Datasets:

question
stringlengths
65
3.42k
answer
stringlengths
3
5.8k
algo_name
stringclasses
30 values
bfs: s: 3, A: [[1 1 0 0 0 0 0 1 0 0 0], [1 0 0 0 1 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 1], [0 0 0 1 0 0 0 1 0 0 0], [0 1 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 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 1 1], [0 0 0 0 0 0 0 1 1 1 0], [0 0 1 0 0 0 0 0 1 0 1]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10] trace | pi:
[0 1 2 3 4 5 6 3 8 9 10], [7 1 2 3 7 5 6 3 7 7 10], [7 0 2 3 7 5 6 3 7 7 8] | [7 0 10 3 7 5 6 3 7 7 8]
bfs
activity_selector: s: [0.865 0.017 0.504 0.295], f: [0.904 0.425 0.554 0.604], initial_trace: [0 0 0 0] trace | selected:
[0 1 0 0], [0 1 1 0], [0 1 1 0] | [1 1 1 0]
activity_selector
dfs: A: [[0 0 0 1], [1 1 1 0], [0 0 0 0], [0 0 1 0]], initial_trace: [0 1 2 3] trace | pi:
[0 1 2 3], [0 1 2 0], [0 1 2 0], [0 1 3 0], [0 1 3 0], [0 1 3 0], [0 1 3 0], [0 1 3 0], [0 1 3 0], [0 1 3 0] | [0 1 3 0]
dfs
find_maximum_subarray_kadane: key: [-0.927 0.74 0.61 0.531 -0.063 0.356 -0.177 -0.616 -0.218 0.574 0.604 0.922 0.775 0.364 0.042], initial_trace: (0, 0) trace | (best_low, best_high):
(1, 1), (1, 2), (1, 3), (1, 3), (1, 5), (1, 5), (1, 5), (1, 5), (1, 5), (1, 10), (1, 11), (1, 12), (1, 13) | (1, 14)
find_maximum_subarray_kadane
bubble_sort: key: [0.32 0.725 0.359 0.811], initial_trace: [0.32 0.725 0.359 0.811] trace | pred:
[0.32 0.725 0.359 0.811], [0.32 0.359 0.725 0.811], [0.32 0.359 0.725 0.811], [0.32 0.359 0.725 0.811], [0.32 0.359 0.725 0.811] | [0.32 0.359 0.725 0.811]
bubble_sort
find_maximum_subarray_kadane: key: [0.777 0.603 0.012 0.612 0.843], initial_trace: (0, 0) trace | (best_low, best_high):
(0, 1), (0, 2), (0, 3) | (0, 4)
find_maximum_subarray_kadane
dijkstra: s: 5, A: [[0.381 0 0 0 0 0.53 0 0.084 0 0.788 0.261], [0 0 0 0.395 0 0 0 0 0 0.722 0.044], [0 0 0.129 0.686 0.307 0 0 0 0 0 0], [0 0.395 0.686 0 0 0 0 0 0.35 0 0.764], [0 0 0.307 0 0.032 0 0 0 0 0.181 0], [0.53 0 0 0 0 0.143 0 0.638 0 0.417 0], [0 0 0 0 0 0 0.856 0 0 0 0], [0.084 0 0 0 0 0.638 0 0.712 0 0 0], [0 0 0 0.35 0 0 0 0 0 0 0.414], [0.788 0.722 0 0 0.181 0.417 0 0 0 0.484 0], [0.261 0.044 0 0.764 0 0 0 0 0.414 0 0.334]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10] trace | pi:
[5 1 2 3 4 5 6 5 8 5 10], [5 9 2 3 9 5 6 5 8 5 10], [5 9 2 3 9 5 6 0 8 5 0], [5 9 4 3 9 5 6 0 8 5 0], [5 9 4 3 9 5 6 0 8 5 0], [5 10 4 10 9 5 6 0 10 5 0], [5 10 4 1 9 5 6 0 10 5 0], [5 10 4 1 9 5 6 0 10 5 0], [5 10 4 1 9 5 6 0 10 5 0] | [5 10 4 1 9 5 6 0 10 5 0]
dijkstra
naive_string_matcher: string: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1], key: [3 1 2 2 1 1 3 1 1 2 3 1 1 3 0 2 2 0 0 0 2 2 0 1 1 3 1 1], initial_trace: 0 trace | s:
1, 1, 2, 3, 4, 4, 4, 4 | 4
naive_string_matcher
matrix_chain_order: p: [0.208 0.132 0.034 0.049 0.714], initial_trace: [[0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0]] trace | s:
[[0 0 0 0 0], [0 0 1 0 0], [0 0 0 2 0], [0 0 0 0 3], [0 0 0 0 0]] | [[0 0 0 0 0], [0 0 1 2 2], [0 0 0 2 2], [0 0 0 0 3], [0 0 0 0 0]]
matrix_chain_order
optimal_bst: p: [0.14 0.118 0.052 0.155 0], q: [0.177 0.019 0.17 0.013 0.156], initial_trace: [[0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0]] trace | root:
[[0 0 0 0 0], [0 0 1 0 0], [0 0 0 2 0], [0 0 0 0 3], [0 0 0 0 0]], [[0 0 0 0 0], [0 0 1 1 0], [0 0 0 2 3], [0 0 0 0 3], [0 0 0 0 0]], [[0 0 0 1 0], [0 0 1 1 3], [0 0 0 2 3], [0 0 0 0 3], [0 0 0 0 0]] | [[0 0 0 1 1], [0 0 1 1 3], [0 0 0 2 3], [0 0 0 0 3], [0 0 0 0 0]]
optimal_bst
dag_shortest_paths: s: 10, A: [[0 0 0 0 0 0 0 0 0 0 0], [0.727 0 0.449 0 0.0211 0 0 0 0 0 0], [0 0 0 0 0.691 0 0 0 0 0 0], [0.537 0.956 0 0 0 0 0 0.504 0.506 0 0.193], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0.633 0 0.652 0 0 0 0.435 0 0], [0.38 0.951 0 0 0.798 0 0 0 0 0 0], [0 0.897 0.342 0 0.433 0.142 0 0 0 0 0], [0.139 0 0 0 0 0 0 0 0 0 0], [0.0933 0 0 0 0 0 0 0.544 0.944 0 0.829], [0.806 0.148 0.902 0 0 0.0485 0 0 0.747 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], [10 10 10 3 4 10 6 7 10 9 10], [10 10 5 3 5 10 6 7 5 9 10], [8 10 5 3 5 10 6 7 5 9 10], [8 10 1 3 1 10 6 7 5 9 10], [8 10 1 3 1 10 6 7 5 9 10] | [8 10 1 3 1 10 6 7 5 9 10]
dag_shortest_paths
graham_scan: x: [-0.296 -1.77 0.378 -0.118 0.187 1.2 1.64 -0.761 -0.17 -1.72 1.64 1.29 -1.15 -0.028 -1.27 -0.33 0.753 0.831 1.05 1.48 -0.761 0.699 -0.262 0.97 -0.648 -1.31 -0.742 0.851 -1.46 -1.8 -1.04], y: [-1.84 0.88 0.634 -1.8 1.93 -0.972 -0.437 1.67 0.514 -0.414 0.859 -1.52 1.4 -0.765 -0.932 0.403 -0.95 1.2 -0.347 0.114 1.76 0.903 -0.45 1.69 -1.56 0.709 0.708 -0.199 1.25 0.356 0.827], 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:
[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 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 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], [1 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 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], [1 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0], [1 0 0 0 0 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 1 0 0 0 1 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 1 0 0 0 1 1 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 1 0 0 0 1 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0], [1 0 1 0 0 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0], [1 0 1 0 0 0 1 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0], [1 0 1 0 0 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0], [1 0 0 0 0 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0], [1 0 0 0 1 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0], [1 0 0 0 1 0 1 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0], [1 0 0 0 1 0 1 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0], [1 0 0 0 1 0 1 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0], [1 0 0 0 1 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0], [1 0 0 0 1 0 1 0 0 0 1 1 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0], [1 0 0 0 1 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0], [1 0 0 0 1 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0], [1 0 0 0 1 0 1 1 0 0 1 1 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0], [1 0 0 0 1 0 1 1 0 0 1 1 0 0 0 0 0 0 0 0 1 0 0 1 0 0 1 0 0 0 0], [1 0 0 0 1 0 1 1 0 0 1 1 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0], [1 0 0 0 1 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0], [1 0 0 0 1 0 1 0 0 0 1 1 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0], [1 0 0 0 1 0 1 0 0 0 1 1 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1], [1 0 0 0 1 0 1 0 0 0 1 1 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0], [1 0 0 0 1 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0], [1 0 0 0 1 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 1 0 0], [1 0 0 0 1 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0 1 0 0 1 0 1 0 0 1 0 0], [1 0 0 0 1 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 1 0 0], [1 1 0 0 1 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 1 0 0], [1 1 0 0 1 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 1 1 0], [1 1 0 0 1 0 1 0 0 1 1 1 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 1 1 0], [1 1 0 0 1 0 1 0 0 1 1 1 0 0 1 0 0 0 0 0 1 0 0 1 0 0 0 0 1 1 0] | [1 1 0 0 1 0 1 0 0 1 1 1 0 0 1 0 0 0 0 0 1 0 0 1 1 0 0 0 1 1 0]
graham_scan
heapsort: key: [0.724 0.731 0.646 0.882 0.917], initial_trace: [0.724 0.731 0.646 0.882 0.917] trace | pred:
[0.724 0.731 0.646 0.882 0.917], [0.724 0.731 0.646 0.882 0.917], [0.724 0.731 0.646 0.882 0.917], [0.724 0.917 0.646 0.882 0.731], [0.724 0.917 0.646 0.882 0.731], [0.917 0.724 0.646 0.882 0.731], [0.917 0.882 0.646 0.724 0.731], [0.917 0.882 0.646 0.724 0.731], [0.731 0.882 0.646 0.724 0.917], [0.882 0.731 0.646 0.724 0.917], [0.882 0.731 0.646 0.724 0.917], [0.724 0.731 0.646 0.882 0.917], [0.731 0.724 0.646 0.882 0.917], [0.731 0.724 0.646 0.882 0.917], [0.646 0.724 0.731 0.882 0.917], [0.724 0.646 0.731 0.882 0.917], [0.724 0.646 0.731 0.882 0.917], [0.646 0.724 0.731 0.882 0.917] | [0.646 0.724 0.731 0.882 0.917]
heapsort
jarvis_march: x: [-0.759 1.06 1.04 -0.016], y: [1.49 -1.44 -0.426 1.96], initial_trace: [0 0 0 0] trace | in_hull:
[0 1 0 0], [0 1 0 0], [0 1 0 0], [0 1 0 0], [0 1 0 0], [0 1 1 0], [0 1 1 0], [0 1 1 0], [0 1 1 0], [0 1 1 0], [0 1 1 1], [0 1 1 1], [0 1 1 1], [0 1 1 1], [0 1 1 1], [1 1 1 1], [1 1 1 1], [1 1 1 1], [1 1 1 1] | [1 1 1 1]
jarvis_march
strongly_connected_components: A: [[1 0 0 0 0], [0 1 0 0 0], [0 0 1 0 0], [0 0 0 0 0], [0 0 0 0 1]], initial_trace: [0 1 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
bellman_ford: s: 1, A: [[0.169 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0.88 0.287], [0 0 0 0.287 0.376]], initial_trace: [0 1 2 3 4] trace | pi:
| [0 1 2 3 4]
bellman_ford
dijkstra: s: 19, A: [[0.85 0.377 0 0.651 0 0.237 0 0.158 0.271 0 0 0 0 0 0 0 0.578 0 0.368 0 0 0 0 0 0 0 0 0], [0.377 0.778 0.313 0 0 0 0.735 0 0.82 0 0.176 0 0.274 0 0 0 0 0 0 0.553 0 0.249 0 0.638 0 0 0 0], [0 0.313 0.152 0 0.918 0.625 0 0.754 0 0 0 0.511 0 0 0 0 0 0 0 0 0 0 0 0 0 0.606 0 0], [0.651 0 0 0.593 0 0 0 0 0.263 0.419 0.166 0 0 0.343 0 0 0.526 0 0.152 0.471 0 0 0.167 0 0 0 0 0], [0 0 0.918 0 0.706 0 0 0 0 0 0 0 0.145 0 0 0.628 0.115 0 0.106 0 0.563 0 0.092 0.318 0.627 0 0 0], [0.237 0 0.625 0 0 0 0 0 0 0 0 0 0 0.355 0 0 0 0 0 0 0 0.587 0.509 0.662 0 0 0 0.498], [0 0.735 0 0 0 0 0 0 0 0 0 0 0 0.166 0 0 0.544 0 0.639 0.22 0.415 0 0 0 0 0 0.896 0.304], [0.158 0 0.754 0 0 0 0 0.767 0 0.526 0.359 0 0 0 0 0 0 0 0 0 0 0.196 0 0 0.629 0 0 0.832], [0.271 0.82 0 0.263 0 0 0 0 0.334 0 0 0 0.72 0 0.169 0 0.038 0.62 0 0 0.398 0.395 0.883 0 0 0 0 0.042], [0 0 0 0.419 0 0 0 0.526 0 0 0 0.529 0 0 0 0 0 0 0.56 0.539 0.343 0 0 0 0 0.84 0 0], [0 0.176 0 0.166 0 0 0 0.359 0 0 0.254 0 0 0 0.793 0 0.184 0 0 0 0 0 0 0 0 0 0 0.461], [0 0 0.511 0 0 0 0 0 0 0.529 0 0 0.353 0 0.454 0 0 0 0 0 0 0 0.933 0 0 0 0 0.125], [0 0.274 0 0 0.145 0 0 0 0.72 0 0 0.353 0 0 0.74 0.88 0.473 0.699 0.423 0 0 0.442 0 0 0 0 0.377 0], [0 0 0 0.343 0 0.355 0.166 0 0 0 0 0 0 0 0 0.54 0 0 0 0.387 0 0 0 0.527 0 0 0 0], [0 0 0 0 0 0 0 0 0.169 0 0.793 0.454 0.74 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0.628 0 0 0 0 0 0 0 0.88 0.54 0 0 0 0.417 0 0 0 0 0 0 0 0 0 0], [0.578 0 0 0.526 0.115 0 0.544 0 0.038 0 0.184 0 0.473 0 0 0 0 0.282 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0.62 0 0 0 0.699 0 0 0.417 0.282 0 0 0.253 0 0 0 0.676 0.536 0.215 0 0.424], [0.368 0 0 0.152 0.106 0 0.639 0 0 0.56 0 0 0.423 0 0 0 0 0 0.235 0 0.094 0 0 0 0 0.647 0.349 0], [0 0.553 0 0.471 0 0 0.22 0 0 0.539 0 0 0 0.387 0 0 0 0.253 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0.563 0 0.415 0 0.398 0.343 0 0 0 0 0 0 0 0 0.094 0 0 0 0.713 0 0 0.34 0 0], [0 0.249 0 0 0 0.587 0 0.196 0.395 0 0 0 0.442 0 0 0 0 0 0 0 0 0 0 0.485 0.608 0 0 0], [0 0 0 0.167 0.092 0.509 0 0 0.883 0 0 0.933 0 0 0 0 0 0 0 0 0.713 0 0 0 0 0 0 0], [0 0.638 0 0 0.318 0.662 0 0 0 0 0 0 0 0.527 0 0 0 0.676 0 0 0 0.485 0 0.171 0.363 0 0 0], [0 0 0 0 0.627 0 0 0.629 0 0 0 0 0 0 0 0 0 0.536 0 0 0 0.608 0 0.363 0 0 0.144 0.227], [0 0 0.606 0 0 0 0 0 0 0.84 0 0 0 0 0 0 0 0.215 0.647 0 0.34 0 0 0 0 0 0 0], [0 0 0 0 0 0 0.896 0 0 0 0 0 0.377 0 0 0 0 0 0.349 0 0 0 0 0 0.144 0 0 0], [0 0 0 0 0 0.498 0.304 0.832 0.042 0 0.461 0.125 0 0 0 0 0 0.424 0 0 0 0 0 0 0.227 0 0 0.933]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27] trace | pi:
[0 19 2 19 4 5 19 7 8 19 10 11 12 19 14 15 16 19 18 19 20 21 22 23 24 25 26 27], [0 19 2 19 4 5 19 7 8 19 10 11 12 6 14 15 6 19 6 19 6 21 22 23 24 25 6 6], [0 19 2 19 4 5 19 7 17 19 10 11 17 6 14 17 17 19 6 19 6 21 22 17 17 17 6 6], [0 19 2 19 4 13 19 7 17 19 10 11 17 6 14 17 17 19 6 19 6 21 22 13 17 17 6 6], [0 19 25 19 4 13 19 7 17 19 10 11 17 6 14 17 17 19 6 19 6 21 22 13 17 17 6 6], [3 19 25 19 4 13 19 7 3 19 3 11 17 6 14 17 17 19 3 19 6 21 3 13 17 17 6 6], [3 19 25 19 4 13 19 27 27 19 3 27 17 6 14 17 17 19 3 19 6 21 3 13 27 17 6 6], [16 19 25 19 16 13 19 27 27 19 3 27 17 6 14 17 17 19 3 19 6 21 3 13 27 17 6 6], [16 19 25 19 16 13 19 9 27 19 3 27 17 6 14 17 17 19 3 19 6 21 3 13 27 17 6 6], [1 19 1 19 16 13 19 9 27 19 3 27 1 6 14 17 17 19 3 19 6 1 3 13 27 17 6 6], [8 19 1 19 16 13 19 9 27 19 3 27 1 6 8 17 17 19 3 19 6 1 3 13 27 17 6 6], [8 19 1 19 16 13 19 9 27 19 3 27 1 6 8 17 17 19 3 19 6 1 3 13 27 17 18 6], [8 19 1 19 16 13 19 9 27 19 3 27 1 6 8 17 17 19 3 19 6 1 3 13 27 17 18 6], [8 19 1 19 16 13 19 10 27 19 3 27 1 6 8 17 17 19 3 19 6 1 3 13 27 17 18 6], [8 19 1 19 16 13 19 10 27 19 3 27 1 6 8 17 17 19 3 19 6 1 3 13 27 17 18 6], [8 19 1 19 16 13 19 10 27 19 3 27 1 6 8 17 17 19 3 19 6 1 3 13 27 17 18 6], [8 19 1 19 16 13 19 10 27 19 3 27 4 6 8 17 17 19 3 19 6 1 3 13 27 17 18 6], [8 19 1 19 16 13 19 10 27 19 3 27 4 6 8 17 17 19 3 19 6 1 3 13 27 17 18 6], [8 19 1 19 16 13 19 10 27 19 3 27 4 6 8 17 17 19 3 19 6 1 3 13 27 17 18 6], [8 19 1 19 16 13 19 10 27 19 3 27 4 6 8 17 17 19 3 19 6 1 3 13 27 17 18 6], [8 19 1 19 16 13 19 10 27 19 3 27 4 6 8 17 17 19 3 19 6 1 3 13 27 17 24 6], [8 19 1 19 16 13 19 10 27 19 3 27 4 6 8 17 17 19 3 19 6 1 3 13 27 17 24 6], [8 19 1 19 16 13 19 10 27 19 3 27 4 6 8 17 17 19 3 19 6 1 3 13 27 17 24 6], [8 19 1 19 16 13 19 0 27 19 3 27 4 6 8 17 17 19 3 19 6 1 3 13 27 17 24 6], [8 19 1 19 16 13 19 0 27 19 3 27 4 6 8 17 17 19 3 19 6 1 3 13 27 17 24 6], [8 19 1 19 16 13 19 0 27 19 3 27 4 6 8 17 17 19 3 19 6 1 3 13 27 17 24 6], [8 19 1 19 16 13 19 0 27 19 3 27 4 6 8 17 17 19 3 19 6 1 3 13 27 17 24 6] | [8 19 1 19 16 13 19 0 27 19 3 27 4 6 8 17 17 19 3 19 6 1 3 13 27 17 24 6]
