 4] trace | pi:
| [0 1 2 4 4]
bellman_ford
binary_search: key: [0.071 0.107 0.142 0.166 0.264 0.399 0.525 0.577 0.65 0.725 0.764 0.805 0.918 0.946 0.954], target: 0.580, initial_trace: (0, 14) trace | (low, high):
(8, 14), (8, 11), (8, 9) | (8, 8)
binary_search
floyd_warshall: A: [[0.827 0 0 0], [0 0 0 0.243], [0 0 0 0.73], [0 0.243 0.73 0]], initial_trace: [[0 0 0 0], [1 1 1 1], [2 2 2 2], [3 3 3 3]] trace | Pi:
[[0 0 0 0], [1 1 1 1], [2 2 2 2], [3 3 3 3]], [[0 0 0 0], [1 1 1 1], [2 2 2 2], [3 3 3 3]] | [[0 0 0 0], [1 1 3 1], [2 3 2 2], [3 3 3 3]]
floyd_warshall
binary_search: key: [0.203 0.292 0.292 0.36 0.362 0.395 0.407 0.536 0.562 0.621 0.631 0.638 0.666 0.677 0.695 0.7 0.743 0.891 0.902 0.933 0.935 0.971 0.991], target: 0.651, initial_trace: (0, 22) trace | (low, high):
(12, 22), (12, 17), (12, 14), (12, 13) | (12, 12)
binary_search
heapsort: key: [0.441 0.405 0.691 0.572], initial_trace: [0.441 0.405 0.691 0.572] trace | pred:
[0.441 0.405 0.691 0.572], [0.441 0.405 0.691 0.572], [0.441 0.572 0.691 0.405], [0.441 0.572 0.691 0.405], [0.691 0.572 0.441 0.405], [0.691 0.572 0.441 0.405], [0.405 0.572 0.441 0.691], [0.572 0.405 0.441 0.691], [0.572 0.405 0.441 0.691], [0.441 0.405 0.572 0.691], [0.441 0.405 0.572 0.691], [0.405 0.441 0.572 0.691] | [0.405 0.441 0.572 0.691]
heapsort
dijkstra: s: 12, A: [[0.064 0 0 0 0 0 0 0 0 0 0 0.958 0.401 0 0 0 0.621 0 0], [0 0 0 0.731 0 0 0.175 0 0.19 0 0 0.468 0 0 0 0 0.184 0 0.679], [0 0 0 0 0 0 0 0 0 0.754 0 0 0 0 0.359 0 0 0 0.406], [0 0.731 0 0.395 0.392 0.519 0.423 0 0.839 0 0 0 0 0 0 0 0 0 0], [0 0 0 0.392 0 0 0 0.896 0 0 0 0.655 0 0 0 0.47 0 0 0], [0 0 0 0.519 0 0 0.55 0 0.601 0 0 0.696 0 0 0 0 0.81 0 0], [0 0.175 0 0.423 0 0.55 0.106 0.706 0 0.424 0.705 0 0 0 0.277 0 0 0.768 0], [0 0 0 0 0.896 0 0.706 0 0 0.272 0 0 0 0 0.295 0.802 0.547 0 0], [0 0.19 0 0.839 0 0.601 0 0 0 0 0 0.729 0.211 0 0 0 0 0 0], [0 0 0.754 0 0 0 0.424 0.272 0 0.808 0 0 0 0.397 0 0 0 0 0], [0 0 0 0 0 0 0.705 0 0 0 0 0 0 0 0 0.182 0 0.188 0.484], [0.958 0.468 0 0 0.655 0.696 0 0 0.729 0 0 0 0 0.353 0.199 0 0 0 0], [0.401 0 0 0 0 0 0 0 0.211 0 0 0 0.032 0 0 0.59 0 0 0.554], [0 0 0 0 0 0 0 0 0 0.397 0 0.353 0 0.415 0 0.834 0 0 0], [0 0 0.359 0 0 0 0.277 0.295 0 0 0 0.199 0 0 0 0 0.616 0 0], [0 0 0 0 0.47 0 0 0.802 0 0 0.182 0 0.59 0.834 0 0.586 0 0.534 0], [0.621 0.184 0 0 0 0.81 0 0.547 0 0 0 0 0 0 0.616 0 0 0.175 0.045], [0 0 0 0 0 0 0.768 0 0 0 0.188 0 0 0 0 0.534 0.175 0.764 0], [0 0.679 0.406 0 0 0 0 0 0 0 0.484 0 0.554 0 0 0 0.045 0 0.436]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18] trace | pi:
[12 1 2 3 4 5 6 7 12 9 10 11 12 13 14 12 16 17 12], [12 8 2 8 4 8 6 7 12 9 10 8 12 13 14 12 16 17 12], [12 8 2 8 4 8 6 7 12 9 10 8 12 13 14 12 0 17 12], [12 8 2 8 4 8 1 7 12 9 10 1 12 13 14 12 1 17 12], [12 8 18 8 4 8 1 7 12 9 18 1 12 13 14 12 1 17 12], [12 8 18 6 4 8 1 6 12 6 18 1 12 13 6 12 1 6 12], [12 8 18 6 4 8 1 16 12 6 18 1 12 13 6 12 1 16 12], [12 8 18 6 15 8 1 16 12 6 15 1 12 15 6 12 1 16 12], [12 8 18 6 15 8 1 16 12 6 15 1 12 15 6 12 1 16 12], [12 8 18 6 15 8 1 16 12 6 15 1 12 15 6 12 1 16 12], [12 8 18 6 15 8 1 16 12 6 15 1 12 15 6 12 1 16 12], [12 8 18 6 15 8 1 16 12 6 15 1 12 15 6 12 1 16 12], [12 8 18 6 15 8 1 16 12 6 15 1 12 11 6 12 1 16 12], [12 8 18 6 15 8 1 16 12 6 15 1 12 11 6 12 1 16 12], [12 8 18 6 15 8 1 16 12 6 15 1 12 11 6 12 1 16 12], [12 8 18 6 15 8 1 16 12 6 15 1 12 11 6 12 1 16 12], [12 8 18 6 15 8 1 16 12 6 15 1 12 11 6 12 1 16 12], [12 8 18 6 15 8 1 16 12 6 15 1 12 11 6 12 1 16 12] | [12 8 18 6 15 8 1 16 12 6 15 1 12 11 6 12 1 16 12]
dijkstra
dfs: A: [[0 0 1 1 0 0 0 1 0 1 0 1 1 1 0 0 1 1 1], [1 1 1 0 1 1 0 0 0 0 0 1 0 1 0 0 1 1 0], [0 0 0 1 1 0 0 1 1 1 0 0 1 1 1 0 0 0 0], [0 1 1 1 0 1 0 1 1 0 1 0 1 0 0 1 0 1 1], [1 1 0 1 1 1 0 0 1 0 0 1 0 0 1 1 1 1 0], [1 0 0 1 0 1 0 1 1 1 1 1 1 1 1 1 1 0 1], [0 1 1 1 1 1 0 1 1 0 0 1 1 1 0 0 1 0 1], [1 0 0 1 1 1 1 0 1 0 0 1 1 1 1 0 1 1 1], [1 0 0 0 0 1 1 0 0 0 1 1 1 1 1 1 0 0 0], [0 1 1 1 1 0 1 0 1 1 1 0 0 1 0 1 1 0 0], [1 0 0 0 1 1 0 0 0 1 1 0 1 0 1 1 1 0 1], [0 1 1 1 1 1 0 1 1 1 0 0 0 0 0 1 0 0 1], [0 0 1 0 0 1 1 1 0 1 1 0 0 0 1 1 0 1 0], [1 0 1 1 1 1 1 1 1 1 1 0 1 0 1 0 0 1 0], [0 0 0 1 1 1 0 0 0 1 1 0 1 1 0 0 0 0 1], [1 1 0 1 1 1 0 0 0 1 1 0 1 1 1 0 1 1 1], [1 0 1 1 0 0 0 1 0 1 0 0 1 0 1 0 1 1 1], [1 1 0 0 1 1 0 0 0 1 1 1 0 0 1 0 0 1 1], [0 1 0 1 1 0 1 1 1 1 1 1 1 1 0 0 0 0 1]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18] trace | pi:
[0 1 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 1 0 2 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 1 0 2 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 3 0 2 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 3 0 2 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 3 0 2 1 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 3 0 2 1 5 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 3 0 2 1 4 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 3 0 2 1 4 6 7 8 9 10 11 12 13 14 15 16 17 18], [0 3 0 2 1 4 6 5 8 9 10 11 12 13 14 15 16 17 18], [0 3 0 2 1 4 6 5 8 9 10 11 12 13 14 15 16 17 18], [0 3 0 2 1 4 7 5 8 9 10 11 12 13 14 15 16 17 18], [0 3 0 2 1 4 7 5 8 9 10 11 12 13 14 15 16 17 18], [0 3 0 2 1 4 7 5 6 9 10 11 12 13 14 15 16 17 18], [0 3 0 2 1 4 7 5 6 9 10 11 12 13 14 15 16 17 18], [0 3 0 2 1 4 7 5 6 9 8 11 12 13 14 15 16 17 18], [0 3 0 2 1 4 7 5 6 9 8 11 12 13 14 15 16 17 18], [0 3 0 2 1 4 7 5 6 10 8 11 12 13 14 15 16 17 18], [0 3 0 2 1 4 7 5 6 10 8 11 12 13 14 15 16 17 18], [0 3 0 2 1 4 7 5 6 10 