dijkstra
jarvis_march: x: [1.65 -0.101 0.963 -0.276 0.757 -0.193 -1.54 1.96 0.565 -1.06], y: [-1.01 0.622 1.07 -1.92 0.552 0.876 0.588 0.305 -1.45 -1.02], initial_trace: [0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [1 0 0 1 0 0 0 0 0 0], [1 0 0 1 0 0 0 0 0 0], [1 0 0 1 0 0 0 0 0 0], [1 0 0 1 0 0 0 0 0 0], [1 0 0 1 0 0 0 0 0 0], [1 0 0 1 0 0 0 0 0 0], [1 0 0 1 0 0 0 0 0 0], [1 0 0 1 0 0 0 0 0 0], [1 0 0 1 0 0 0 0 0 0], [1 0 0 1 0 0 0 0 0 0], [1 0 0 1 0 0 0 0 0 0], [1 0 0 1 0 0 0 1 0 0], [1 0 0 1 0 0 0 1 0 0], [1 0 0 1 0 0 0 1 0 0], [1 0 0 1 0 0 0 1 0 0], [1 0 0 1 0 0 0 1 0 0], [1 0 0 1 0 0 0 1 0 0], [1 0 0 1 0 0 0 1 0 0], [1 0 0 1 0 0 0 1 0 0], [1 0 0 1 0 0 0 1 0 0], [1 0 0 1 0 0 0 1 0 0], [1 0 0 1 0 0 0 1 0 0], [1 0 1 1 0 0 0 1 0 0], [1 0 1 1 0 0 0 1 0 0], [1 0 1 1 0 0 0 1 0 0], [1 0 1 1 0 0 0 1 0 0], [1 0 1 1 0 0 0 1 0 0], [1 0 1 1 0 0 0 1 0 0], [1 0 1 1 0 0 0 1 0 0], [1 0 1 1 0 0 0 1 0 0], [1 0 1 1 0 0 0 1 0 0], [1 0 1 1 0 0 0 1 0 0], [1 0 1 1 0 0 0 1 0 0], [1 0 1 1 0 1 0 1 0 0], [1 0 1 1 0 1 0 1 0 0], [1 0 1 1 0 1 0 1 0 0], [1 0 1 1 0 1 0 1 0 0], [1 0 1 1 0 1 0 1 0 0], [1 0 1 1 0 1 0 1 0 0], [1 0 1 1 0 1 0 1 0 0], [1 0 1 1 0 1 0 1 0 0], [1 0 1 1 0 1 0 1 0 0], [1 0 1 1 0 1 0 1 0 0], [1 0 1 1 0 1 0 1 0 0], [1 0 1 1 0 1 1 1 0 0], [1 0 1 1 0 1 1 1 0 0], [1 0 1 1 0 1 1 1 0 0], [1 0 1 1 0 1 1 1 0 0], [1 0 1 1 0 1 1 1 0 0], [1 0 1 1 0 1 1 1 0 0], [1 0 1 1 0 1 1 1 0 0], [1 0 1 1 0 1 1 1 0 0], [1 0 1 1 0 1 1 1 0 0], [1 0 1 1 0 1 1 1 0 0], [1 0 1 1 0 1 1 1 0 0], [1 0 1 1 0 1 1 1 0 1], [1 0 1 1 0 1 1 1 0 1], [1 0 1 1 0 1 1 1 0 1], [1 0 1 1 0 1 1 1 0 1], [1 0 1 1 0 1 1 1 0 1], [1 0 1 1 0 1 1 1 0 1], [1 0 1 1 0 1 1 1 0 1], [1 0 1 1 0 1 1 1 0 1], [1 0 1 1 0 1 1 1 0 1], [1 0 1 1 0 1 1 1 0 1] | [1 0 1 1 0 1 1 1 0 1]
jarvis_march
mst_prim: s: 5, A: [[0.238 0 0 0 0 0 0.199 0 0 0], [0 0.875 0 0 0 0 0 0.358 0 0], [0 0 0.536 0 0 0.058 0 0.371 0 0.788], [0 0 0 0.057 0 0 0 0 0 0.757], [0 0 0 0 0.295 0 0 0 0.361 0], [0 0 0.058 0 0 0.255 0 0 0 0], [0.199 0 0 0 0 0 0.375 0 0 0], [0 0.358 0.371 0 0 0 0 0.691 0 0], [0 0 0 0 0.361 0 0 0 0 0], [0 0 0.788 0.757 0 0 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9] trace | pi:
[0 1 5 3 4 5 6 7 8 9], [0 1 5 3 4 5 6 2 8 2], [0 7 5 3 4 5 6 2 8 2], [0 7 5 3 4 5 6 2 8 2], [0 7 5 9 4 5 6 2 8 2] | [0 7 5 9 4 5 6 2 8 2]
mst_prim
dijkstra: s: 0, A: [[0 0 0 0], [0 0.691 0 0], [0 0 0.153 0], [0 0 0 0]], initial_trace: [0 1 2 3] trace | pi:
| [0 1 2 3]
dijkstra
task_scheduling: d: [1 15 22 29 11 9 30 1 29 9 8 3 29 23 13 29 8 17 29 4 8 27 27 1 30 30 29 11 16 9 8], w: [0.844 0.186 0.667 0.246 0.618 0.265 0.477 0.468 0.226 0.628 0.707 0.737 0.427 0.347 0.525 0.874 0.669 0.051 0.222 0.15 0.786 0.106 0.313 0.77 0.247 0.927 0.705 0.096 0.972 0.3 0.692], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | selected:
[0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 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 1 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 1 0 0 0 0 1 0 0 0 0 1 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 1 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 1 0 1 0 1], [0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 1 0 0 0 1 0 0 0 0 1 1 0 1 0 1], [0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 1 1 0 0 0 1 0 0 0 0 1 1 0 1 0 1], [0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 1 1 0 0 0 1 0 0 0 0 1 1 0 1 0 1], [0 0 1 0 1 0 0 0 0 0 1 0 0 0 0 1 1 0 0 0 1 0 0 0 0 1 1 0 1 0 1], [0 0 1 0 1 0 0 0 0 0 1 0 0 0 1 1 1 0 0 0 1 0 0 0 0 1 1 0 1 0 1], [0 0 1 0 1 0 1 0 0 0 1 0 0 0 1 1 1 0 0 0 1 0 0 0 0 1 1 0 1 0 1], [0 0 1 0 1 0 1 0 0 0 1 0 0 0 1 1 1 0 0 0 1 0 0 0 0 1 1 0 1 0 1], [0 0 1 0 1 0 1 0 0 0 1 0 1 0 1 1 1 0 0 0 1 0 0 0 0 1 1 0 1 0 1], [0 0 1 0 1 0 1 0 0 0 1 0 1 1 1 1 1 0 0 0 1 0 0 0 0 1 1 0 1 0 1], [0 0 1 0 1 0 1 0 0 0 1 0 1 1 1 1 1 0 0 0 1 0 1 0 0 1 1 0 1 0 1], [0 0 1 0 1 0 1 0 0 0 1 0 1 1 1 1 1 0 0 0 1 0 1 0 0 1 1 0 1 0 1], [0 0 1 0 1 0 1 0 0 0 1 0 1 1 1 1 1 0 0 0 1 0 1 0 0 1 1 0 1 0 1], [0 0 1 0 1 0 1 0 0 0 1 0 1 1 1 1 1 0 0 0 1 0 1 0 1 1 1 0 1 0 1], [0 0 1 1 1 0 1 0 0 0 1 0 1 1 1 1 1 0 0 0 1 0 1 0 1 1 1 0 1 0 1], [0 0 1 1 1 0 1 0 1 0 1 0 1 1 1 1 1 0 0 0 1 0 1 0 1 1 1 0 1 0 1], [0 0 1 1 1 0 1 0 1 0 1 0 1 1 1 1 1 0 1 0 1 0 1 0 1 1 1 0 1 0 1], [0 0 1 1 1 0 1 0 1 0 1 0 1 1 1 1 1 0 1 0 1 0 1 0 1 1 1 0 1 0 1], [0 0 1 1 1 0 1 0 1 0 1 0 1 1 1 1 1 0 1 0 1 0 1 0 1 1 1 0 1 0 1], [0 0 1 1 1 0 1 0 1 0 1 0 1 1 1 1 1 0 1 0 1 1 1 0 1 1 1 0 1 0 1], [0 0 1 1 1 0 1 0 1 0 1 0 1 1 1 1 1 0 1 0 1 1 1 0 1 1 1 0 1 0 1] | [0 0 1 1 1 0 1 0 1 0 1 0 1 1 1 1 1 0 1 0 1 1 1 0 1 1 1 0 1 0 1]
task_scheduling
minimum: key: [0.966 0.744 0.841 0.71 0.953], initial_trace: 0 trace | min:
1, 1, 3 | 3
minimum
activity_selector: s: [0.011 0.273 0.105 0.496 0.103], f: [0.488 0.718 0.339 0.547 0.369], initial_trace: [0 0 0 0 0] trace | selected:
[0 0 1 0 0], [0 0 1 0 0], [0 0 1 0 0], [0 0 1 1 0] | [0 0 1 1 0]
activity_selector
binary_search: key: [0.171 0.212 0.213 0.247 0.267 0.297 0.302 0.366 0.63 0.772], target: 0.528, initial_trace: (0, 9) trace | (low, high):
(5, 9), (8, 9) | (8, 8)
binary_search
insertion_sort: key: [0.937 0.97 0.082 0.744 0.585 0.595 0.175 0.611 0.848 0.992 0.946 0.154 0.887 0.267 0.36 0.882 0.479 0.036 0.713 0.968 0.621 0.66 0.535 0.045 0.113 0.775 0.668 0.339], initial_trace: [0.937 0.97 0.082 0.744 0.585 0.595 0.175 0.611 0.848 0.992 0.946 0.154 0.887 0.267 0.36 0.882 0.479 0.036 0.713 0.968 0.621 0.66 0.535 0.045 0.113 0.775 0.668 0.339] trace | pred:
[0.937 0.97 0.082 0.744 0.585 0.595 0.175 0.611 0.848 0.992 0.946 0.154 0.887 0.267 0.36 0.882 0.479 0.036 0.713 0.968 0.621 0.66 0.535 0.045 0.113 0.775 0.668 0.339], [0.082 0.937 0.97 0.744 0.585 0.595 0.175 0.611 0.848 0.992 0.946 0.154 0.887 0.267 0.36 0.882 0.479 0.036 0.713 0.968 0.621 0.66 0.535 0.045 0.113 0.775 0.668 0.339], [0.082 0.744 0.937 0.97 0.585 0.595 0.175 0.611 0.848 0.992 0.946 0.154 0.887 0.267 0.36 0.882 0.479 0.036 0.713 0.968 0.621 0.66 0.535 0.045 0.113 0.775 0.668 0.339], [0.082 0.585 0.744 0.937 0.97 0.595 0.175 0.611 0.848 0.992 0.946 0.154 0.887 0.267 0.36 0.882 0.479 0.036 0.713 0.968 0.621 0.66 0.535 0.045 0.113 0.775 0.668 0.339], [0.082 0.585 0.595 0.744 0.937 0.97 0.175 0.611 0.848 0.992 0.946 0.154 0.887 0.267 0.36 0.882 0.479 0.036 0.713 0.968 0.621 0.66 0.535 0.045 0.113 0.775 0.668 0.339], [0.082 0.175 0.585 0.595 0.744 0.937 0.97 0.611 0.848 0.992 0.946 0.154 0.887 0.267 0.36 0.882 0.479 0.036 0.713 0.968 0.621 0.66 0.535 0.045 0.113 0.775 0.668 0.339], [0.082 0.175 0.585 0.595 0.611 0.744 0.937 0.97 0.848 0.992 0.946 0.154 0.887 0.267 0.36 0.882 0.479 0.036 0.713 0.968 0.621 0.66 0.535 0.045 0.113 0.775 0.668 0.339], [0.082 0.175 0.585 0.595 0.611 0.744 0.848 0.937 0.97 0.992 0.946 0.154 0.887 0.267 0.36 0.882 0.479 0.036 0.713 0.968 0.621 0.66 0.535 0.045 0.113 0.775 0.668 0.339], [0.082 0.175 0.585 0.595 0.611 0.744 0.848 0.937 0.97 0.992 0.946 0.154 0.887 0.267 0.36 0.882 0.479 0.036 0.713 0.968 0.621 0.66 0.535 0.045 0.113 0.775 0.668 0.339], [0.082 0.175 0.585 0.595 0.611 0.744 0.848 0.937 0.946 0.97 0.992 0.154 0.887 0.267 0.36 0.882 0.479 0.036 0.713 0.968 0.621 0.66 0.535 0.045 0.113 0.775 0.668 0.339], [0.082 0.154 0.175 0.585 0.595 0.611 0.744 0.848 0.937 0.946 0.97 0.992 0.887 0.267 0.36 0.882 0.479 0.036 0.713 0.968 0.621 0.66 0.535 0.045 0.113 0.775 0.668 0.339], [0.082 0.154 0.175 0.585 0.595 0.611 0.744 0.848 0.887 0.937 0.946 0.97 0.992 0.267 0.36 0.882 0.479 0.036 0.713 0.968 0.621 0.66 0.535 0.045 0.113 0.775 0.668 0.339], [0.082 0.154 0.175 0.267 0.585 0.595 0.611 0.744 0.848 0.887 0.937 0.946 0.97 0.992 0.36 0.882 0.479 0.036 0.713 0.968 0.621 0.66 0.535 0.045 0.113 0.775 0.668 0.339], [0.082 0.154 0.175 0.267 0.36 0.585 0.595 0.611 0.744 0.848 0.887 0.937 0.946 0.97 0.992 0.882 0.479 0.036 0.713 0.968 0.621 0.66 0.535 0.045 0.113 0.775 0.668 0.339], [0.082 0.154 0.175 0.267 0.36 0.585 0.595 0.611 0.744 0.848 0.882 0.887 0.937 0.946 0.97 0.992 0.479 0.036 0.713 0.968 0.621 0.66 0.535 0.045 0.113 0.775 0.668 0.339], [0.082 0.154 0.175 0.267 0.36 0.479 0.585 0.595 0.611 0.744 0.848 0.882 0.887 0.937 0.946 0.97 0.992 0.036 0.713 0.968 0.621 0.66 0.535 0.045 0.113 0.775 0.668 0.339], [0.036 0.082 0.154 0.175 0.267 0.36 0.479 0.585 0.595 0.611 0.744 0.848 0.882 0.887 0.937 0.946 0.97 0.992 0.713 0.968 0.621 0.66 0.535 0.045 0.113 0.775 0.668 0.339], [0.036 0.082 0.154 0.175 0.267 0.36 0.479 0.585 0.595 0.611 0.713 0.744 0.848 0.882 0.887 0.937 0.946 0.97 0.992 0.968 0.621 0.66 0.535 0.045 0.113 0.775 0.668 0.339], [0.036 0.082 0.154 0.175 0.267 0.36 0.479 0.585 0.595 0.611 0.713 0.744 0.848 0.882 0.887 0.937 0.946 0.968 0.97 0.992 0.621 0.66 0.535 0.045 0.113 0.775 0.668 0.339], [0.036 0.082 0.154 0.175 0.267 0.36 0.479 0.585 0.595 0.611 0.621 0.713 0.744 0.848 0.882 0.887 0.937 0.946 0.968 0.97 0.992 0.66 0.535 0.045 0.113 0.775 0.668 0.339], [0.036 0.082 0.154 0.175 0.267 0.36 0.479 0.585 0.595 0.611 0.621 0.66 0.713 0.744 0.848 0.882 0.887 0.937 0.946 0.968 0.97 0.992 0.535 0.045 0.113 0.775 0.668 0.339], [0.036 0.082 0.154 0.175 0.267 0.36 0.479 0.535 0.585 0.595 0.611 0.621 0.66 0.713 0.744 0.848 0.882 0.887 0.937 0.946 0.968 0.97 0.992 0.045 0.113 0.775 0.668 0.339], [0.036 0.045 0.082 0.154 0.175 0.267 0.36 0.479 0.535 0.585 0.595 0.611 0.621 0.66 0.713 0.744 0.848 0.882 0.887 0.937 0.946 0.968 0.97 0.992 0.113 0.775 0.668 0.339], [0.036 0.045 0.082 0.113 0.154 0.175 0.267 0.36 0.479 0.535 0.585 0.595 0.611 0.621 0.66 0.713 0.744 0.848 0.882 0.887 0.937 0.946 0.968 0.97 0.992 0.775 0.668 0.339], [0.036 0.045 0.082 0.113 0.154 0.175 0.267 0.36 0.479 0.535 0.585 0.595 0.611 0.621 0.66 0.713 0.744 0.775 0.848 0.882 0.887 0.937 0.946 0.968 0.97 0.992 0.668 0.339], [0.036 0.045 0.082 0.113 0.154 0.175 0.267 0.36 0.479 0.535 0.585 0.595 0.611 0.621 0.66 0.668 0.713 0.744 0.775 0.848 0.882 0.887 0.937 0.946 0.968 0.97 0.992 0.339] | [0.036 0.045 0.082 0.113 0.154 0.175 0.267 0.339 0.36 0.479 0.535 0.585 0.595 0.611 0.621 0.66 0.668 0.713 0.744 0.775 0.848 0.882 0.887 0.937 0.946 0.968 0.97 0.992]
insertion_sort
bfs: s: 17, A: [[1 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 1 0 0], [0 1 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 1 0 1 0 1 1 0 0], [0 0 0 1 0 1 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0], [0 1 1 0 0 0 0 0 0 0 1 0 0 0 0 1 1 0 0 0 0 1 0 1 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 1 0 1 1 0 0 0 0 1 0 0 0 1 0 0 0], [0 1 1 0 0 1 0 1 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 1 0 1 0], [0 1 0 0 0 0 1 0 1 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 1 0 1 0 0 0 0 0 1 0 0 0 0 0 0 1 0 1 0 0 0 0 0 1 1 0], [1 0 1 0 1 1 1 0 0 0 0 0 1 1 0 0 0 0 1 0 0 0 0 1 0 0 0 1 1 0 0], [0 0 0 0 0 0 1 0 0 0 1 1 0 0 0 1 1 0 0 0 0 1 0 0 1 1 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 1 1 0 1 0 1 0 1 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 1 0 1 1 1 0 0 0 0 0 1 0 0 1 0 0 0 1 0], [1 0 0 0 0 0 0 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0], [0 0 0 0 1 0 0 1 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [0 0 0 1 1 0 0 0 0 1 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 1 0 1 0], [1 0 0 1 0 1 0 0 0 1 1 1 0 0 0 1 0 0 0 1 1 0 0 1 0 0 1 0 0 0 1], [0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 1 1 1 0 1 0 1 0 1], [1 1 0 0 1 0 0 0 1 0 0 0 0 1 0 0 0 0 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 1 1 0 0 0 0 0 0 0 0 0 0 0 1 1], [0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 1 1 0], [0 0 0 1 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 1 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 0 1 0 0], [0 1 0 1 1 1 0 0 1 0 0 0 0 0 0 0 1 1 0 0 0 0 0 1 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 1 1 0 0 1 0 0 0], [0 1 0 1 0 0 0 0 0 1 0 1 0 0 0 0 0 0 1 0 0 1 0 0 0 0 1 1 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 1 0 0 0 1 1], [0 1 0 0 1 1 1 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 1 0 1 0 0 0], [1 1 1 0 0 0 0 1 1 0 0 0 1 0 1 0 0 1 1 0 1 0 1 0 0 1 0 0 1 0 0], [0 0 0 0 0 1 0 1 0 0 0 1 0 0 0 1 0 0 1 1 1 1 0 1 0 0 1 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 0 0 0 1 0 0 1 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 19 20 21 22 23 24 25 26 27 28 29 30] trace | pi:
[0 1 17 3 17 5 6 7 8 9 10 11 12 13 14 15 16 17 18 17 20 21 17 17 17 25 17 27 17 29 17], [28 23 17 2 17 2 6 22 2 24 10 22 24 4 28 4 19 17 4 17 28 22 17 17 17 26 17 4 17 19 17] | [28 23 17 2 17 2 1 22 2 24 3 22 24 4 28 4 19 17 4 17 28 22 17 17 17 26 17 4 17 19 17]
bfs
mst_prim: s: 6, A: [[0.035 0.543 0 0.376 0 0.638 0 0 0 0 0 0.428 0 0.317 0 0 0 0 0 0.506 0 0.294 0], [0.543 0 0 0 0 0 0 0 0 0 0 0 0.186 0 0 0 0 0 0 0 0 0 0], [0 0 0.705 0 0 0 0.645 0 0 0.278 0 0 0 0 0 0 0 0 0 0 0 0 0.605], [0.376 0 0 0.172 0 0 0 0 0.154 0.398 0 0 0 0 0 0.032 0 0 0 0 0 0.25 0.074], [0 0 0 0 0 0 0 0 0 0 0 0 0.543 0 0 0 0.842 0 0 0 0 0.263 0.132], [0.638 0 0 0 0 0.536 0 0 0 0 0.541 0 0 0 0 0 0 0 0 0 0.766 0 0], [0 0 0.645 0 0 0 0 0 0 0 0.5 0 0 0 0.669 0.835 0.469 0 0.213 0 0 0 0], [0 0 0 0 0 0 0 0.041 0 0 0 0.534 0 0 0.772 0 0.696 0 0.04 0 0 0 0], [0 0 0 0.154 0 0 0 0 0.645 0 0 0 0 0 0 0 0 0 0.742 0 0.768 0 0], [0 0 0.278 0.398 0 0 0 0 0 0 0 0 0 0.185 0 0 0 0 0 0 0 0 0.192], [0 0 0 0 0 0.541 0.5 0 0 0 0 0 0 0 0 0.292 0.353 0 0 0 0 0.437 0], [0.428 0 0 0 0 0 0 0.534 0 0 0 0.033 0 0 0 0 0.922 0 0 0 0 0 0], [0 0.186 0 0 0.543 0 0 0 0 0 0 0 0 0.771 0 0.072 0.275 0 0 0 0.756 0.61 0], [0.317 0 0 0 0 0 0 0 0 0.185 0 0 0.771 0.691 0.178 0 0 0.7 0.062 0 0 0.565 0], [0 0 0 0 0 0 0.669 0.772 0 0 0 0 0 0.178 0.882 0.673 0.41 0 0 0 0 0 0], [0 0 0 0.032 0 0 0.835 0 0 0 0.292 0 0.072 0 0.673 0 0 0 0 0 0 0 0], [0 0 0 0 0.842 0 0.469 0.696 0 0 0.353 0.922 0.275 0 0.41 0 0 0.82 0 0.091 0 0.559 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0.7 0 0 0.82 0.481 0.233 0 0 0 0], [0 0 0 0 0 0 0.213 0.04 0.742 0 0 0 0 0.062 0 0 0 0.233 0.66 0 0 0.15 0.186], [0.506 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.091 0 0 0.8 0 0 0], [0 0 0 0 0 0.766 0 0 0.768 0 0 0 0.756 0 0 0 0 0 0 0 0 0 0], [0.294 0 0 0.25 0.263 0 0 0 0 0 0.437 0 0.61 0.565 0 0 0.559 0 0.15 0 0 0 0], [0 0 0.605 0.074 0.132 0 0 0 0 0.192 0 0 0 0 0 0 0 0 0.186 0 0 0 0.646]], 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 6 3 4 5 6 7 8 9 6 11 12 13 6 6 6 17 6 19 20 21 22], [0 1 6 3 4 5 6 18 18 9 6 11 12 18 6 6 6 18 6 19 20 18 18], [0 1 6 3 4 5 6 18 18 9 6 7 12 18 6 6 6 18 6 19 20 18 18], [13 1 6 3 4 5 6 18 18 13 6 7 13 18 13 6 6 18 6 19 20 18 18], [21 1 6 21 21 5 6 18 18 13 21 7 21 18 13 6 6 18 6 19 20 18 18], [21 1 6 21 21 5 6 18 18 13 21 7 21 18 13 14 14 18 6 19 20 18 18], [21 1 9 21 21 5 6 18 18 13 21 7 21 18 13 14 14 18 6 19 20 18 18], [21 1 9 22 22 5 6 18 18 13 21 7 21 18 13 14 14 18 6 19 20 18 18], [21 1 9 22 22 5 6 18 3 13 21 7 21 18 13 3 14 18 6 19 20 18 18], [21 1 9 22 22 5 6 18 3 13 15 7 15 18 13 3 14 18 6 19 20 18 18], [21 12 9 22 22 5 6 18 3 13 15 7 15 18 13 3 12 18 6 19 12 18 18], [21 12 9 22 22 5 6 18 3 13 15 7 15 18 13 3 12 18 6 19 12 18 18], [21 12 9 22 22 5 6 18 3 13 15 7 15 18 13 3 12 18 6 19 12 18 18], [21 12 9 22 22 5 6 18 3 13 15 7 15 18 13 3 12 18 6 19 12 18 18], [21 12 9 22 22 5 6 18 3 13 15 7 15 18 13 3 12 18 6 19 12 18 18], [21 12 9 22 22 5 6 18 3 13 15 7 15 18 13 3 12 18 6 16 12 18 18], [21 12 9 22 22 5 6 18 3 13 15 7 15 18 13 3 12 18 6 16 12 18 18], [21 12 9 22 22 5 6 18 3 13 15 7 15 18 13 3 12 18 6 16 12 18 18], [21 12 9 22 22 10 6 18 3 13 15 7 15 18 13 3 12 18 6 16 12 18 18], [21 12 9 22 22 10 6 18 3 13 15 0 15 18 13 3 12 18 6 16 12 18 18], [21 12 9 22 22 10 6 18 3 13 15 0 15 18 13 3 12 18 6 16 12 18 18], [21 12 9 22 22 10 6 18 3 13 15 0 15 18 13 3 12 18 6 16 12 18 18] | [21 12 9 22 22 10 6 18 3 13 15 0 15 18 13 3 12 18 6 16 12 18 18]
mst_prim
segments_intersect: x: [0.896 0.303 0.302 0.555], y: [0.112 0.165 0.13 0.552] intersect:
1
segments_intersect
floyd_warshall: A: [[0.069 0 0 0.898], [0 0.032 0 0], [0 0 0 0], [0.898 0 0 0]], initial_trace: [[0 0 0 0], [1 1 1 1], [2 2 2 2], [3 3 3 3]] trace | Pi:
[[0 0 0 0], [1 1 1 1], [2 2 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
articulation_points: A: [[0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [0 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 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0 0 0 1]], initial_trace: [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 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 1 0 0] | [0 0 0 0 0 0 0 0 0 0 0 0 1 0 0]
articulation_points
dijkstra: s: 0, A: [[0.6 0.744 0.198 0.857 0 0 0.073 0 0 0 0 0], [0.744 0 0 0 0 0 0.784 0 0 0 0.506 0], [0.198 0 0.822 0 0 0 0 0 0 0 0.903 0], [0.857 0 0 0.251 0 0 0 0.192 0 0 0 0.687], [0 0 0 0 0.729 0 0.168 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0.169 0 0], [0.073 0.784 0 0 0.168 0 0.043 0 0 0.846 0 0], [0 0 0 0.192 0 0 0 0.158 0 0.688 0.764 0], [0 0 0 0 0 0 0 0 0.544 0 0 0], [0 0 0 0 0 0.169 0.846 0.688 0 0 0 0.161], [0 0.506 0.903 0 0 0 0 0.764 0 0 0.353 0], [0 0 0 0.687 0 0 0 0 0 0.161 0 0.774]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11] trace | pi:
[0 0 0 0 4 5 0 7 8 9 10 11], [0 0 0 0 6 5 0 7 8 6 10 11], [0 0 0 0 6 5 0 7 8 6 2 11], [0 0 0 0 6 5 0 7 8 6 2 11], [0 0 0 0 6 5 0 7 8 6 2 11], [0 0 0 0 6 5 0 3 8 6 2 3], [0 0 0 0 6 9 0 3 8 6 2 9], [0 0 0 0 6 9 0 3 8 6 2 9], [0 0 0 0 6 9 0 3 8 6 2 9], [0 0 0 0 6 9 0 3 8 6 2 9] | [0 0 0 0 6 9 0 3 8 6 2 9]
dijkstra
dijkstra: s: 10, A: [[0.961 0.451 0 0 0.305 0 0 0.42 0 0 0.322 0 0 0 0], [0.451 0.794 0.246 0 0 0 0 0 0 0 0 0 0.87 0 0], [0 0.246 0.687 0 0 0 0 0.563 0 0 0 0 0 0 0.723], [0 0 0 0.643 0 0.917 0.658 0 0.497 0 0 0 0 0.309 0], [0.305 0 0 0 0 0 0 0 0 0 0 0.384 0.425 0 0.538], [0 0 0 0.917 0 0.483 0 0 0 0 0.656 0.517 0 0 0], [0 0 0 0.658 0 0 0.695 0 0 0 0.376 0 0 0.562 0.4], [0.42 0 0.563 0 0 0 0 0.708 0 0.598 0 0 0.458 0.411 0], [0 0 0 0.497 0 0 0 0 0 0 0 0.401 0 0 0], [0 0 0 0 0 0 0 0.598 0 0.291 0 0 0.236 0 0], [0.322 0 0 0 0 0.656 0.376 0 0 0 0 0 0 0 0], [0 0 0 0 0.384 0.517 0 0 0.401 0 0 0.446 0 0 0], [0 0.87 0 0 0.425 0 0 0.458 0 0.236 0 0 0 0.345 0.581], [0 0 0 0.309 0 0 0.562 0.411 0 0 0 0 0.345 0.631 0.328], [0 0 0.723 0 0.538 0 0.4 0 0 0 0 0 0.581 0.328 0.032]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14] trace | pi:
[10 1 2 3 4 10 10 7 8 9 10 11 12 13 14], [10 0 2 3 0 10 10 0 8 9 10 11 12 13 14], [10 0 2 6 0 10 10 0 8 9 10 11 12 6 6], [10 0 2 6 0 10 10 0 8 9 10 4 4 6 6], [10 0 2 6 0 10 10 0 8 9 10 4 4 6 6], [10 0 7 6 0 10 10 0 8 7 10 4 4 6 6], [10 0 1 6 0 10 10 0 8 7 10 4 4 6 6], [10 0 1 6 0 10 10 0 8 7 10 4 4 6 6], [10 0 1 6 0 10 10 0 8 7 10 4 4 6 6], [10 0 1 6 0 10 10 0 11 7 10 4 4 6 6], [10 0 1 6 0 10 10 0 11 7 10 4 4 6 6], [10 0 1 6 0 10 10 0 11 7 10 4 4 6 6], [10 0 1 6 0 10 10 0 11 12 10 4 4 6 6], [10 0 1 6 0 10 10 0 11 12 10 4 4 6 6] | [10 0 1 6 0 10 10 0 11 12 10 4 4 6 6]
dijkstra
quickselect: key: [0.474 0.355 0.947 0.025 0.7 0.258 0.472 0.112 0.511 0.422], initial_trace: 9 trace | pivot:
9, 9, 9, 9, 9, 9, 9, 9, 9, 4, 4, 4, 4, 4, 8, 8, 8, 0, 0 | 6
quickselect
find_maximum_subarray_kadane: key: [-0.887 0.123 0.846 0.457 -0.553 0.917 0.555 0.185 0.092 0.794 -0.466], initial_trace: (0, 0) trace | (best_low, best_high):
(1, 1), (1, 2), (1, 3), (1, 3), (1, 5), (1, 6), (1, 7), (1, 8), (1, 9) | (1, 9)
find_maximum_subarray_kadane
mst_prim: s: 1, A: [[0.899 0.375 0 0 0.267], [0.375 0.603 0.818 0 0], [0 0.818 0.341 0.739 0], [0 0 0.739 0.552 0.737], [0.267 0 0 0.737 0.102]], initial_trace: [0 1 2 3 4] trace | pi:
[1 1 1 3 4], [1 1 1 3 0], [1 1 1 4 0], [1 1 3 4 0] | [1 1 3 4 0]
mst_prim
mst_prim: s: 7, A: [[0 0 0 0 0 0.207 0 0 0.605 0 0 0.563 0.498 0 0 0 0.682 0 0 0.268 0 0 0], [0 0.102 0 0 0 0 0 0.919 0 0 0 0 0 0 0 0 0 0 0 0.489 0.505 0 0.368], [0 0 0.639 0 0 0.343 0 0 0 0 0 0.511 0 0 0 0 0.193 0 0 0 0.272 0.912 0], [0 0 0 0 0.793 0 0 0 0.526 0.489 0.606 0 0 0.912 0 0 0.054 0 0 0 0.465 0 0], [0 0 0 0.793 0.041 0 0 0 0 0.598 0 0.171 0 0 0 0.264 0 0.45 0 0 0 0 0], [0.207 0 0.343 0 0 0.343 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.234 0 0.706], [0 0 0 0 0 0 0.33 0 0.387 0 0 0 0 0 0 0 0 0.281 0 0.526 0.208 0 0], [0 0.919 0 0 0 0 0 0.717 0 0 0 0 0 0 0 0.583 0.765 0 0 0 0 0 0.08], [0.605 0 0 0.526 0 0 0.387 0 0.235 0.719 0 0 0 0.115 0 0.831 0 0.443 0 0 0 0 0], [0 0 0 0.489 0.598 0 0 0 0.719 0.684 0 0.277 0 0 0.84 0 0 0 0 0 0.82 0 0.187], [0 0 0 0.606 0 0 0 0 0 0 0 0.616 0 0.282 0 0.218 0 0.18 0.362 0.402 0 0 0], [0.563 0 0.511 0 0.171 0 0 0 0 0.277 0.616 0.131 0 0 0.733 0.31 0.291 0 0 0 0 0 0.481], [0.498 0 0 0 0 0 0 0 0 0 0 0 0.461 0.775 0 0 0.061 0 0 0 0 0 0], [0 0 0 0.912 0 0 0 0 0.115 0 0.282 0 0.775 0.802 0 0 0 0.261 0 0 0 0.428 0], [0 0 0 0 0 0 0 0 0 0.84 0 0.733 0 0 0.134 0.264 0 0.459 0 0 0 0 0.855], [0 0 0 0 0.264 0 0 0.583 0.831 0 0.218 0.31 0 0 0.264 0.514 0.298 0 0 0.207 0.197 0.108 0], [0.682 0 0.193 0.054 0 0 0 0.765 0 0 0 0.291 0.061 0 0 0.298 0 0.581 0 0 0 0 0.368], [0 0 0 0 0.45 0 0.281 0 0.443 0 0.18 0 0 0.261 0.459 0 0.581 0 0 0 0.633 0 0], [0 0 0 0 0 0 0 0 0 0 0.362 0 0 0 0 0 0 0 0.032 0 0.311 0.2 0], [0.268 0.489 0 0 0 0 0.526 0 0 0 0.402 0 0 0 0 0.207 0 0 0 0.384 0 0 0], [0 0.505 0.272 0.465 0 0.234 0.208 0 0 0.82 0 0 0 0 0 0.197 0 0.633 0.311 0 0 0 0], [0 0 0.912 0 0 0 0 0 0 0 0 0 0 0.428 0 0.108 0 0 0.2 0 0 0 0], [0 0.368 0 0 0 0.706 0 0.08 0 0.187 0 0.481 0 0 0.855 0 0.368 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 7 2 3 4 5 6 7 8 9 10 11 12 13 14 7 7 17 18 19 20 21 7], [0 22 2 3 4 22 6 7 8 22 10 22 12 13 22 7 22 17 18 19 20 21 7], [0 22 2 9 9 22 6 7 9 22 10 9 12 13 9 7 22 17 18 19 9 21 7], [11 22 11 9 11 22 6 7 9 22 11 9 12 13 11 11 11 17 18 19 9 21 7], [11 22 11 9 11 22 6 7 9 22 11 9 12 13 11 4 11 4 18 19 9 21 7], [11 22 11 9 11 22 6 7 9 22 15 9 12 13 15 4 11 4 18 15 15 15 7], [11 22 11 9 11 22 6 7 9 22 15 9 12 21 15 4 11 4 21 15 15 15 7], [11 22 20 20 11 20 20 7 9 22 15 9 12 21 15 4 11 4 21 15 15 15 7], [11 22 20 20 11 20 20 7 9 22 15 9 12 21 15 4 11 4 21 15 15 15 7], [19 22 20 20 11 20 20 7 9 22 15 9 12 21 15 4 11 4 21 15 15 15 7], [19 22 20 20 11 20 20 7 6 22 15 9 12 21 15 4 11 6 21 15 15 15 7], [19 22 20 20 11 20 20 7 6 22 15 9 12 10 15 4 11 10 21 15 15 15 7], [19 22 20 20 11 20 20 7 6 22 15 9 12 17 15 4 11 10 21 15 15 15 7], [5 22 20 20 11 20 20 7 6 22 15 9 12 17 15 4 11 10 21 15 15 15 7], [5 22 20 20 11 20 20 7 6 22 15 9 0 17 15 4 11 10 21 15 15 15 7], [5 22 20 20 11 20 20 7 13 22 15 9 0 17 15 4 11 10 21 15 15 15 7], [5 22 20 20 11 20 20 7 13 22 15 9 0 17 15 4 11 10 21 15 15 15 7], [5 22 20 20 11 20 20 7 13 22 15 9 0 17 15 4 11 10 21 15 15 15 7], [5 22 20 20 11 20 20 7 13 22 15 9 0 17 15 4 2 10 21 15 15 15 7], [5 22 20 16 11 20 20 7 13 22 15 9 16 17 15 4 2 10 21 15 15 15 7], [5 22 20 16 11 20 20 7 13 22 15 9 16 17 15 4 2 10 21 15 15 15 7], [5 22 20 16 11 20 20 7 13 22 15 9 16 17 15 4 2 10 21 15 15 15 7] | [5 22 20 16 11 20 20 7 13 22 15 9 16 17 15 4 2 10 21 15 15 15 7]
mst_prim
dijkstra: s: 4, A: [[0.559 0 0.521 0 0 0 0 0 0.146 0.452 0 0], [0 0.999 0 0 0 0 0 0.153 0.805 0.918 0 0], [0.521 0 0.584 0.443 0 0 0 0 0 0 0 0.603], [0 0 0.443 0.722 0.545 0 0.189 0.166 0.616 0.037 0 0.673], [0 0 0 0.545 0 0 0 0.307 0 0.193 0 0.203], [0 0 0 0 0 0.391 0 0.865 0 0 0 0], [0 0 0 0.189 0 0 0.609 0 0 0 0 0], [0 0.153 0 0.166 0.307 0.865 0 0 0 0 0 0.741], [0.146 0.805 0 0.616 0 0 0 0 0 0 0 0], [0.452 0.918 0 0.037 0.193 0 0 0 0 0.032 0 0.149], [0 0 0 0 0 0 0 0 0 0 0.166 0], [0 0 0.603 0.673 0.203 0 0 0.741 0 0.149 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11] trace | pi:
[0 1 2 4 4 5 6 4 8 4 10 4], [9 9 2 9 4 5 6 4 8 4 10 4], [9 9 11 9 4 5 6 4 8 4 10 4], [9 9 3 9 4 5 3 4 3 4 10 4], [9 7 3 9 4 7 3 4 3 4 10 4], [9 7 3 9 4 7 3 4 3 4 10 4], [9 7 3 9 4 7 3 4 3 4 10 4], [9 7 3 9 4 7 3 4 0 4 10 4], [9 7 3 9 4 7 3 4 0 4 10 4], [9 7 3 9 4 7 3 4 0 4 10 4] | [9 7 3 9 4 7 3 4 0 4 10 4]
dijkstra
mst_prim: s: 6, A: [[0.064 0 0 0 0 0 0 0 0 0 0.253 0.525 0.134 0 0 0.574 0 0 0.53], [0 0 0 0 0 0 0.573 0 0.83 0 0.698 0.105 0.27 0 0 0.327 0 0 0], [0 0 0 0 0 0 0.637 0 0 0 0 0.189 0.484 0.648 0.253 0.126 0 0 0], [0 0 0 0 0 0 0 0 0 0 0.552 0 0 0 0.872 0.663 0 0 0], [0 0 0 0 0.544 0 0.832 0 0 0 0 0.237 0 0.665 0 0 0.076 0 0], [0 0 0 0 0 0.172 0 0.272 0.546 0.088 0 0 0 0 0 0.759 0.242 0 0.114], [0 0.573 0.637 0 0.832 0 0.35 0 0 0.607 0 0 0 0 0 0 0.538 0 0], [0 0 0 0 0 0.272 0 0 0 0.053 0.35 0.049 0 0.607 0 0.543 0 0 0.306], [0 0.83 0 0 0 0.546 0 0 0 0.873 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0.088 0.607 0.053 0.873 0.438 0.213 0 0 0.73 0 0 0.123 0 0], [0.253 0.698 0 0.552 0 0 0 0.35 0 0.213 0 0.87 0 0 0 0 0 0.515 0], [0.525 0.105 0.189 0 0.237 0 0 0.049 0 0 0.87 0 0.212 0 0 0.744 0 0 0], [0.134 0.27 0.484 0 0 0 0 0 0 0 0 0.212 0.991 0 0 0 0 0 0], [0 0 0.648 0 0.665 0 0 0.607 0 0.73 0 0 0 0.689 0 0.506 0 0 0], [0 0 0.253 0.872 0 0 0 0 0 0 0 0 0 0 0.559 0 0 0 0], [0.574 0.327 0.126 0.663 0 0.759 0 0.543 0 0 0 0.744 0 0.506 0 0 0.228 0 0], [0 0 0 0 0.076 0.242 0.538 0 0 0.123 0 0 0 0 0 0.228 0.77 0.29 0], [0 0 0 0 0 0 0 0 0 0 0.515 0 0 0 0 0 0.29 0.843 0], [0.53 0 0 0 0 0.114 0 0.306 0 0 0 0 0 0 0 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18] trace | pi:
[0 6 6 3 6 5 6 7 8 6 10 11 12 13 14 15 6 17 18], [0 6 6 3 16 16 6 7 8 16 10 11 12 13 14 16 6 16 18], [0 6 6 3 16 16 6 7 8 16 10 4 12 4 14 16 6 16 18], [0 6 6 3 16 9 6 9 9 16 9 4 12 4 14 16 6 16 18], [0 6 6 3 16 9 6 9 9 16 9 7 12 7 14 16 6 16 7], [11 11 11 3 16 9 6 9 9 16 9 7 11 7 14 16 6 16 7], [11 11 11 3 16 9 6 9 5 16 9 7 11 7 14 16 6 16 5], [11 11 11 3 16 9 6 9 5 16 9 7 11 7 14 16 6 16 5], [11 11 11 3 16 9 6 9 5 16 9 7 11 7 14 16 6 16 5], [11 11 11 3 16 9 6 9 5 16 9 7 11 7 2 2 6 16 5], [11 11 11 15 16 9 6 9 5 16 9 7 11 15 2 2 6 16 5], [12 11 11 15 16 9 6 9 5 16 9 7 11 15 2 2 6 16 5], [12 11 11 15 16 9 6 9 5 16 9 7 11 15 2 2 6 16 5], [12 11 11 10 16 9 6 9 5 16 9 7 11 15 2 2 6 16 5], [12 11 11 10 16 9 6 9 5 16 9 7 11 15 2 2 6 16 5], [12 11 11 10 16 9 6 9 5 16 9 7 11 15 2 2 6 16 5], [12 11 11 10 16 9 6 9 5 16 9 7 11 15 2 2 6 16 5], [12 11 11 10 16 9 6 9 5 16 9 7 11 15 2 2 6 16 5] | [12 11 11 10 16 9 6 9 5 16 9 7 11 15 2 2 6 16 5]
mst_prim