8 11 12 9 14 15 16 17 18], [0 3 0 2 1 4 7 5 6 10 8 11 12 9 14 15 16 17 18], [0 3 0 2 1 4 7 5 6 10 8 11 13 9 14 15 16 17 18], [0 3 0 2 1 4 7 5 6 10 8 11 13 9 14 15 16 17 18], [0 3 0 2 1 4 7 5 6 10 8 11 13 9 12 15 16 17 18], [0 3 0 2 1 4 7 5 6 10 8 11 13 9 12 15 16 17 18], [0 3 0 2 1 4 7 5 6 10 8 11 13 9 12 15 16 17 14], [0 3 0 2 1 4 7 5 6 10 8 11 13 9 12 15 16 17 14], [0 3 0 2 1 4 7 5 6 10 8 18 13 9 12 15 16 17 14], [0 3 0 2 1 4 7 5 6 10 8 18 13 9 12 15 16 17 14], [0 3 0 2 1 4 7 5 6 10 8 18 13 9 12 11 16 17 14], [0 3 0 2 1 4 7 5 6 10 8 18 13 9 12 11 16 17 14], [0 3 0 2 1 4 7 5 6 10 8 18 13 9 12 11 15 17 14], [0 3 0 2 1 4 7 5 6 10 8 18 13 9 12 11 15 17 14], [0 3 0 2 1 4 7 5 6 10 8 18 13 9 12 11 15 16 14], [0 3 0 2 1 4 7 5 6 10 8 18 13 9 12 11 15 16 14], [0 3 0 2 1 4 7 5 6 10 8 18 13 9 12 11 15 16 14], [0 3 0 2 1 4 7 5 6 10 8 18 13 9 12 11 15 16 14], [0 3 0 2 1 4 7 5 6 10 8 18 13 9 12 11 15 16 14], [0 3 0 2 1 4 7 5 6 10 8 18 13 9 12 11 15 16 14], [0 3 0 2 1 4 7 5 6 10 8 18 13 9 12 11 15 16 14], [0 3 0 2 1 4 7 5 6 10 8 18 13 9 12 11 15 16 14], [0 3 0 2 1 4 7 5 6 10 8 18 13 9 12 11 15 16 14], [0 3 0 2 1 4 7 5 6 10 8 18 13 9 12 11 15 16 14], [0 3 0 2 1 4 7 5 6 10 8 18 13 9 12 11 15 16 14], [0 3 0 2 1 4 7 5 6 10 8 18 13 9 12 11 15 16 14], [0 3 0 2 1 4 7 5 6 10 8 18 13 9 12 11 15 16 14], [0 3 0 2 1 4 7 5 6 10 8 18 13 9 12 11 15 16 14], [0 3 0 2 1 4 7 5 6 10 8 18 13 9 12 11 15 16 14], [0 3 0 2 1 4 7 5 6 10 8 18 13 9 12 11 15 16 14], [0 3 0 2 1 4 7 5 6 10 8 18 13 9 12 11 15 16 14], [0 3 0 2 1 4 7 5 6 10 8 18 13 9 12 11 15 16 14], [0 3 0 2 1 4 7 5 6 10 8 18 13 9 12 11 15 16 14], [0 3 0 2 1 4 7 5 6 10 8 18 13 9 12 11 15 16 14] | [0 3 0 2 1 4 7 5 6 10 8 18 13 9 12 11 15 16 14]
dfs
bfs: s: 2, A: [[0 0 0 0 0 1 1 0 0 1], [0 1 0 0 0 0 0 0 0 1], [0 0 1 0 1 1 0 0 0 1], [0 0 0 1 0 1 0 0 0 1], [0 0 1 0 1 1 0 0 1 1], [1 0 1 1 1 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0], [1 1 1 1 1 0 1 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9] trace | pi:
[0 1 2 3 2 2 6 7 8 2] | [5 9 2 5 2 2 9 7 4 2]
bfs
heapsort: key: [0.104 0.649 0.172 0.928 0.376], initial_trace: [0.104 0.649 0.172 0.928 0.376] trace | pred:
[0.104 0.649 0.172 0.928 0.376], [0.104 0.649 0.172 0.928 0.376], [0.104 0.649 0.172 0.928 0.376], [0.104 0.928 0.172 0.649 0.376], [0.104 0.928 0.172 0.649 0.376], [0.928 0.104 0.172 0.649 0.376], [0.928 0.649 0.172 0.104 0.376], [0.928 0.649 0.172 0.104 0.376], [0.376 0.649 0.172 0.104 0.928], [0.649 0.376 0.172 0.104 0.928], [0.649 0.376 0.172 0.104 0.928], [0.104 0.376 0.172 0.649 0.928], [0.376 0.104 0.172 0.649 0.928], [0.376 0.104 0.172 0.649 0.928], [0.172 0.104 0.376 0.649 0.928], [0.172 0.104 0.376 0.649 0.928], [0.104 0.172 0.376 0.649 0.928] | [0.104 0.172 0.376 0.649 0.928]
heapsort