jarvis_march: x: [-1.24 -1.12 1.78 0.722 -0.945 0.814 1.62 0.119 -0.306 -0.499 1.4 1.22], y: [-1.23 -0.834 0.397 1.41 -1.55 -0.428 -0.686 -1.84 0.736 -0.999 -0.361 -1.08], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 0 0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 0 0 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 1], [0 0 0 0 0 0 0 1 0 0 0 1], [0 0 0 0 0 0 0 1 0 0 0 1], [0 0 0 0 0 0 0 1 0 0 0 1], [0 0 0 0 0 0 0 1 0 0 0 1], [0 0 0 0 0 0 0 1 0 0 0 1], [0 0 0 0 0 0 0 1 0 0 0 1], [0 0 0 0 0 0 0 1 0 0 0 1], [0 0 0 0 0 0 0 1 0 0 0 1], [0 0 0 0 0 0 0 1 0 0 0 1], [0 0 0 0 0 0 0 1 0 0 0 1], [0 0 0 0 0 0 0 1 0 0 0 1], [0 0 0 0 0 0 0 1 0 0 0 1], [0 0 0 0 0 0 1 1 0 0 0 1], [0 0 0 0 0 0 1 1 0 0 0 1], [0 0 0 0 0 0 1 1 0 0 0 1], [0 0 0 0 0 0 1 1 0 0 0 1], [0 0 0 0 0 0 1 1 0 0 0 1], [0 0 0 0 0 0 1 1 0 0 0 1], [0 0 0 0 0 0 1 1 0 0 0 1], [0 0 0 0 0 0 1 1 0 0 0 1], [0 0 0 0 0 0 1 1 0 0 0 1], [0 0 0 0 0 0 1 1 0 0 0 1], [0 0 0 0 0 0 1 1 0 0 0 1], [0 0 0 0 0 0 1 1 0 0 0 1], [0 0 0 0 0 0 1 1 0 0 0 1], [0 0 1 0 0 0 1 1 0 0 0 1], [0 0 1 0 0 0 1 1 0 0 0 1], [0 0 1 0 0 0 1 1 0 0 0 1], [0 0 1 0 0 0 1 1 0 0 0 1], [0 0 1 0 0 0 1 1 0 0 0 1], [0 0 1 0 0 0 1 1 0 0 0 1], [0 0 1 0 0 0 1 1 0 0 0 1], [0 0 1 0 0 0 1 1 0 0 0 1], [0 0 1 0 0 0 1 1 0 0 0 1], [0 0 1 0 0 0 1 1 0 0 0 1], [0 0 1 0 0 0 1 1 0 0 0 1], [0 0 1 0 0 0 1 1 0 0 0 1], [0 0 1 0 0 0 1 1 0 0 0 1], [0 0 1 1 0 0 1 1 0 0 0 1], [0 0 1 1 0 0 1 1 0 0 0 1], [0 0 1 1 0 0 1 1 0 0 0 1], [0 0 1 1 0 0 1 1 0 0 0 1], [0 0 1 1 0 0 1 1 0 0 0 1], [0 0 1 1 0 0 1 1 0 0 0 1], [0 0 1 1 0 0 1 1 0 0 0 1], [0 0 1 1 0 0 1 1 0 0 0 1], [0 0 1 1 0 0 1 1 0 0 0 1], [0 0 1 1 0 0 1 1 0 0 0 1], [0 0 1 1 0 0 1 1 0 0 0 1], [0 0 1 1 0 0 1 1 0 0 0 1], [0 0 1 1 0 0 1 1 0 0 0 1], [0 0 1 1 0 0 1 1 1 0 0 1], [0 0 1 1 0 0 1 1 1 0 0 1], [0 0 1 1 0 0 1 1 1 0 0 1], [0 0 1 1 0 0 1 1 1 0 0 1], [0 0 1 1 0 0 1 1 1 0 0 1], [0 0 1 1 0 0 1 1 1 0 0 1], [0 0 1 1 0 0 1 1 1 0 0 1], [0 0 1 1 0 0 1 1 1 0 0 1], [0 0 1 1 0 0 1 1 1 0 0 1], [0 0 1 1 0 0 1 1 1 0 0 1], [0 0 1 1 0 0 1 1 1 0 0 1], [0 0 1 1 0 0 1 1 1 0 0 1], [0 0 1 1 0 0 1 1 1 0 0 1], [0 1 1 1 0 0 1 1 1 0 0 1], [0 1 1 1 0 0 1 1 1 0 0 1], [0 1 1 1 0 0 1 1 1 0 0 1], [0 1 1 1 0 0 1 1 1 0 0 1], [0 1 1 1 0 0 1 1 1 0 0 1], [0 1 1 1 0 0 1 1 1 0 0 1], [0 1 1 1 0 0 1 1 1 0 0 1], [0 1 1 1 0 0 1 1 1 0 0 1], [0 1 1 1 0 0 1 1 1 0 0 1], [0 1 1 1 0 0 1 1 1 0 0 1], [0 1 1 1 0 0 1 1 1 0 0 1], [0 1 1 1 0 0 1 1 1 0 0 1], [0 1 1 1 0 0 1 1 1 0 0 1], [1 1 1 1 0 0 1 1 1 0 0 1], [1 1 1 1 0 0 1 1 1 0 0 1], [1 1 1 1 0 0 1 1 1 0 0 1], [1 1 1 1 0 0 1 1 1 0 0 1], [1 1 1 1 0 0 1 1 1 0 0 1], [1 1 1 1 0 0 1 1 1 0 0 1], [1 1 1 1 0 0 1 1 1 0 0 1], [1 1 1 1 0 0 1 1 1 0 0 1], [1 1 1 1 0 0 1 1 1 0 0 1], [1 1 1 1 0 0 1 1 1 0 0 1], [1 1 1 1 0 0 1 1 1 0 0 1], [1 1 1 1 0 0 1 1 1 0 0 1], [1 1 1 1 0 0 1 1 1 0 0 1], [1 1 1 1 1 0 1 1 1 0 0 1], [1 1 1 1 1 0 1 1 1 0 0 1], [1 1 1 1 1 0 1 1 1 0 0 1], [1 1 1 1 1 0 1 1 1 0 0 1], [1 1 1 1 1 0 1 1 1 0 0 1], [1 1 1 1 1 0 1 1 1 0 0 1], [1 1 1 1 1 0 1 1 1 0 0 1], [1 1 1 1 1 0 1 1 1 0 0 1], [1 1 1 1 1 0 1 1 1 0 0 1], [1 1 1 1 1 0 1 1 1 0 0 1], [1 1 1 1 1 0 1 1 1 0 0 1], [1 1 1 1 1 0 1 1 1 0 0 1] | [1 1 1 1 1 0 1 1 1 0 0 1]
jarvis_march
naive_string_matcher: string: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1], key: [3 3 2 3 2 1 3 2 1 1 0 3 2 0 1 0 0 3 3 3 3 2 1 2 1 3 2 1], initial_trace: 0 trace | s:
1, 2, 2, 3, 4, 4, 4, 4 | 4
naive_string_matcher
insertion_sort: key: [0.991 0.316 0.655 0.528 0.217 0.245 0.607 0.174 0.879 0.363 0.949 0.827 0.712 0.42 0.722 0.897 0.984 0.273 0.829], initial_trace: [0.991 0.316 0.655 0.528 0.217 0.245 0.607 0.174 0.879 0.363 0.949 0.827 0.712 0.42 0.722 0.897 0.984 0.273 0.829] trace | pred:
[0.316 0.991 0.655 0.528 0.217 0.245 0.607 0.174 0.879 0.363 0.949 0.827 0.712 0.42 0.722 0.897 0.984 0.273 0.829], [0.316 0.655 0.991 0.528 0.217 0.245 0.607 0.174 0.879 0.363 0.949 0.827 0.712 0.42 0.722 0.897 0.984 0.273 0.829], [0.316 0.528 0.655 0.991 0.217 0.245 0.607 0.174 0.879 0.363 0.949 0.827 0.712 0.42 0.722 0.897 0.984 0.273 0.829], [0.217 0.316 0.528 0.655 0.991 0.245 0.607 0.174 0.879 0.363 0.949 0.827 0.712 0.42 0.722 0.897 0.984 0.273 0.829], [0.217 0.245 0.316 0.528 0.655 0.991 0.607 0.174 0.879 0.363 0.949 0.827 0.712 0.42 0.722 0.897 0.984 0.273 0.829], [0.217 0.245 0.316 0.528 0.607 0.655 0.991 0.174 0.879 0.363 0.949 0.827 0.712 0.42 0.722 0.897 0.984 0.273 0.829], [0.174 0.217 0.245 0.316 0.528 0.607 0.655 0.991 0.879 0.363 0.949 0.827 0.712 0.42 0.722 0.897 0.984 0.273 0.829], [0.174 0.217 0.245 0.316 0.528 0.607 0.655 0.879 0.991 0.363 0.949 0.827 0.712 0.42 0.722 0.897 0.984 0.273 0.829], [0.174 0.217 0.245 0.316 0.363 0.528 0.607 0.655 0.879 0.991 0.949 0.827 0.712 0.42 0.722 0.897 0.984 0.273 0.829], [0.174 0.217 0.245 0.316 0.363 0.528 0.607 0.655 0.879 0.949 0.991 0.827 0.712 0.42 0.722 0.897 0.984 0.273 0.829], [0.174 0.217 0.245 0.316 0.363 0.528 0.607 0.655 0.827 0.879 0.949 0.991 0.712 0.42 0.722 0.897 0.984 0.273 0.829], [0.174 0.217 0.245 0.316 0.363 0.528 0.607 0.655 0.712 0.827 0.879 0.949 0.991 0.42 0.722 0.897 0.984 0.273 0.829], [0.174 0.217 0.245 0.316 0.363 0.42 0.528 0.607 0.655 0.712 0.827 0.879 0.949 0.991 0.722 0.897 0.984 0.273 0.829], [0.174 0.217 0.245 0.316 0.363 0.42 0.528 0.607 0.655 0.712 0.722 0.827 0.879 0.949 0.991 0.897 0.984 0.273 0.829], [0.174 0.217 0.245 0.316 0.363 0.42 0.528 0.607 0.655 0.712 0.722 0.827 0.879 0.897 0.949 0.991 0.984 0.273 0.829], [0.174 0.217 0.245 0.316 0.363 0.42 0.528 0.607 0.655 0.712 0.722 0.827 0.879 0.897 0.949 0.984 0.991 0.273 0.829], [0.174 0.217 0.245 0.273 0.316 0.363 0.42 0.528 0.607 0.655 0.712 0.722 0.827 0.879 0.897 0.949 0.984 0.991 0.829] | [0.174 0.217 0.245 0.273 0.316 0.363 0.42 0.528 0.607 0.655 0.712 0.722 0.827 0.829 0.879 0.897 0.949 0.984 0.991]
insertion_sort
naive_string_matcher: string: [0 0 0 1], key: [2 3 3 2], initial_trace: 0 trace | s:
| 0
naive_string_matcher
bellman_ford: s: 1, A: [[0.032 0 0 0.592 0 0.839 0 0.666 0.863 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.379 0 0 0.287 0.161 0.406 0.583 0], [0 0.492 0.407 0 0.51 0.687 0 0 0.122 0.212 0 0 0 0.553 0.516 0 0 0.273 0 0 0 0 0.446 0.315 0 0 0 0 0 0 0.434], [0 0.407 0 0 0 0 0 0 0 0 0.469 0 0 0 0 0 0 0.17 0 0.365 0 0 0 0 0 0 0 0.241 0 0 0], [0.592 0 0 0.352 0 0.589 0 0 0 0 0 0 0 0.323 0 0.378 0.256 0.307 0 0 0 0 0 0 0 0 0 0.088 0 0 0], [0 0.51 0 0 0.081 0 0 0 0 0.293 0.39 0 0.918 0 0 0 0 0 0.725 0 0 0.235 0 0 0 0 0 0 0 0.67 0], [0.839 0.687 0 0.589 0 0.251 0.105 0 0 0.506 0 0 0.343 0 0 0 0.542 0.77 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0.105 0.316 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.644 0.612 0 0.356 0.127 0 0 0], [0.666 0 0 0 0 0 0 0.769 0 0 0 0 0 0 0.472 0 0.388 0 0 0 0 0.814 0.798 0.518 0 0.669 0 0 0 0 0], [0.863 0.122 0 0 0 0 0 0 0.058 0.337 0.238 0 0.125 0 0 0 0.768 0 0 0 0 0.327 0 0 0 0 0 0 0 0 0], [0 0.212 0 0 0.293 0.506 0 0 0.337 0.32 0 0 0 0.595 0 0 0.156 0 0 0 0 0 0 0 0.61 0 0 0 0 0 0], [0 0 0.469 0 0.39 0 0 0 0.238 0 0 0.358 0 0 0 0 0 0 0 0.326 0 0.804 0 0 0 0 0 0.636 0.595 0 0], [0 0 0 0 0 0 0 0 0 0 0.358 0 0 0.501 0.521 0 0 0 0 0.786 0 0.269 0 0.394 0.408 0 0 0 0 0 0], [0 0 0 0 0.918 0.343 0 0 0.125 0 0 0 0 0 0 0 0.086 0 0 0.65 0 0 0.396 0.497 0.172 0 0 0 0.713 0 0], [0 0.553 0 0.323 0 0 0 0 0 0.595 0 0.501 0 0 0 0 0 0 0 0 0 0.372 0 0 0.75 0 0.114 0.755 0 0 0], [0 0.516 0 0 0 0 0 0.472 0 0 0 0.521 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.071 0.499 0.303], [0 0 0 0.378 0 0 0 0 0 0 0 0 0 0 0 0.713 0 0 0 0 0 0 0 0 0 0 0 0 0 0.263 0], [0 0 0 0.256 0 0.542 0 0.388 0.768 0.156 0 0 0.086 0 0 0 0 0 0.492 0 0 0 0 0 0 0 0.912 0 0 0 0.454], [0 0.273 0.17 0.307 0 0.77 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.133 0.045 0 0 0 0 0 0], [0 0 0 0 0.725 0 0 0 0 0 0 0 0 0 0 0 0.492 0 0.828 0 0 0 0 0 0.247 0 0 0 0.18 0 0.257], [0 0 0.365 0 0 0 0 0 0 0 0.326 0.786 0.65 0 0 0 0 0 0 0 0.168 0 0 0 0 0.447 0 0.475 0 0.335 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.168 0.373 0 0 0 0 0 0 0 0 0.2 0.672], [0 0 0 0 0.235 0 0 0.814 0.327 0 0.804 0.269 0 0.372 0 0 0 0 0 0 0 0.915 0 0.686 0 0.913 0 0.62 0 0 0.649], [0 0.446 0 0 0 0 0 0.798 0 0 0 0 0.396 0 0 0 0 0 0 0 0 0 0 0.842 0.345 0 0 0 0 0 0], [0.379 0.315 0 0 0 0 0.644 0.518 0 0 0 0.394 0.497 0 0 0 0 0.133 0 0 0 0.686 0.842 0 0 0.387 0 0 0 0 0.297], [0 0 0 0 0 0 0.612 0 0 0.61 0 0.408 0.172 0.75 0 0 0 0.045 0.247 0 0 0 0.345 0 0 0 0.177 0.36 0 0.644 0.467], [0 0 0 0 0 0 0 0.669 0 0 0 0 0 0 0 0 0 0 0 0.447 0 0.913 0 0.387 0 0.803 0 0 0 0.654 0], [0.287 0 0 0 0 0 0.356 0 0 0 0 0 0 0.114 0 0 0.912 0 0 0 0 0 0 0 0.177 0 0.078 0 0 0.763 0], [0.161 0 0.241 0.088 0 0 0.127 0 0 0 0.636 0 0 0.755 0 0 0 0 0 0.475 0 0.62 0 0 0.36 0 0 0.317 0.728 0.146 0.59], [0.406 0 0 0 0 0 0 0 0 0 0.595 0 0.713 0 0.071 0 0 0 0.18 0 0 0 0 0 0 0 0 0.728 0.285 0.27 0], [0.583 0 0 0 0.67 0 0 0 0 0 0 0 0 0 0.499 0.263 0 0 0 0.335 0.2 0 0 0 0.644 0.654 0.763 0.146 0.27 0.221 0], [0 0.434 0 0 0 0 0 0 0 0 0 0 0 0 0.303 0 0.454 0 0.257 0 0.672 0.649 0 0.297 0.467 0 0 0.59 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30] trace | pi:
[0 1 1 3 1 1 6 7 1 1 10 11 12 1 1 15 16 1 18 19 20 21 1 1 24 25 26 27 28 29 1], [23 1 1 17 9 1 5 23 1 1 8 23 8 1 1 15 9 1 30 2 30 8 1 1 17 23 13 2 14 14 1], [23 1 1 17 9 12 27 16 1 1 8 23 8 1 1 3 12 1 24 10 19 8 1 1 17 23 24 2 14 27 1] | [23 1 1 17 9 12 5 16 1 1 8 23 8 1 1 3 12 1 24 10 19 8 1 1 17 23 24 2 14 27 1]
bellman_ford
mst_kruskal: A: [[0 0.618 0 0 0], [0.618 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]] 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 1 0 0 0], [1 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0]]
mst_kruskal
bridges: A: [[1 0 0 0], [0 0 0 0], [0 0 0 0], [0 0 0 0]], initial_trace: [[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]] trace | is_bridge:
[[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]], [[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]], [[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]], [[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]], [[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]], [[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]], [[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]], [[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]], [[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]], [[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]] | [[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]]
bridges
activity_selector: s: [0.313 0.99 0.797 0.064 0.305], f: [0.621 0.996 0.886 0.436 0.944], initial_trace: [0 0 0 0 0] trace | selected:
[0 0 0 1 0], [0 0 0 1 0], [0 0 1 1 0], [0 0 1 1 0] | [0 1 1 1 0]
activity_selector
mst_prim: s: 14, A: [[0 0 0 0 0 0.32 0 0.227 0 0 0 0 0.206 0 0], [0 0 0 0.392 0 0 0 0 0 0 0.239 0 0 0 0], [0 0 0 0 0.414 0.064 0 0.831 0 0.335 0 0 0.674 0.678 0], [0 0.392 0 0 0.569 0 0 0.321 0 0 0 0 0 0 0], [0 0 0.414 0.569 0 0 0 0.664 0 0 0 0.525 0 0 0.569], [0.32 0 0.064 0 0 0.682 0 0 0 0 0.255 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0.227 0 0.831 0.321 0.664 0 0 0 0 0 0 0 0.692 0 0], [0 0 0 0 0 0 0 0 0.518 0 0.332 0 0 0 0], [0 0 0.335 0 0 0 0 0 0 0.691 0 0.575 0 0 0], [0 0.239 0 0 0 0.255 0 0 0.332 0 0.358 0 0 0 0], [0 0 0 0 0.525 0 0 0 0 0.575 0 0 0 0 0], [0.206 0 0.674 0 0 0 0 0.692 0 0 0 0 0 0 0], [0 0 0.678 0 0 0 0 0 0 0 0 0 0 0.697 0], [0 0 0 0 0.569 0 0 0 0 0 0 0 0 0 0.084]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14] trace | pi:
[0 1 2 3 14 5 6 7 8 9 10 11 12 13 14], [0 1 4 4 14 5 6 4 8 9 10 4 12 13 14], [0 1 4 4 14 2 6 4 8 2 10 4 2 2 14], [5 1 4 4 14 2 6 4 8 2 5 4 2 2 14], [5 10 4 4 14 2 6 4 10 2 5 4 2 2 14], [5 10 4 1 14 2 6 4 10 2 5 4 2 2 14], [5 10 4 1 14 2 6 0 10 2 5 4 0 2 14], [5 10 4 1 14 2 6 0 10 2 5 4 0 2 14], [5 10 4 7 14 2 6 0 10 2 5 4 0 2 14], [5 10 4 7 14 2 6 0 10 2 5 4 0 2 14], [5 10 4 7 14 2 6 0 10 2 5 4 0 2 14], [5 10 4 7 14 2 6 0 10 2 5 4 0 2 14], [5 10 4 7 14 2 6 0 10 2 5 4 0 2 14] | [5 10 4 7 14 2 6 0 10 2 5 4 0 2 14]
mst_prim
naive_string_matcher: string: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1], key: [3 3 1 0 0 3 1 0 1 0 3 3 1 2 0 0 0 0 3], initial_trace: 0 trace | s:
1, 2, 3, 3 | 3
naive_string_matcher
dfs: A: [[0 0 0 1 1 0 0 0 0 0 1 1 1 1 0 1 0 1 0 0 1 1 1], [1 1 1 0 0 0 1 0 0 0 1 1 0 0 0 0 1 0 0 0 0 0 0], [1 0 1 1 0 0 1 1 0 0 1 0 1 1 1 1 1 0 0 1 1 0 1], [0 1 0 1 1 1 1 1 1 1 0 0 1 0 1 0 0 1 1 0 0 0 0], [0 0 1 0 1 1 1 1 1 0 0 1 1 1 0 1 1 0 0 0 0 1 0], [0 0 1 0 1 0 1 1 0 1 1 1 1 1 0 1 0 0 1 0 1 0 0], [1 1 0 0 0 0 0 0 0 1 0 1 1 1 1 1 1 0 0 0 0 0 0], [0 1 1 1 0 1 0 0 0 1 0 1 0 1 0 0 1 1 0 0 1 1 0], [0 0 1 0 1 0 1 1 1 1 1 0 0 1 0 1 1 1 0 0 1 0 0], [1 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 1 1 1], [0 1 1 0 1 0 1 1 0 1 1 0 1 0 1 1 0 0 1 0 0 1 0], [0 1 1 0 1 0 1 0 0 0 0 1 1 1 0 0 0 1 1 1 0 0 0], [1 0 0 1 1 0 1 0 1 0 0 0 0 0 0 0 1 1 0 0 0 0 0], [1 0 1 1 0 0 1 0 1 1 1 1 0 1 1 1 1 1 1 1 0 0 0], [1 0 1 0 0 0 1 1 0 1 0 1 1 0 0 0 1 1 1 1 1 1 0], [0 0 1 0 0 0 0 0 1 1 0 0 0 1 1 1 1 1 1 1 0 1 1], [0 1 1 0 1 1 0 0 1 1 1 1 0 1 0 0 1 1 1 0 1 1 0], [0 1 1 1 1 1 0 0 0 0 1 1 1 1 0 0 0 0 1 1 1 0 1], [1 0 1 1 1 0 0 1 1 1 0 0 1 0 0 1 0 1 1 0 1 0 0], [1 1 1 1 0 1 1 1 0 0 0 1 1 0 1 0 1 1 1 0 1 0 0], [1 1 1 0 0 1 1 1 1 1 0 1 0 0 1 1 0 0 1 1 1 0 0], [0 0 1 0 0 0 0 1 0 0 1 1 1 1 1 0 1 0 1 1 0 0 0], [0 0 0 1 1 0 0 1 0 0 1 1 1 0 1 1 0 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 19 20 21 22] trace | pi:
[0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 1 2 0 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 1 2 0 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 3 2 0 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 3 2 0 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 3 1 0 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 3 1 0 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 3 1 0 4 5 2 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 3 1 0 4 5 2 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 3 1 0 4 5 2 7 8 6 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 3 1 0 4 5 2 7 8 6 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 3 1 0 9 5 2 7 8 6 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 3 1 0 9 5 2 7 8 6 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 3 1 0 9 4 2 7 8 6 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 3 1 0 9 4 2 7 8 6 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 3 1 0 9 4 2 5 8 6 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 3 1 0 9 4 2 5 8 6 10 11 12 13 14 15 16 17 18 19 20 21 22], [0 3 1 0 9 4 2 5 8 6 10 7 12 13 14 15 16 17 18 19 20 21 22], [0 3 1 0 9 4 2 5 8 6 10 7 12 13 14 15 16 17 18 19 20 21 22], [0 3 1 0 9 4 2 5 8 6 10 7 11 13 14 15 16 17 18 19 20 21 22], [0 3 1 0 9 4 2 5 8 6 10 7 11 13 14 15 16 17 18 19 20 21 22], [0 3 1 0 9 4 2 5 12 6 10 7 11 13 14 15 16 17 18 19 20 21 22], [0 3 1 0 9 4 2 5 12 6 10 7 11 13 14 15 16 17 18 19 20 21 22], [0 3 1 0 9 4 2 5 12 6 8 7 11 13 14 15 16 17 18 19 20 21 22], [0 3 1 0 9 4 2 5 12 6 8 7 11 13 14 15 16 17 18 19 20 21 22], [0 3 1 0 9 4 2 5 12 6 8 7 11 13 10 15 16 17 18 19 20 21 22], [0 3 1 0 9 4 2 5 12 6 8 7 11 13 10 15 16 17 18 19 20 21 22], [0 3 1 0 9 4 2 5 12 6 8 7 11 13 10 15 14 17 18 19 20 21 22], [0 3 1 0 9 4 2 5 12 6 8 7 11 13 10 15 14 17 18 19 20 21 22], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 15 14 17 18 19 20 21 22], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 15 14 17 18 19 20 21 22], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 17 18 19 20 21 22], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 17 18 19 20 21 22], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 15 18 19 20 21 22], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 15 18 19 20 21 22], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 15 17 19 20 21 22], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 15 17 19 20 21 22], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 15 17 19 18 21 22], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 15 17 19 18 21 22], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 15 17 20 18 21 22], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 15 17 20 18 21 22], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 15 17 20 18 21 22], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 15 17 20 18 21 22], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 15 17 20 18 21 22], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 15 17 20 18 21 17], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 15 17 20 18 21 17], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 15 17 20 18 21 17], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 15 17 20 18 21 17], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 15 17 20 18 15 17], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 15 17 20 18 15 17], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 15 17 20 18 15 17], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 15 17 20 18 15 17], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 15 17 20 18 15 17], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 15 17 20 18 15 17], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 15 17 20 18 15 17], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 15 17 20 18 15 17], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 15 17 20 18 15 17], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 15 17 20 18 15 17], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 15 17 20 18 15 17], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 15 17 20 18 15 17], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 15 17 20 18 15 17], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 15 17 20 18 15 17], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 15 17 20 18 15 17], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 15 17 20 18 15 17], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 15 17 20 18 15 17], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 15 17 20 18 15 17], [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 15 17 20 18 15 17] | [0 3 1 0 9 4 2 5 12 6 8 7 11 16 10 13 14 15 17 20 18 15 17]
dfs
segments_intersect: x: [0.262 0.954 0.623 0.754], y: [0.959 0.809 0.951 0.786] intersect:
1
segments_intersect
matrix_chain_order: p: [0.428 0.646 0.288 0.941 0.212 0.013 0.756 0.939 0.096 0.299], initial_trace: [[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]] trace | s:
[[0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0], [0 0 0 2 0 0 0 0 0 0], [0 0 0 0 3 0 0 0 0 0], [0 0 0 0 0 4 0 0 0 0], [0 0 0 0 0 0 5 0 0 0], [0 0 0 0 0 0 0 6 0 0], [0 0 0 0 0 0 0 0 7 0], [0 0 0 0 0 0 0 0 0 8], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 1 2 2 0 0 0 0 0], [0 0 0 2 2 3 0 0 0 0], [0 0 0 0 3 3 4 0 0 0], [0 0 0 0 0 4 5 5 0 0], [0 0 0 0 0 0 5 5 6 0], [0 0 0 0 0 0 0 6 7 7], [0 0 0 0 0 0 0 0 7 8], [0 0 0 0 0 0 0 0 0 8], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 1 2 1 2 4 4 4 0], [0 0 0 2 2 2 5 5 4 5], [0 0 0 0 3 3 5 5 5 5], [0 0 0 0 0 4 5 5 5 5], [0 0 0 0 0 0 5 5 5 5], [0 0 0 0 0 0 0 6 7 8], [0 0 0 0 0 0 0 0 7 8], [0 0 0 0 0 0 0 0 0 8], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 1 2 1 1 5 5 5 5], [0 0 0 2 2 2 5 5 5 5], [0 0 0 0 3 3 5 5 5 5], [0 0 0 0 0 4 5 5 5 5], [0 0 0 0 0 0 5 5 5 5], [0 0 0 0 0 0 0 6 7 8], [0 0 0 0 0 0 0 0 7 8], [0 0 0 0 0 0 0 0 0 8], [0 0 0 0 0 0 0 0 0 0]] | [[0 0 0 0 0 0 0 0 0 0], [0 0 1 2 1 1 5 5 5 5], [0 0 0 2 2 2 5 5 5 5], [0 0 0 0 3 3 5 5 5 5], [0 0 0 0 0 4 5 5 5 5], [0 0 0 0 0 0 5 5 5 5], [0 0 0 0 0 0 0 6 7 8], [0 0 0 0 0 0 0 0 7 8], [0 0 0 0 0 0 0 0 0 8], [0 0 0 0 0 0 0 0 0 0]]
matrix_chain_order
insertion_sort: key: [0.967 0.433 0.082 0.694 0.354 0.919 0.256 0.74 0.44 0.708 0.852 0.597], initial_trace: [0.967 0.433 0.082 0.694 0.354 0.919 0.256 0.74 0.44 0.708 0.852 0.597] trace | pred:
[0.433 0.967 0.082 0.694 0.354 0.919 0.256 0.74 0.44 0.708 0.852 0.597], [0.082 0.433 0.967 0.694 0.354 0.919 0.256 0.74 0.44 0.708 0.852 0.597], [0.082 0.433 0.694 0.967 0.354 0.919 0.256 0.74 0.44 0.708 0.852 0.597], [0.082 0.354 0.433 0.694 0.967 0.919 0.256 0.74 0.44 0.708 0.852 0.597], [0.082 0.354 0.433 0.694 0.919 0.967 0.256 0.74 0.44 0.708 0.852 0.597], [0.082 0.256 0.354 0.433 0.694 0.919 0.967 0.74 0.44 0.708 0.852 0.597], [0.082 0.256 0.354 0.433 0.694 0.74 0.919 0.967 0.44 0.708 0.852 0.597], [0.082 0.256 0.354 0.433 0.44 0.694 0.74 0.919 0.967 0.708 0.852 0.597], [0.082 0.256 0.354 0.433 0.44 0.694 0.708 0.74 0.919 0.967 0.852 0.597], [0.082 0.256 0.354 0.433 0.44 0.694 0.708 0.74 0.852 0.919 0.967 0.597] | [0.082 0.256 0.354 0.433 0.44 0.597 0.694 0.708 0.74 0.852 0.919 0.967]
insertion_sort
dijkstra: s: 17, A: [[0 0 0.52 0 0.384 0.664 0.541 0 0 0 0 0 0 0 0 0 0 0.331 0], [0 0 0.546 0 0.894 0 0 0.177 0.425 0 0 0.549 0 0 0 0.116 0 0 0], [0.52 0.546 0 0 0 0 0.784 0 0.277 0.325 0 0.369 0.498 0.504 0 0 0 0.847 0.279], [0 0 0 0 0 0 0 0 0 0 0 0.603 0 0 0 0 0 0 0], [0.384 0.894 0 0 0 0.454 0 0 0.721 0.422 0 0 0 0 0 0.606 0 0 0], [0.664 0 0 0 0.454 0 0 0.406 0 0.39 0 0 0.691 0 0 0 0 0 0], [0.541 0 0.784 0 0 0 0 0.975 0 0 0 0.314 0 0 0 0 0 0.151 0], [0 0.177 0 0 0 0.406 0.975 0 0 0 0 0.246 0.724 0 0 0 0 0 0], [0 0.425 0.277 0 0.721 0 0 0 0 0.356 0 0 0.183 0.124 0 0 0 0 0], [0 0 0.325 0 0.422 0.39 0 0 0.356 0 0 0.752 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0.389 0 0 0 0.44 0 0 0 0], [0 0.549 0.369 0.603 0 0 0.314 0.246 0 0.752 0 0 0 0 0 0.895 0 0 0.705], [0 0 0.498 0 0 0.691 0 0.724 0.183 0 0 0 0.508 0 0 0 0 0 0], [0 0 0.504 0 0 0 0 0 0.124 0 0 0 0 0.752 0.964 0.359 0 0 0], [0 0 0 0 0 0 0 0 0 0 0.44 0 0 0.964 0.282 0 0 0 0.165], [0 0.116 0 0 0.606 0 0 0 0 0 0 0.895 0 0.359 0 0.807 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.412], [0.331 0 0.847 0 0 0 0.151 0 0 0 0 0 0 0 0 0 0 0.746 0], [0 0 0.279 0 0 0 0 0 0 0 0 0.705 0 0 0.165 0 0.412 0 0.152]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18] trace | pi:
[17 1 17 3 4 5 17 7 8 9 10 11 12 13 14 15 16 17 18], [17 1 17 3 4 5 17 6 8 9 10 6 12 13 14 15 16 17 18], [17 1 17 3 0 0 17 6 8 9 10 6 12 13 14 15 16 17 18], [17 11 11 11 0 0 17 11 8 11 10 6 12 13 14 11 16 17 11], [17 7 11 11 0 0 17 11 8 11 10 6 7 13 14 11 16 17 11], [17 7 11 11 0 0 17 11 4 4 10 6 7 13 14 4 16 17 11], [17 7 11 11 0 0 17 11 2 4 10 6 2 2 14 4 16 17 2], [17 7 11 11 0 0 17 11 2 4 10 6 2 2 14 1 16 17 2], [17 7 11 11 0 0 17 11 2 4 10 6 2 2 14 1 16 17 2], [17 7 11 11 0 0 17 11 2 4 10 6 2 2 14 1 16 17 2], [17 7 11 11 0 0 17 11 2 4 10 6 2 2 14 1 16 17 2], [17 7 11 11 0 0 17 11 2 4 10 6 8 8 14 1 16 17 2], [17 7 11 11 0 0 17 11 2 4 10 6 8 8 18 1 18 17 2], [17 7 11 11 0 0 17 11 2 4 10 6 8 8 18 1 18 17 2], [17 7 11 11 0 0 17 11 2 4 10 6 8 8 18 1 18 17 2], [17 7 11 11 0 0 17 11 2 4 14 6 8 8 18 1 18 17 2], [17 7 11 11 0 0 17 11 2 4 14 6 8 8 18 1 18 17 2], [17 7 11 11 0 0 17 11 2 4 14 6 8 8 18 1 18 17 2] | [17 7 11 11 0 0 17 11 2 4 14 6 8 8 18 1 18 17 2]
dijkstra
dfs: A: [[0 1 0 0], [0 1 1 0], [0 0 1 1], [0 1 0 0]], 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
segments_intersect: x: [0.477 0.918 0.562 0.614], y: [0.455 0.789 0.688 0.138] intersect:
1
segments_intersect
find_maximum_subarray_kadane: key: [-0.748 0.632 -0.948 0.539 0.124 -0.705 0.177 0.802 0.728 -0.503], initial_trace: (0, 0) trace | (best_low, best_high):
(1, 1), (1, 1), (1, 1), (3, 4), (3, 4), (3, 4), (6, 7), (6, 8) | (6, 8)
find_maximum_subarray_kadane
graham_scan: x: [1.62 -1.08 1.5 0.663 -0.523 1.07 0.395 -1.68 0.103 1.85 -0.009 0.103 0.596 1.81 -0.395 -1.34 -1.1 0.396 1.44 0.045 -0.846 -1.72 -0.711 -0.753 0.823 -0.011 -1.01 0.243 -1.02 1.18 -1.52], y: [-1.07 1.22 0.817 -0.654 -0.353 0.609 0.304 -0.958 -1.56 0.708 -0.185 -0.33 -0.204 -0.377 0.825 -1.07 0.331 1.14 0.019 1.06 -1.36 -0.347 -0.039 1.65 -1.41 -1.16 1.19 -0.378 -0.616 -0.258 -0.388], 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 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 0 0 1 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 1 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 1 0 0 0 0 1 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 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 1 0], [1 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0], [1 0 0 1 0 0 0 0 1 1 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 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0], [1 0 1 0 0 0 0 0 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0], [1 0 1 0 0 1 0 0 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0], [1 0 1 0 0 1 0 0 1 1 0 0 1 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0], [1 0 1 0 0 1 0 0 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0], [1 0 1 0 0 0 0 0 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0], [1 0 1 0 0 0 1 0 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0], [1 0 1 0 0 0 1 0 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0], [1 0 1 0 0 0 1 0 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0], [1 0 1 0 0 0 0 0 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0], [1 0 1 0 0 0 0 0 1 1 0 0 0 1 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0], [1 0 1 0 0 0 0 0 1 1 0 1 0 1 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0], [1 0 1 0 0 0 0 0 1 1 0 0 0 1 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0], [1 0 1 0 0 0 0 0 1 1 0 0 0 1 0 0 0 1 0 1 0 0 0 0 1 0 0 0 0 0 0], [1 0 1 0 0 0 0 0 1 1 1 0 0 1 0 0 0 1 0 1 0 0 0 0 1 0 0 0 0 0 0], [1 0 1 0 0 0 0 0 1 1 0 0 0 1 0 0 0 1 0 1 0 0 0 0 1 0 0 0 0 0 0], [1 0 1 0 0 0 0 0 1 1 0 0 0 1 1 0 0 1 0 1 0 0 0 0 1 0 0 0 0 0 0], [1 0 1 0 0 0 0 0 1 1 0 0 0 1 0 0 0 1 0 1 0 0 0 0 1 0 0 0 0 0 0], [1 0 1 0 0 0 0 0 1 1 0 0 0 1 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0], [1 0 1 0 0 0 0 0 1 1 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 1 1 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 1 1 0 0 0 1 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 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 0], [1 0 0 0 0 0 0 0 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 1 0 0 0 0], [1 0 0 0 0 0 0 0 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0], [1 1 0 0 0 0 0 0 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0], [1 1 0 0 1 0 0 0 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0], [1 1 0 0 0 0 0 0 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0], [1 1 0 0 0 0 0 0 1 1 0 0 0 1 0 0 0 0 0 0 0 0 1 1 1 0 0 0 0 0 0], [1 1 0 0 0 0 0 0 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0], [1 1 0 0 0 0 0 0 1 1 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1 0 0 0 0 0 0], [1 1 0 0 0 0 0 0 1 1 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1 0 0 0 1 0 0], [1 1 0 0 0 0 0 0 1 1 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1 0 0 0 0 0 0], [1 1 0 0 0 0 0 0 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0], [1 1 0 0 0 0 0 0 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 1], [1 1 0 0 0 0 0 0 1 1 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0], [1 1 0 0 0 0 0 0 1 1 0 0 0 1 0 0 0 0 0 0 0 1 0 1 1 0 0 0 0 0 0], [1 1 0 0 0 0 0 1 1 1 0 0 0 1 0 0 0 0 0 0 0 1 0 1 1 0 0 0 0 0 0], [1 1 0 0 0 0 0 1 1 1 0 0 0 1 0 1 0 0 0 0 0 1 0 1 1 0 0 0 0 0 0], [1 1 0 0 0 0 0 1 1 1 0 0 0 1 0 0 0 0 0 0 0 1 0 1 1 0 0 0 0 0 0] | [1 1 0 0 0 0 0 1 1 1 0 0 0 1 0 0 0 0 0 0 1 1 0 1 1 0 0 0 0 0 0]
graham_scan
activity_selector: s: [0.343 0.591 0.455 0.212 0.256 0.286 0.258 0.135 0.085 0.655 0.185], f: [0.914 0.618 0.462 0.986 0.885 0.445 0.545 0.238 0.768 0.921 0.584], initial_trace: [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 1 0 1 0 0 0], [0 0 1 0 0 1 0 1 0 0 0], [0 0 1 0 0 1 0 1 0 0 0], [0 0 1 0 0 1 0 1 0 0 0], [0 1 1 0 0 1 0 1 0 0 0], [0 1 1 0 0 1 0 1 0 0 0], [0 1 1 0 0 1 0 1 0 0 0], [0 1 1 0 0 1 0 1 0 0 0], [0 1 1 0 0 1 0 1 0 1 0] | [0 1 1 0 0 1 0 1 0 1 0]
activity_selector
task_scheduling: d: [25 16 14 28 8 29 29 28 17 26 10 16 4 1 3 26 2 31 6 29 11 30 30 10 18 25 11 23 16 14 1], w: [0.054 0.201 0.779 0.829 0.74 0.601 0.28 0.88 0.788 0.005 0.432 0.652 0.498 0.295 0.844 0.675 0.496 0.636 0.976 0.65 0.527 0.184 0.195 0.686 0.78 0.57 0.349 0.203 0.632 0.171 0.582], 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 1 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 1 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 1 1 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 1 1 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 1 1 0 0 0 1 1 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 1 1 1 0 0 1 1 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0], [0 0 1 1 1 0 0 1 1 0 0 0 0 0 1 0 0 0 1 0 0 0 0 1 1 0 0 0 0 0 0], [0 0 1 1 1 0 0 1 1 0 0 0 0 0 1 1 0 0 1 0 0 0 0 1 1 0 0 0 0 0 0], [0 0 1 1 1 0 0 1 1 0 0 1 0 0 1 1 0 0 1 0 0 0 0 1 1 0 0 0 0 0 0], [0 0 1 1 1 0 0 1 1 0 0 1 0 0 1 1 0 0 1 1 0 0 0 1 1 0 0 0 0 0 0], [0 0 1 1 1 0 0 1 1 0 0 1 0 0 1 1 0 1 1 1 0 0 0 1 1 0 0 0 0 0 0], [0 0 1 1 1 0 0 1 1 0 0 1 0 0 1 1 0 1 1 1 0 0 0 1 1 0 0 0 1 0 0], [0 0 1 1 1 1 0 1 1 0 0 1 0 0 1 1 0 1 1 1 0 0 0 1 1 0 0 0 1 0 0], [0 0 1 1 1 1 0 1 1 0 0 1 0 0 1 1 0 1 1 1 0 0 0 1 1 0 0 0 1 0 0], [0 0 1 1 1 1 0 1 1 0 0 1 0 0 1 1 0 1 1 1 0 0 0 1 1 1 0 0 1 0 0], [0 0 1 1 1 1 0 1 1 0 0 1 0 0 1 1 0 1 1 1 0 0 0 1 1 1 0 0 1 0 0], [0 0 1 1 1 1 0 1 1 0 0 1 0 0 1 1 0 1 1 1 0 0 0 1 1 1 0 0 1 0 0], [0 0 1 1 1 1 0 1 1 0 0 1 0 0 1 1 0 1 1 1 0 0 0 1 1 1 0 0 1 0 0], [0 0 1 1 1 1 0 1 1 0 0 1 0 0 1 1 0 1 1 1 0 0 0 1 1 1 0 0 1 0 0], [0 0 1 1 1 1 0 1 1 0 0 1 0 0 1 1 0 1 1 1 0 0 0 1 1 1 0 0 1 0 0], [0 0 1 1 1 1 0 1 1 0 0 1 0 0 1 1 0 1 1 1 0 0 0 1 1 1 0 0 1 0 0], [0 0 1 1 1 1 1 1 1 0 0 1 0 0 1 1 0 1 1 1 0 0 0 1 1 1 0 0 1 0 0], [0 0 1 1 1 1 1 1 1 0 0 1 0 0 1 1 0 1 1 1 0 0 0 1 1 1 0 1 1 0 0], [0 0 1 1 1 1 1 1 1 0 0 1 0 0 1 1 0 1 1 1 0 0 0 1 1 1 0 1 1 0 0], [0 0 1 1 1 1 1 1 1 0 0 1 0 0 1 1 0 1 1 1 0 0 1 1 1 1 0 1 1 0 0], [0 0 1 1 1 1 1 1 1 0 0 1 0 0 1 1 0 1 1 1 0 1 1 1 1 1 0 1 1 0 0], [0 0 1 1 1 1 1 1 1 0 0 1 0 0 1 1 0 1 1 1 0 1 1 1 1 1 0 1 1 0 0], [1 0 1 1 1 1 1 1 1 0 0 1 0 0 1 1 0 1 1 1 0 1 1 1 1 1 0 1 1 0 0] | [1 0 1 1 1 1 1 1 1 1 0 1 0 0 1 1 0 1 1 1 0 1 1 1 1 1 0 1 1 0 0]
task_scheduling
bellman_ford: s: 2, A: [[0 0 0 0 0.616 0 0 0 0 0.163 0 0 0 0 0], [0 0 0 0 0 0 0 0.701 0.719 0 0.304 0 0 0 0], [0 0 0.706 0.1 0 0.287 0 0 0.176 0.828 0 0 0 0.413 0], [0 0 0.1 0.085 0 0 0.186 0 0 0.71 0 0 0 0 0], [0.616 0 0 0 0.982 0 0 0 0.24 0 0.28 0 0 0 0], [0 0 0.287 0 0 0 0 0 0.138 0 0 0 0 0 0.545], [0 0 0 0.186 0 0 0.903 0 0 0.855 0 0 0 0 0.502], [0 0.701 0 0 0 0 0 0 0 0 0 0 0.638 0 0], [0 0.719 0.176 0 0.24 0.138 0 0 0 0 0 0 0 0.234 0.226], [0.163 0 0.828 0.71 0 0 0.855 0 0 0.563 0 0 0 0.211 0.339], [0 0.304 0 0 0.28 0 0 0 0 0 0 0.857 0 0 0], [0 0 0 0 0 0 0 0 0 0 0.857 0 0 0 0], [0 0 0 0 0 0 0 0.638 0 0 0 0 0 0 0], [0 0 0.413 0 0 0 0 0 0.234 0.211 0 0 0 0.488 0], [0 0 0 0 0 0.545 0.502 0 0.226 0.339 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 2 4 2 6 7 2 2 10 11 12 2 14], [9 8 2 2 8 2 3 7 2 13 10 11 12 8 8], [9 8 2 2 8 2 3 1 2 13 4 11 12 8 8] | [9 8 2 2 8 2 3 1 2 13 4 10 7 8 8]
bellman_ford
topological_sort: A: [[0 0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 1 1 1 0], [0 0 0 0 1 1 0 1 1 0 0], [1 0 0 0 1 0 0 1 1 0 0], [1 0 0 0 0 0 0 0 0 0 0], [0 1 0 1 0 0 0 1 1 0 0], [0 0 0 1 0 1 0 1 1 0 0], [0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 1 1 0 0], [0 0 1 0 1 0 0 1 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10], 0 trace | topo, topo_head:
[0 1 2 3 4 5 6 7 8 9 10], 0, [0 1 2 3 4 5 6 7 8 9 10], 0, [0 1 2 3 4 5 6 7 8 9 10], 0, [0 1 2 3 4 5 6 7 8 9 10], 0, [0 1 2 3 4 5 6 7 8 9 10], 0, [0 1 2 3 4 5 6 7 8 9 10], 0, [0 1 2 3 0 5 6 7 8 9 10], 4, [0 1 2 3 0 5 6 7 8 9 10], 4, [0 1 2 3 0 5 6 4 8 9 10], 7, [0 1 2 3 0 5 6 4 8 9 10], 7, [0 1 2 3 0 5 6 4 7 9 10], 8, [0 1 2 8 0 5 6 4 7 9 10], 3, [0 1 2 8 0 5 6 4 7 9 10], 3, [0 1 2 8 0 5 6 4 7 3 10], 9, [0 9 2 8 0 5 6 4 7 3 10], 1, [0 9 2 8 0 5 6 4 7 3 10], 1, [0 9 2 8 0 5 6 4 7 3 10], 1, [0 9 2 8 0 5 6 4 7 3 10], 1, [0 9 2 8 0 1 6 4 7 3 10], 5, [0 9 5 8 0 1 6 4 7 3 10], 2, [0 9 5 8 0 1 6 4 7 3 10], 2, [0 9 5 8 0 1 6 4 7 3 10], 2, [0 9 5 8 0 1 2 4 7 3 10], 6, [0 9 5 8 0 1 2 4 7 3 10], 6, [0 9 5 8 0 1 2 4 7 3 10], 6 | [0 9 5 8 0 1 2 4 7 3 6], 10
topological_sort
floyd_warshall: A: [[0 0 0.102 0.761 0], [0 0.207 0 0 0], [0.102 0 0 0 0], [0.761 0 0 0 0], [0 0 0 0 0]], initial_trace: [[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 2], [3 3 3 3 3], [4 4 4 4 4]] trace | Pi:
[[0 0 0 0 0], [1 1 1 1 1], [2 2 2 0 2], [3 3 0 3 3], [4 4 4 4 4]], [[0 0 0 0 0], [1 1 1 1 1], [2 2 2 0 2], [3 3 0 3 3], [4 4 4 4 4]], [[0 0 0 0 0], [1 1 1 1 1], [2 2 2 0 2], [3 3 0 3 3], [4 4 4 4 4]] | [[0 0 0 0 0], [1 1 1 1 1], [2 2 2 0 2], [3 3 0 3 3], [4 4 4 4 4]]
floyd_warshall
dfs: A: [[1 0 0 1 0 1 0 1 0 0 0 0], [1 0 1 0 0 0 1 1 0 1 1 0], [0 1 0 0 0 0 0 1 0 0 0 0], [1 1 1 1 0 1 0 0 0 1 0 0], [1 1 0 1 1 0 1 0 0 1 1 1], [1 1 0 0 1 1 0 1 1 0 0 1], [1 1 0 0 0 0 0 0 1 1 1 0], [0 0 0 0 0 0 0 0 1 1 1 0], [0 0 1 0 0 1 0 0 1 0 1 0], [1 0 0 1 0 1 1 0 1 1 0 0], [0 0 1 0 1 1 1 0 1 1 0 1], [1 0 1 0 1 1 0 1 0 1 0 1]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11] trace | pi:
[0 1 2 3 4 5 6 7 8 9 10 11], [0 1 2 0 4 5 6 7 8 9 10 11], [0 1 2 0 4 5 6 7 8 9 10 11], [0 3 2 0 4 5 6 7 8 9 10 11], [0 3 2 0 4 5 6 7 8 9 10 11], [0 3 1 0 4 5 6 7 8 9 10 11], [0 3 1 0 4 5 6 7 8 9 10 11], [0 3 1 0 4 5 6 2 8 9 10 11], [0 3 1 0 4 5 6 2 8 9 10 11], [0 3 1 0 4 5 6 2 7 9 10 11], [0 3 1 0 4 5 6 2 7 9 10 11], [0 3 1 0 4 8 6 2 7 9 10 11], [0 3 1 0 4 8 6 2 7 9 10 11], [0 3 1 0 5 8 6 2 7 9 10 11], [0 3 1 0 5 8 6 2 7 9 10 11], [0 3 1 0 5 8 4 2 7 9 10 11], [0 3 1 0 5 8 4 2 7 9 10 11], [0 3 1 0 5 8 4 2 7 6 10 11], [0 3 1 0 5 8 4 2 7 6 10 11], [0 3 1 0 5 8 4 2 7 6 10 11], [0 3 1 0 5 8 4 2 7 6 6 11], [0 3 1 0 5 8 4 2 7 6 6 11], [0 3 1 0 5 8 4 2 7 6 6 10], [0 3 1 0 5 8 4 2 7 6 6 10], [0 3 1 0 5 8 4 2 7 6 6 10], [0 3 1 0 5 8 4 2 7 6 6 10], [0 3 1 0 5 8 4 2 7 6 6 10], [0 3 1 0 5 8 4 2 7 6 6 10], [0 3 1 0 5 8 4 2 7 6 6 10], [0 3 1 0 5 8 4 2 7 6 6 10], [0 3 1 0 5 8 4 2 7 6 6 10], [0 3 1 0 5 8 4 2 7 6 6 10], [0 3 1 0 5 8 4 2 7 6 6 10], [0 3 1 0 5 8 4 2 7 6 6 10] | [0 3 1 0 5 8 4 2 7 6 6 10]
dfs
quickselect: key: [0.677 0.335 0.23 0.313 0.764 0.464 0.177 0.279 0.15 0.734 0.791 0.785], initial_trace: 11 trace | pivot:
11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 11, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 8, 8, 8, 8, 8, 8, 8, 8, 0, 0, 0, 0, 0, 0, 0, 7, 7, 7, 7, 7, 7, 3, 3, 3, 5 | 5
quickselect
mst_kruskal: A: [[0 0 0 0.611 0 0 0 0.506 0 0], [0 0.0514 0 0.499 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0.611 0.499 0 0 0 0 0.32 0 0.223 0], [0 0 0 0 0.0424 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0.32 0 0 0 0 0 0], [0.506 0 0 0 0 0 0 0.281 0 0], [0 0 0 0.223 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]], initial_trace: [[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]] trace | in_mst:
[[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 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 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 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 0 0 0 1 0 1 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 1 0 1 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 1 0 1 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 1 0 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 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 1 0 1 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 1 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 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 1 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 1 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 1 0 1 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 1 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 1 0 1 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 1 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 1 0 1 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]] | [[0 0 0 1 0 0 0 1 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [1 1 0 0 0 0 1 0 1 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]]
mst_kruskal
binary_search: key: [0.037 0.14 0.182 0.188 0.237 0.278 0.317 0.33 0.394 0.447 0.451 0.453 0.46 0.473 0.527 0.556 0.569 0.65 0.717 0.751 0.84 0.865 0.899 0.908 0.931 0.961 0.997 0.998], target: 0.579, initial_trace: (0, 27) trace | (low, high):
(14, 27), (14, 20), (14, 17), (16, 17) | (17, 17)
binary_search
minimum: key: [0.499 0.171 0.83 0.812 0.021 0.124 0.248 0.476 0.076 0.37 0.317 0.274 0.525 0.736 0.048], initial_trace: 0 trace | min:
1, 1, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 | 4
minimum
segments_intersect: x: [0.15 0.334 0.38 0.233], y: [0.163 0.562 0.462 0.076] intersect:
0
segments_intersect
find_maximum_subarray_kadane: key: [-0.268 -0.841 0.752 0.189 -0.835 -0.791 0.165 0.521 -0.883 0.484 0.596 0.895 0.935 -0.358 0.216], initial_trace: (0, 0) trace | (best_low, best_high):
(0, 0), (2, 2), (2, 3), (2, 3), (2, 3), (2, 3), (2, 3), (2, 3), (2, 3), (9, 10), (9, 11), (9, 12), (9, 12) | (9, 12)
find_maximum_subarray_kadane
bfs: s: 3, A: [[0 1 0 0], [1 0 0 0], [0 0 1 1], [0 0 1 1]], initial_trace: [0 1 2 3] trace | pi:
| [0 1 3 3]
bfs
find_maximum_subarray_kadane: key: [-0.22 0.274 -0.318 -0.914 -0.851 -0.795 -0.641 0.151 -0.657 -0.466 -0.292 -0.243 0.816 0.4 -0.054 -0.444 0.741 0.321 0.905 0.98 0.716 0.101 -0.023 0.43 -0.071 0.047 0.778 -0.298 -0.695 0.397 0.159], initial_trace: (0, 0) trace | (best_low, best_high):
(1, 1), (1, 1), (1, 1), (1, 1), (1, 1), (1, 1), (1, 1), (1, 1), (1, 1), (1, 1), (1, 1), (12, 12), (12, 13), (12, 13), (12, 13), (12, 16), (12, 17), (12, 18), (12, 19), (12, 20), (12, 21), (12, 21), (12, 23), (12, 23), (12, 23), (12, 26), (12, 26), (12, 26), (12, 26) | (12, 26)
find_maximum_subarray_kadane
graham_scan: x: [-1.28 1.94 1.21 1.22 1.67 -0.368 0.166 -1.3 -1.26 -0.257], y: [-0.051 -0.208 1.44 0.236 0.165 -1.64 1.44 -0.146 -1.21 1.36], initial_trace: [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 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 1 1 1 0 0 0 0], [0 1 0 0 1 1 0 0 0 0], [0 1 0 0 0 1 0 0 0 0], [0 1 1 0 0 1 0 0 0 0], [0 1 1 0 0 1 1 0 0 0], [0 1 1 0 0 1 1 0 0 1], [1 1 1 0 0 1 1 0 0 1], [1 1 1 0 0 1 1 1 0 1] | [1 1 1 0 0 1 1 1 1 1]
graham_scan
strongly_connected_components: A: [[1 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 1 0 0 0 0 0], [0 0 0 1 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 0], [0 0 0 0 0 0 1 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0 1], [0 0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 1 0], [0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 1 0 0 1 0 0 0 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 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 4 8 9 10 11], [0 1 2 3 4 5 6 4 8 9 10 4], [0 1 2 3 4 5 6 4 8 9 10 4], [0 1 2 3 4 5 6 4 8 9 10 4], [0 1 2 3 4 5 6 4 8 9 10 4], [0 1 2 3 4 5 6 4 8 9 10 4], [0 1 2 3 4 5 6 4 8 9 10 4], [0 1 2 3 4 5 6 4 8 9 10 4], [0 1 2 3 4 5 6 4 8 9 10 4], [0 1 2 3 4 5 6 4 8 9 10 4], [0 1 2 3 4 5 6 4 8 9 10 4], [0 1 2 3 4 5 6 4 8 9 10 4], [0 1 2 3 4 5 6 4 8 9 10 4], [0 1 2 3 4 5 6 4 8 9 10 4], [0 1 2 3 4 5 6 4 8 9 10 4], [0 1 2 3 4 5 6 4 8 9 10 4], [0 1 2 3 4 5 6 4 8 9 10 4], [0 1 2 3 4 5 6 4 8 9 10 4], [0 1 2 3 4 5 6 4 8 9 10 4], [0 1 2 3 4 5 6 4 8 9 10 4], [0 1 2 3 4 5 6 4 8 9 10 4], [0 1 2 3 4 5 6 4 8 9 10 4], [0 1 2 3 4 5 6 4 8 9 10 4], [0 1 2 3 4 5 6 4 8 9 10 4] | [0 1 2 3 4 5 6 4 8 9 10 4]
strongly_connected_components
bellman_ford: s: 2, A: [[0 0 0 0 0 0 0 0 0 0.551], [0 0 0 0.387 0 0 0 0.154 0 0], [0 0 0.237 0 0.619 0 0 0.582 0 0], [0 0.387 0 0 0 0 0 0 0 0], [0 0 0.619 0 0 0 0 0.257 0 0], [0 0 0 0 0 0 0.607 0 0 0.678], [0 0 0 0 0 0.607 0 0 0 0], [0 0.154 0.582 0 0.257 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0.551 0 0 0 0 0.678 0 0 0 0.257]], initial_trace: [0 1 2 3 4 5 6 7 8 9] trace | pi:
[0 1 2 3 2 5 6 2 8 9], [0 7 2 3 2 5 6 2 8 9] | [0 7 2 1 2 5 6 2 8 9]
bellman_ford
minimum: key: [0.648 0.662 0.974 0.356 0.827 0.121 0.012 0.379 0.96 0.377 0.378 0.246 0.8 0.241 0.298 0.698 0.051 0.945 0.537 0.031 0.205 0.585 0.236 0.932 0.019 0.545 0.949 0.106 0.69 0.172 0.148], initial_trace: 0 trace | min:
0, 0, 3, 3, 5, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6 | 6
minimum
dijkstra: s: 15, A: [[0.976 0.185 0.755 0.599 0.687 0 0 0 0 0.483 0.411 0 0 0.727 0 0 0 0 0 0 0 0 0], [0.185 0 0 0 0.454 0 0 0 0.449 0.287 0 0.249 0.402 0 0 0 0 0 0.376 0.233 0 0.229 0], [0.755 0 0 0 0 0 0 0 0 0 0.266 0 0.382 0 0 0 0.684 0.298 0.679 0 0 0 0], [0.599 0 0 0 0 0.388 0 0 0.897 0 0.401 0 0.704 0 0.928 0 0.458 0 0 0 0.47 0 0], [0.687 0.454 0 0 0 0.904 0 0 0 0 0 0 0 0 0 0 0 0.406 0 0 0 0 0], [0 0 0 0.388 0.904 0 0 0 0 0.486 0 0 0 0 0 0 0 0 0 0 0 0 0.087], [0 0 0 0 0 0 0.935 0 0 0.241 0 0 0 0 0 0.412 0 0.433 0 0.425 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0.192 0 0 0.754 0.455 0 0 0 0 0 0 0], [0 0.449 0 0.897 0 0 0 0 0.89 0.416 0 0 0.315 0.484 0 0.307 0 0 0.657 0 0 0 0], [0.483 0.287 0 0 0 0.486 0.241 0 0.416 0.77 0 0 0 0 0 0 0 0.49 0 0 0.574 0 0], [0.411 0 0.266 0.401 0 0 0 0 0 0 0 0 0 0.57 0 0 0 0 0 0 0.563 0 0.716], [0 0.249 0 0 0 0 0 0.192 0 0 0 0.292 0 0.7 0 0 0 0 0 0.286 0 0 0], [0 0.402 0.382 0.704 0 0 0 0 0.315 0 0 0 0 0 0.464 0 0.649 0 0 0 0 0 0.308], [0.727 0 0 0 0 0 0 0 0.484 0 0.57 0.7 0 0 0 0.707 0 0 0.657 0 0 0 0], [0 0 0 0.928 0 0 0 0.754 0 0 0 0 0.464 0 0 0.282 0 0 0 0 0.118 0.587 0], [0 0 0 0 0 0 0.412 0.455 0.307 0 0 0 0 0.707 0.282 0 0.42 0 0.401 0 0 0 0], [0 0 0.684 0.458 0 0 0 0 0 0 0 0 0.649 0 0 0.42 0 0.777 0.142 0 0 0.651 0], [0 0 0.298 0 0.406 0 0.433 0 0 0.49 0 0 0 0 0 0 0.777 0 0 0 0 0 0.736], [0 0.376 0.679 0 0 0 0 0 0.657 0 0 0 0 0.657 0 0.401 0.142 0 0.033 0 0 0.754 0], [0 0.233 0 0 0 0 0.425 0 0 0 0 0.286 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0.47 0 0 0 0 0 0.574 0.563 0 0 0 0.118 0 0 0 0 0 0.187 0 0], [0 0.229 0 0 0 0 0 0 0 0 0 0 0 0 0.587 0 0.651 0 0.754 0 0 0.095 0], [0 0 0 0 0 0.087 0 0 0 0 0.716 0 0.308 0 0 0 0 0.736 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 4 5 15 15 15 9 10 11 12 15 15 15 15 17 15 19 20 21 22], [0 1 2 14 4 5 15 15 15 9 10 11 14 15 15 15 15 17 15 19 14 14 22], [0 8 2 8 4 5 15 15 15 8 10 11 8 15 15 15 15 17 15 19 14 14 22], [0 8 2 20 4 5 15 15 15 8 20 11 8 15 15 15 15 17 15 19 14 14 22], [0 8 18 20 4 5 15 15 15 8 20 11 8 15 15 15 15 17 15 19 14 14 22], [0 8 18 20 4 5 15 15 15 6 20 11 8 15 15 15 15 6 15 6 14 14 22], [0 8 18 20 4 5 15 15 15 6 20 11 8 15 15 15 15 6 15 6 14 14 22], [0 8 18 20 4 5 15 15 15 6 20 7 8 15 15 15 15 6 15 6 14 14 22], [0 8 12 20 4 5 15 15 15 6 20 7 8 15 15 15 15 6 15 6 14 14 12], [0 8 12 20 4 5 15 15 15 6 20 7 8 15 15 15 15 6 15 6 14 14 12], [9 8 12 20 4 9 15 15 15 6 20 7 8 15 15 15 15 6 15 6 14 14 12], [9 8 12 20 4 9 15 15 15 6 20 7 8 15 15 15 15 6 15 6 14 14 12], [1 8 12 20 1 9 15 15 15 6 20 7 8 15 15 15 15 6 15 6 14 14 12], [1 8 12 20 1 9 15 15 15 6 20 7 8 15 15 15 15 6 15 6 14 14 12], [1 8 12 20 1 9 15 15 15 6 20 7 8 15 15 15 15 6 15 6 14 14 12], [1 8 12 20 1 9 15 15 15 6 20 7 8 15 15 15 15 6 15 6 14 14 12], [1 8 12 20 1 9 15 15 15 6 20 7 8 15 15 15 15 6 15 6 14 14 12], [1 8 12 20 1 22 15 15 15 6 20 7 8 15 15 15 15 6 15 6 14 14 12], [1 8 12 20 1 22 15 15 15 6 20 7 8 15 15 15 15 6 15 6 14 14 12], [1 8 12 20 1 22 15 15 15 6 20 7 8 15 15 15 15 6 15 6 14 14 12], [1 8 12 20 1 22 15 15 15 6 20 7 8 15 15 15 15 6 15 6 14 14 12], [1 8 12 20 1 22 15 15 15 6 20 7 8 15 15 15 15 6 15 6 14 14 12] | [1 8 12 20 1 22 15 15 15 6 20 7 8 15 15 15 15 6 15 6 14 14 12]
dijkstra
segments_intersect: x: [0.357 0.654 0.031 0.866], y: [0.293 0.672 0.797 0.276] intersect:
1
segments_intersect
optimal_bst: p: [0.035 0.074 0.079 0.02 0.047 0.074 0.049 0.014 0.021 0.083 0], q: [0.025 0.073 0.067 0.062 0.061 0.066 0.071 0.005 0.014 0.042 0.018], 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 6 0 0], [0 0 0 0 0 0 0 0 7 8 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 2 0 0 0 0 0 0], [0 0 0 2 2 3 0 0 0 0 0], [0 0 0 0 3 4 4 0 0 0 0], [0 0 0 0 0 4 5 5 0 0 0], [0 0 0 0 0 0 5 5 5 0 0], [0 0 0 0 0 0 0 6 6 6 0], [0 0 0 0 0 0 0 0 7 8 9], [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 2 0 0 0 0 0 0], [0 0 1 1 2 2 0 0 0 0 0], [0 0 0 2 2 3 4 0 0 0 0], [0 0 0 0 3 4 4 5 0 0 0], [0 0 0 0 0 4 5 5 5 0 0], [0 0 0 0 0 0 5 5 5 6 0], [0 0 0 0 0 0 0 6 6 6 6], [0 0 0 0 0 0 0 0 7 8 9], [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 2 2 0 0 0 0 0], [0 0 1 1 2 2 2 0 0 0 0], [0 0 0 2 2 3 4 4 0 0 0], [0 0 0 0 3 4 4 5 5 0 0], [0 0 0 0 0 4 5 5 5 5 0], [0 0 0 0 0 0 5 5 5 6 6], [0 0 0 0 0 0 0 6 6 6 6], [0 0 0 0 0 0 0 0 7 8 9], [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 2 2 2 0 0 0 0], [0 0 1 1 2 2 2 4 0 0 0], [0 0 0 2 2 3 4 4 4 0 0], [0 0 0 0 3 4 4 5 5 5 0], [0 0 0 0 0 4 5 5 5 5 5], [0 0 0 0 0 0 5 5 5 6 6], [0 0 0 0 0 0 0 6 6 6 6], [0 0 0 0 0 0 0 0 7 8 9], [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 2 2 2 2 0 0 0], [0 0 1 1 2 2 2 4 4 0 0], [0 0 0 2 2 3 4 4 4 4 0], [0 0 0 0 3 4 4 5 5 5 5], [0 0 0 0 0 4 5 5 5 5 5], [0 0 0 0 0 0 5 5 5 6 6], [0 0 0 0 0 0 0 6 6 6 6], [0 0 0 0 0 0 0 0 7 8 9], [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 2 2 2 2 2 0 0], [0 0 1 1 2 2 2 4 4 4 0], [0 0 0 2 2 3 4 4 4 4 4], [0 0 0 0 3 4 4 5 5 5 5], [0 0 0 0 0 4 5 5 5 5 5], [0 0 0 0 0 0 5 5 5 6 6], [0 0 0 0 0 0 0 6 6 6 6], [0 0 0 0 0 0 0 0 7 8 9], [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 2 2 2 2 2 2 0], [0 0 1 1 2 2 2 4 4 4 4], [0 0 0 2 2 3 4 4 4 4 4], [0 0 0 0 3 4 4 5 5 5 5], [0 0 0 0 0 4 5 5 5 5 5], [0 0 0 0 0 0 5 5 5 6 6], [0 0 0 0 0 0 0 6 6 6 6], [0 0 0 0 0 0 0 0 7 8 9], [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 2 2 2 2 2 2 4], [0 0 1 1 2 2 2 4 4 4 4], [0 0 0 2 2 3 4 4 4 4 4], [0 0 0 0 3 4 4 5 5 5 5], [0 0 0 0 0 4 5 5 5 5 5], [0 0 0 0 0 0 5 5 5 6 6], [0 0 0 0 0 0 0 6 6 6 6], [0 0 0 0 0 0 0 0 7 8 9], [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
binary_search: key: [0.052 0.104 0.123 0.129 0.162 0.168 0.242 0.247 0.279 0.593 0.596 0.671 0.807 0.877 0.905], target: 0.378, initial_trace: (0, 14) trace | (low, high):
(8, 14), (8, 11), (8, 9) | (9, 9)
binary_search
articulation_points: A: [[0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0]], initial_trace: [0 0 0 0 0] trace | is_cut:
[0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0] | [0 0 0 0 0]
articulation_points
floyd_warshall: A: [[0.264 0 0 0 0], [0 0.076 0.057 0 0.785], [0 0.057 0 0 0], [0 0 0 0.039 0.427], [0 0.785 0 0.427 0]], initial_trace: [[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 2], [3 3 3 3 3], [4 4 4 4 4]] trace | Pi:
[[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 2], [3 3 3 3 3], [4 4 4 4 4]], [[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 1], [3 3 3 3 3], [4 4 1 4 4]], [[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 1], [3 3 3 3 3], [4 4 1 4 4]] | [[0 0 0 0 0], [1 1 1 4 1], [2 2 2 4 1], [3 4 1 3 3], [4 4 1 4 4]]
floyd_warshall
bubble_sort: key: [0.136 0.304 0.92 0.391 0.12 0.775 0.952 0.929 0.207 0.557], initial_trace: [0.136 0.304 0.92 0.391 0.12 0.775 0.952 0.929 0.207 0.557] trace | pred:
[0.136 0.304 0.92 0.391 0.12 0.775 0.952 0.929 0.207 0.557], [0.136 0.304 0.92 0.391 0.12 0.775 0.952 0.207 0.929 0.557], [0.136 0.304 0.92 0.391 0.12 0.775 0.207 0.952 0.929 0.557], [0.136 0.304 0.92 0.391 0.12 0.207 0.775 0.952 0.929 0.557], [0.136 0.304 0.92 0.391 0.12 0.207 0.775 0.952 0.929 0.557], [0.136 0.304 0.92 0.12 0.391 0.207 0.775 0.952 0.929 0.557], [0.136 0.304 0.12 0.92 0.391 0.207 0.775 0.952 0.929 0.557], [0.136 0.12 0.304 0.92 0.391 0.207 0.775 0.952 0.929 0.557], [0.12 0.136 0.304 0.92 0.391 0.207 0.775 0.952 0.929 0.557], [0.12 0.136 0.304 0.92 0.391 0.207 0.775 0.952 0.557 0.929], [0.12 0.136 0.304 0.92 0.391 0.207 0.775 0.557 0.952 0.929], [0.12 0.136 0.304 0.92 0.391 0.207 0.557 0.775 0.952 0.929], [0.12 0.136 0.304 0.92 0.391 0.207 0.557 0.775 0.952 0.929], [0.12 0.136 0.304 0.92 0.207 0.391 0.557 0.775 0.952 0.929], [0.12 0.136 0.304 0.207 0.92 0.391 0.557 0.775 0.952 0.929], [0.12 0.136 0.207 0.304 0.92 0.391 0.557 0.775 0.952 0.929], [0.12 0.136 0.207 0.304 0.92 0.391 0.557 0.775 0.952 0.929], [0.12 0.136 0.207 0.304 0.92 0.391 0.557 0.775 0.929 0.952], [0.12 0.136 0.207 0.304 0.92 0.391 0.557 0.775 0.929 0.952], [0.12 0.136 0.207 0.304 0.92 0.391 0.557 0.775 0.929 0.952], [0.12 0.136 0.207 0.304 0.92 0.391 0.557 0.775 0.929 0.952], [0.12 0.136 0.207 0.304 0.391 0.92 0.557 0.775 0.929 0.952], [0.12 0.136 0.207 0.304 0.391 0.92 0.557 0.775 0.929 0.952], [0.12 0.136 0.207 0.304 0.391 0.92 0.557 0.775 0.929 0.952], [0.12 0.136 0.207 0.304 0.391 0.92 0.557 0.775 0.929 0.952], [0.12 0.136 0.207 0.304 0.391 0.92 0.557 0.775 0.929 0.952], [0.12 0.136 0.207 0.304 0.391 0.92 0.557 0.775 0.929 0.952], [0.12 0.136 0.207 0.304 0.391 0.557 0.92 0.775 0.929 0.952], [0.12 0.136 0.207 0.304 0.391 0.557 0.92 0.775 0.929 0.952], [0.12 0.136 0.207 0.304 0.391 0.557 0.92 0.775 0.929 0.952], [0.12 0.136 0.207 0.304 0.391 0.557 0.92 0.775 0.929 0.952], [0.12 0.136 0.207 0.304 0.391 0.557 0.92 0.775 0.929 0.952], [0.12 0.136 0.207 0.304 0.391 0.557 0.775 0.92 0.929 0.952], [0.12 0.136 0.207 0.304 0.391 0.557 0.775 0.92 0.929 0.952], [0.12 0.136 0.207 0.304 0.391 0.557 0.775 0.92 0.929 0.952], [0.12 0.136 0.207 0.304 0.391 0.557 0.775 0.92 0.929 0.952], [0.12 0.136 0.207 0.304 0.391 0.557 0.775 0.92 0.929 0.952], [0.12 0.136 0.207 0.304 0.391 0.557 0.775 0.92 0.929 0.952], [0.12 0.136 0.207 0.304 0.391 0.557 0.775 0.92 0.929 0.952], [0.12 0.136 0.207 0.304 0.391 0.557 0.775 0.92 0.929 0.952], [0.12 0.136 0.207 0.304 0.391 0.557 0.775 0.92 0.929 0.952], [0.12 0.136 0.207 0.304 0.391 0.557 0.775 0.92 0.929 0.952], [0.12 0.136 0.207 0.304 0.391 0.557 0.775 0.92 0.929 0.952], [0.12 0.136 0.207 0.304 0.391 0.557 0.775 0.92 0.929 0.952] | [0.12 0.136 0.207 0.304 0.391 0.557 0.775 0.92 0.929 0.952]
bubble_sort
insertion_sort: key: [0.585 0.057 0.306 0.151 0.192 0.434 0.668 0.907 0.69 0.29 0.843 0.929 0.921 0.639 0.577 0.748 0.695 0.276 0.322], initial_trace: [0.585 0.057 0.306 0.151 0.192 0.434 0.668 0.907 0.69 0.29 0.843 0.929 0.921 0.639 0.577 0.748 0.695 0.276 0.322] trace | pred:
[0.057 0.585 0.306 0.151 0.192 0.434 0.668 0.907 0.69 0.29 0.843 0.929 0.921 0.639 0.577 0.748 0.695 0.276 0.322], [0.057 0.306 0.585 0.151 0.192 0.434 0.668 0.907 0.69 0.29 0.843 0.929 0.921 0.639 0.577 0.748 0.695 0.276 0.322], [0.057 0.151 0.306 0.585 0.192 0.434 0.668 0.907 0.69 0.29 0.843 0.929 0.921 0.639 0.577 0.748 0.695 0.276 0.322], [0.057 0.151 0.192 0.306 0.585 0.434 0.668 0.907 0.69 0.29 0.843 0.929 0.921 0.639 0.577 0.748 0.695 0.276 0.322], [0.057 0.151 0.192 0.306 0.434 0.585 0.668 0.907 0.69 0.29 0.843 0.929 0.921 0.639 0.577 0.748 0.695 0.276 0.322], [0.057 0.151 0.192 0.306 0.434 0.585 0.668 0.907 0.69 0.29 0.843 0.929 0.921 0.639 0.577 0.748 0.695 0.276 0.322], [0.057 0.151 0.192 0.306 0.434 0.585 0.668 0.907 0.69 0.29 0.843 0.929 0.921 0.639 0.577 0.748 0.695 0.276 0.322], [0.057 0.151 0.192 0.306 0.434 0.585 0.668 0.69 0.907 0.29 0.843 0.929 0.921 0.639 0.577 0.748 0.695 0.276 0.322], [0.057 0.151 0.192 0.29 0.306 0.434 0.585 0.668 0.69 0.907 0.843 0.929 0.921 0.639 0.577 0.748 0.695 0.276 0.322], [0.057 0.151 0.192 0.29 0.306 0.434 0.585 0.668 0.69 0.843 0.907 0.929 0.921 0.639 0.577 0.748 0.695 0.276 0.322], [0.057 0.151 0.192 0.29 0.306 0.434 0.585 0.668 0.69 0.843 0.907 0.929 0.921 0.639 0.577 0.748 0.695 0.276 0.322], [0.057 0.151 0.192 0.29 0.306 0.434 0.585 0.668 0.69 0.843 0.907 0.921 0.929 0.639 0.577 0.748 0.695 0.276 0.322], [0.057 0.151 0.192 0.29 0.306 0.434 0.585 0.639 0.668 0.69 0.843 0.907 0.921 0.929 0.577 0.748 0.695 0.276 0.322], [0.057 0.151 0.192 0.29 0.306 0.434 0.577 0.585 0.639 0.668 0.69 0.843 0.907 0.921 0.929 0.748 0.695 0.276 0.322], [0.057 0.151 0.192 0.29 0.306 0.434 0.577 0.585 0.639 0.668 0.69 0.748 0.843 0.907 0.921 0.929 0.695 0.276 0.322], [0.057 0.151 0.192 0.29 0.306 0.434 0.577 0.585 0.639 0.668 0.69 0.695 0.748 0.843 0.907 0.921 0.929 0.276 0.322], [0.057 0.151 0.192 0.276 0.29 0.306 0.434 0.577 0.585 0.639 0.668 0.69 0.695 0.748 0.843 0.907 0.921 0.929 0.322] | [0.057 0.151 0.192 0.276 0.29 0.306 0.322 0.434 0.577 0.585 0.639 0.668 0.69 0.695 0.748 0.843 0.907 0.921 0.929]
insertion_sort
insertion_sort: key: [0.303 0.252 0.711 0.467 0.374 0.813 0.375 0.41 0.372 0.967 0.938 0.591 0.601 0.932 0.527 0.148 0.868 0.974 0.667 0.717 0.33 0.409 0.124 0.402 0.842 0.168 0.7 0.226 0.175 0.554 0.374], initial_trace: [0.303 0.252 0.711 0.467 0.374 0.813 0.375 0.41 0.372 0.967 0.938 0.591 0.601 0.932 0.527 0.148 0.868 0.974 0.667 0.717 0.33 0.409 0.124 0.402 0.842 0.168 0.7 0.226 0.175 0.554 0.374] trace | pred:
[0.252 0.303 0.711 0.467 0.374 0.813 0.375 0.41 0.372 0.967 0.938 0.591 0.601 0.932 0.527 0.148 0.868 0.974 0.667 0.717 0.33 0.409 0.124 0.402 0.842 0.168 0.7 0.226 0.175 0.554 0.374], [0.252 0.303 0.711 0.467 0.374 0.813 0.375 0.41 0.372 0.967 0.938 0.591 0.601 0.932 0.527 0.148 0.868 0.974 0.667 0.717 0.33 0.409 0.124 0.402 0.842 0.168 0.7 0.226 0.175 0.554 0.374], [0.252 0.303 0.467 0.711 0.374 0.813 0.375 0.41 0.372 0.967 0.938 0.591 0.601 0.932 0.527 0.148 0.868 0.974 0.667 0.717 0.33 0.409 0.124 0.402 0.842 0.168 0.7 0.226 0.175 0.554 0.374], [0.252 0.303 0.374 0.467 0.711 0.813 0.375 0.41 0.372 0.967 0.938 0.591 0.601 0.932 0.527 0.148 0.868 0.974 0.667 0.717 0.33 0.409 0.124 0.402 0.842 0.168 0.7 0.226 0.175 0.554 0.374], [0.252 0.303 0.374 0.467 0.711 0.813 0.375 0.41 0.372 0.967 0.938 0.591 0.601 0.932 0.527 0.148 0.868 0.974 0.667 0.717 0.33 0.409 0.124 0.402 0.842 0.168 0.7 0.226 0.175 0.554 0.374], [0.252 0.303 0.374 0.375 0.467 0.711 0.813 0.41 0.372 0.967 0.938 0.591 0.601 0.932 0.527 0.148 0.868 0.974 0.667 0.717 0.33 0.409 0.124 0.402 0.842 0.168 0.7 0.226 0.175 0.554 0.374], [0.252 0.303 0.374 0.375 0.41 0.467 0.711 0.813 0.372 0.967 0.938 0.591 0.601 0.932 0.527 0.148 0.868 0.974 0.667 0.717 0.33 0.409 0.124 0.402 0.842 0.168 0.7 0.226 0.175 0.554 0.374], [0.252 0.303 0.372 0.374 0.375 0.41 0.467 0.711 0.813 0.967 0.938 0.591 0.601 0.932 0.527 0.148 0.868 0.974 0.667 0.717 0.33 0.409 0.124 0.402 0.842 0.168 0.7 0.226 0.175 0.554 0.374], [0.252 0.303 0.372 0.374 0.375 0.41 0.467 0.711 0.813 0.967 0.938 0.591 0.601 0.932 0.527 0.148 0.868 0.974 0.667 0.717 0.33 0.409 0.124 0.402 0.842 0.168 0.7 0.226 0.175 0.554 0.374], [0.252 0.303 0.372 0.374 0.375 0.41 0.467 0.711 0.813 0.938 0.967 0.591 0.601 0.932 0.527 0.148 0.868 0.974 0.667 0.717 0.33 0.409 0.124 0.402 0.842 0.168 0.7 0.226 0.175 0.554 0.374], [0.252 0.303 0.372 0.374 0.375 0.41 0.467 0.591 0.711 0.813 0.938 0.967 0.601 0.932 0.527 0.148 0.868 0.974 0.667 0.717 0.33 0.409 0.124 0.402 0.842 0.168 0.7 0.226 0.175 0.554 0.374], [0.252 0.303 0.372 0.374 0.375 0.41 0.467 0.591 0.601 0.711 0.813 0.938 0.967 0.932 0.527 0.148 0.868 0.974 0.667 0.717 0.33 0.409 0.124 0.402 0.842 0.168 0.7 0.226 0.175 0.554 0.374], [0.252 0.303 0.372 0.374 0.375 0.41 0.467 0.591 0.601 0.711 0.813 0.932 0.938 0.967 0.527 0.148 0.868 0.974 0.667 0.717 0.33 0.409 0.124 0.402 0.842 0.168 0.7 0.226 0.175 0.554 0.374], [0.252 0.303 0.372 0.374 0.375 0.41 0.467 0.527 0.591 0.601 0.711 0.813 0.932 0.938 0.967 0.148 0.868 0.974 0.667 0.717 0.33 0.409 0.124 0.402 0.842 0.168 0.7 0.226 0.175 0.554 0.374], [0.148 0.252 0.303 0.372 0.374 0.375 0.41 0.467 0.527 0.591 0.601 0.711 0.813 0.932 0.938 0.967 0.868 0.974 0.667 0.717 0.33 0.409 0.124 0.402 0.842 0.168 0.7 0.226 0.175 0.554 0.374], [0.148 0.252 0.303 0.372 0.374 0.375 0.41 0.467 0.527 0.591 0.601 0.711 0.813 0.868 0.932 0.938 0.967 0.974 0.667 0.717 0.33 0.409 0.124 0.402 0.842 0.168 0.7 0.226 0.175 0.554 0.374], [0.148 0.252 0.303 0.372 0.374 0.375 0.41 0.467 0.527 0.591 0.601 0.711 0.813 0.868 0.932 0.938 0.967 0.974 0.667 0.717 0.33 0.409 0.124 0.402 0.842 0.168 0.7 0.226 0.175 0.554 0.374], [0.148 0.252 0.303 0.372 0.374 0.375 0.41 0.467 0.527 0.591 0.601 0.667 0.711 0.813 0.868 0.932 0.938 0.967 0.974 0.717 0.33 0.409 0.124 0.402 0.842 0.168 0.7 0.226 0.175 0.554 0.374], [0.148 0.252 0.303 0.372 0.374 0.375 0.41 0.467 0.527 0.591 0.601 0.667 0.711 0.717 0.813 0.868 0.932 0.938 0.967 0.974 0.33 0.409 0.124 0.402 0.842 0.168 0.7 0.226 0.175 0.554 0.374], [0.148 0.252 0.303 0.33 0.372 0.374 0.375 0.41 0.467 0.527 0.591 0.601 0.667 0.711 0.717 0.813 0.868 0.932 0.938 0.967 0.974 0.409 0.124 0.402 0.842 0.168 0.7 0.226 0.175 0.554 0.374], [0.148 0.252 0.303 0.33 0.372 0.374 0.375 0.409 0.41 0.467 0.527 0.591 0.601 0.667 0.711 0.717 0.813 0.868 0.932 0.938 0.967 0.974 0.124 0.402 0.842 0.168 0.7 0.226 0.175 0.554 0.374], [0.124 0.148 0.252 0.303 0.33 0.372 0.374 0.375 0.409 0.41 0.467 0.527 0.591 0.601 0.667 0.711 0.717 0.813 0.868 0.932 0.938 0.967 0.974 0.402 0.842 0.168 0.7 0.226 0.175 0.554 0.374], [0.124 0.148 0.252 0.303 0.33 0.372 0.374 0.375 0.402 0.409 0.41 0.467 0.527 0.591 0.601 0.667 0.711 0.717 0.813 0.868 0.932 0.938 0.967 0.974 0.842 0.168 0.7 0.226 0.175 0.554 0.374], [0.124 0.148 0.252 0.303 0.33 0.372 0.374 0.375 0.402 0.409 0.41 0.467 0.527 0.591 0.601 0.667 0.711 0.717 0.813 0.842 0.868 0.932 0.938 0.967 0.974 0.168 0.7 0.226 0.175 0.554 0.374], [0.124 0.148 0.168 0.252 0.303 0.33 0.372 0.374 0.375 0.402 0.409 0.41 0.467 0.527 0.591 0.601 0.667 0.711 0.717 0.813 0.842 0.868 0.932 0.938 0.967 0.974 0.7 0.226 0.175 0.554 0.374], [0.124 0.148 0.168 0.252 0.303 0.33 0.372 0.374 0.375 0.402 0.409 0.41 0.467 0.527 0.591 0.601 0.667 0.7 0.711 0.717 0.813 0.842 0.868 0.932 0.938 0.967 0.974 0.226 0.175 0.554 0.374], [0.124 0.148 0.168 0.226 0.252 0.303 0.33 0.372 0.374 0.375 0.402 0.409 0.41 0.467 0.527 0.591 0.601 0.667 0.7 0.711 0.717 0.813 0.842 0.868 0.932 0.938 0.967 0.974 0.175 0.554 0.374], [0.124 0.148 0.168 0.175 0.226 0.252 0.303 0.33 0.372 0.374 0.375 0.402 0.409 0.41 0.467 0.527 0.591 0.601 0.667 0.7 0.711 0.717 0.813 0.842 0.868 0.932 0.938 0.967 0.974 0.554 0.374], [0.124 0.148 0.168 0.175 0.226 0.252 0.303 0.33 0.372 0.374 0.375 0.402 0.409 0.41 0.467 0.527 0.554 0.591 0.601 0.667 0.7 0.711 0.717 0.813 0.842 0.868 0.932 0.938 0.967 0.974 0.374] | [0.124 0.148 0.168 0.175 0.226 0.252 0.303 0.33 0.372 0.374 0.374 0.375 0.402 0.409 0.41 0.467 0.527 0.554 0.591 0.601 0.667 0.7 0.711 0.717 0.813 0.842 0.868 0.932 0.938 0.967 0.974]
insertion_sort
naive_string_matcher: string: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1], key: [1 3 3 1 0 0 0 1 1 2 3 2 1 3 2 3 1 0 3 0 1 3 0 3 3 3 0 1 3 0 3], initial_trace: 0 trace | s:
1, 1, 2, 2, 3, 4, 5, 6, 7, 8, 9, 10, 10, 11, 12, 13, 13, 14, 15, 15, 16, 17, 18, 18, 18, 18, 18 | 18
naive_string_matcher
binary_search: key: [0.039 0.052 0.255 0.281 0.515], target: 0.145, initial_trace: (0, 4) trace | (low, high):
(0, 2) | (2, 2)
binary_search
topological_sort: A: [[0 1 1 1 0], [0 0 0 0 0], [0 0 0 1 1], [0 0 0 0 0], [0 0 0 1 0]], initial_trace: [0 1 2 3 4], 0 trace | topo, topo_head:
[0 1 2 3 4], 0, [0 1 2 3 4], 0, [0 1 2 3 4], 1, [0 1 2 3 4], 1, [0 1 2 3 4], 1, [0 1 2 1 4], 3, [0 1 2 1 4], 3, [0 1 2 1 3], 4, [0 1 4 1 3], 2 | [2 1 4 1 3], 0
topological_sort
articulation_points: A: [[0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 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 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]], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0] trace | is_cut:
[0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0] | [0 0 0 0 0 0 0 0 0 0 0 0]
articulation_points
minimum: key: [0.578 0.883 0.854 0.334 0.632], initial_trace: 0 trace | min:
0, 0, 3 | 3
minimum
minimum: key: [0.073 0.824 0.948 0.009 0.002 0.828 0.046 0.177 0.923 0.341 0.264 0.953 0.637 0.336 0.11], initial_trace: 0 trace | min:
0, 0, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 | 4
minimum
quicksort: key: [0.146 0.08 0.845 0.429 0.406 0.52 0.623 0.408 0.784 0.645], initial_trace: [0.146 0.08 0.845 0.429 0.406 0.52 0.623 0.408 0.784 0.645] trace | pred:
[0.146 0.08 0.845 0.429 0.406 0.52 0.623 0.408 0.784 0.645], [0.146 0.08 0.845 0.429 0.406 0.52 0.623 0.408 0.784 0.645], [0.146 0.08 0.429 0.845 0.406 0.52 0.623 0.408 0.784 0.645], [0.146 0.08 0.429 0.406 0.845 0.52 0.623 0.408 0.784 0.645], [0.146 0.08 0.429 0.406 0.52 0.845 0.623 0.408 0.784 0.645], [0.146 0.08 0.429 0.406 0.52 0.623 0.845 0.408 0.784 0.645], [0.146 0.08 0.429 0.406 0.52 0.623 0.408 0.845 0.784 0.645], [0.146 0.08 0.429 0.406 0.52 0.623 0.408 0.845 0.784 0.645], [0.146 0.08 0.429 0.406 0.52 0.623 0.408 0.645 0.784 0.845], [0.146 0.08 0.429 0.406 0.52 0.623 0.408 0.645 0.784 0.845], [0.146 0.08 0.429 0.406 0.52 0.623 0.408 0.645 0.784 0.845], [0.146 0.08 0.429 0.406 0.52 0.623 0.408 0.645 0.784 0.845], [0.146 0.08 0.406 0.429 0.52 0.623 0.408 0.645 0.784 0.845], [0.146 0.08 0.406 0.429 0.52 0.623 0.408 0.645 0.784 0.845], [0.146 0.08 0.406 0.429 0.52 0.623 0.408 0.645 0.784 0.845], [0.146 0.08 0.406 0.408 0.52 0.623 0.429 0.645 0.784 0.845], [0.146 0.08 0.406 0.408 0.52 0.623 0.429 0.645 0.784 0.845], [0.146 0.08 0.406 0.408 0.52 0.623 0.429 0.645 0.784 0.845], [0.146 0.08 0.406 0.408 0.52 0.623 0.429 0.645 0.784 0.845], [0.146 0.08 0.406 0.408 0.52 0.623 0.429 0.645 0.784 0.845], [0.08 0.146 0.406 0.408 0.52 0.623 0.429 0.645 0.784 0.845], [0.08 0.146 0.406 0.408 0.52 0.623 0.429 0.645 0.784 0.845], [0.08 0.146 0.406 0.408 0.52 0.623 0.429 0.645 0.784 0.845], [0.08 0.146 0.406 0.408 0.429 0.623 0.52 0.645 0.784 0.845], [0.08 0.146 0.406 0.408 0.429 0.623 0.52 0.645 0.784 0.845], [0.08 0.146 0.406 0.408 0.429 0.52 0.623 0.645 0.784 0.845], [0.08 0.146 0.406 0.408 0.429 0.52 0.623 0.645 0.784 0.845] | [0.08 0.146 0.406 0.408 0.429 0.52 0.623 0.645 0.784 0.845]
quicksort
graham_scan: x: [0.208 0.79 -0.085 0.94 -0.922 -1.52 1.04 -0.749 -0.616 -0.056 -1.98 -0.074 -0.81 -0.65 -0.215 0.697 1.52 -0.778 0.349], y: [-1.8 1.11 -0.109 -1.54 1.35 1.15 0.663 -1.78 -0.591 1.21 -0.236 1.24 -1.35 1.18 -1.43 1.78 -0.076 1.72 0.719], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 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 1 0 0], [1 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0], [1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0], [1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1], [1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0], [1 0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 1 0 0], [1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0], [1 0 0 1 0 0 0 0 0 0 0 1 0 0 0 1 1 0 0], [1 0 1 1 0 0 0 0 0 0 0 1 0 0 0 1 1 0 0], [1 0 0 1 0 0 0 0 0 0 0 1 0 0 0 1 1 0 0], [1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0], [1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0], [1 0 0 1 0 0 0 0 0 0 0 0 0 1 0 1 1 1 0], [1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0], [1 0 0 1 1 0 0 0 0 0 0 0 0 0 0 1 1 1 0], [1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 1 1 0], [1 0 0 1 0 1 0 0 0 0 0 0 0 0 0 1 1 1 0], [1 0 0 1 0 1 0 0 1 0 0 0 0 0 0 1 1 1 0], [1 0 0 1 0 1 0 0 0 0 0 0 0 0 0 1 1 1 0], [1 0 0 1 0 1 0 0 0 0 0 0 0 0 1 1 1 1 0], [1 0 0 1 0 1 0 0 0 0 0 0 0 0 0 1 1 1 0], [1 0 0 1 0 1 0 0 0 0 1 0 0 0 0 1 1 1 0], [1 0 0 1 0 1 0 0 0 0 1 0 1 0 0 1 1 1 0], [1 0 0 1 0 1 0 0 0 0 1 0 0 0 0 1 1 1 0] | [1 0 0 1 0 1 0 1 0 0 1 0 0 0 0 1 1 1 0]
graham_scan
find_maximum_subarray_kadane: key: [0.246 -0.641 0.204 -0.389 0.816 -0.657 -0.8 -0.003 -0.565 -0.664], initial_trace: (0, 0) trace | (best_low, best_high):
(0, 0), (0, 0), (0, 0), (4, 4), (4, 4), (4, 4), (4, 4), (4, 4) | (4, 4)
find_maximum_subarray_kadane
dijkstra: s: 10, A: [[0.269 0.697 0 0 0 0 0.649 0 0.953 0 0.369 0], [0.697 0.047 0 0 0 0 0.46 0.702 0.174 0.693 0 0], [0 0 0.133 0.276 0.379 0 0 0 0 0 0 0], [0 0 0.276 0.957 0.323 0 0 0 0 0.924 0.419 0], [0 0 0.379 0.323 0 0.065 0.369 0 0 0 0.698 0], [0 0 0 0 0.065 0 0 0 0 0 0 0.374], [0.649 0.46 0 0 0.369 0 0 0 0.379 0 0 0], [0 0.702 0 0 0 0 0 0.596 0 0 0 0], [0.953 0.174 0 0 0 0 0.379 0 0.68 0.662 0 0.132], [0 0.693 0 0.924 0 0 0 0 0.662 0.556 0.13 0], [0.369 0 0 0.419 0.698 0 0 0 0 0.13 0.178 0], [0 0 0 0 0 0.374 0 0 0.132 0 0 0.857]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11] trace | pi:
[10 1 2 10 10 5 6 7 8 10 10 11], [10 9 2 10 10 5 6 7 9 10 10 11], [10 9 2 10 10 5 0 7 9 10 10 11], [10 9 3 10 10 5 0 7 9 10 10 11], [10 9 3 10 10 5 0 7 9 10 10 11], [10 9 3 10 10 4 0 7 9 10 10 11], [10 9 3 10 10 4 0 7 9 10 10 5], [10 9 3 10 10 4 0 7 9 10 10 8], [10 9 3 10 10 4 0 1 9 10 10 8], [10 9 3 10 10 4 0 1 9 10 10 8], [10 9 3 10 10 4 0 1 9 10 10 8] | [10 9 3 10 10 4 0 1 9 10 10 8]
dijkstra
jarvis_march: x: [0.595 0.016 1.85 -0.941], y: [-1.1 0.198 0.113 -1.08], initial_trace: [0 0 0 0] trace | in_hull:
[1 0 0 0], [1 0 0 0], [1 0 0 0], [1 0 0 0], [1 0 0 0], [1 0 1 0], [1 0 1 0], [1 0 1 0], [1 0 1 0], [1 0 1 0], [1 1 1 0], [1 1 1 0], [1 1 1 0], [1 1 1 0], [1 1 1 0], [1 1 1 1], [1 1 1 1], [1 1 1 1], [1 1 1 1] | [1 1 1 1]
jarvis_march
kmp_matcher: string: [0 0 0 0 0 0 0 0 0 0 1 1], key: [1 1 2 2 2 3 2 3 0 1 2 3], initial_trace: 0 trace | s:
0, 0, 0, 1, 2, 2, 3, 3 | 4
kmp_matcher
binary_search: key: [0.003 0.038 0.063 0.136 0.136 0.155 0.156 0.176 0.199 0.263 0.301 0.304 0.307 0.349 0.38 0.386 0.428 0.47 0.497 0.505 0.523 0.577 0.636 0.637 0.712 0.751 0.768 0.789 0.887 0.891 0.939], target: 0.200, initial_trace: (0, 30) trace | (low, high):
(0, 15), (8, 15), (8, 11), (8, 9) | (9, 9)
binary_search
binary_search: key: [0.018 0.034 0.041 0.051 0.072 0.09 0.094 0.109 0.111 0.123 0.198 0.209 0.212 0.268 0.357 0.359 0.39 0.41 0.419 0.44 0.53 0.537 0.61 0.612 0.618 0.664 0.688 0.724 0.875 0.935 0.992], target: 0.340, initial_trace: (0, 30) trace | (low, high):
(0, 15), (8, 15), (12, 15), (14, 15) | (14, 14)
binary_search
bridges: A: [[0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 1]], initial_trace: [[0 -1 -1 -1 -1], [-1 0 -1 -1 -1], [-1 -1 0 -1 -1], [-1 -1 -1 0 -1], [-1 -1 -1 -1 0]] trace | is_bridge:
[[0 -1 -1 -1 -1], [-1 0 -1 -1 -1], [-1 -1 0 -1 -1], [-1 -1 -1 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 -1 -1], [-1 0 -1 -1 -1], [-1 -1 0 -1 -1], [-1 -1 -1 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 -1 -1], [-1 0 -1 -1 -1], [-1 -1 0 -1 -1], [-1 -1 -1 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 -1 -1], [-1 0 -1 -1 -1], [-1 -1 0 -1 -1], [-1 -1 -1 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 -1 -1], [-1 0 -1 -1 -1], [-1 -1 0 -1 -1], [-1 -1 -1 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 -1 -1], [-1 0 -1 -1 -1], [-1 -1 0 -1 -1], [-1 -1 -1 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 -1 -1], [-1 0 -1 -1 -1], [-1 -1 0 -1 -1], [-1 -1 -1 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 -1 -1], [-1 0 -1 -1 -1], [-1 -1 0 -1 -1], [-1 -1 -1 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 -1 -1], [-1 0 -1 -1 -1], [-1 -1 0 -1 -1], [-1 -1 -1 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 -1 -1], [-1 0 -1 -1 -1], [-1 -1 0 -1 -1], [-1 -1 -1 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 -1 -1], [-1 0 -1 -1 -1], [-1 -1 0 -1 -1], [-1 -1 -1 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 -1 -1], [-1 0 -1 -1 -1], [-1 -1 0 -1 -1], [-1 -1 -1 0 -1], [-1 -1 -1 -1 0]], [[0 -1 -1 -1 -1], [-1 0 -1 -1 -1], [-1 -1 0 -1 -1], [-1 -1 -1 0 -1], [-1 -1 -1 -1 0]] | [[0 -1 -1 -1 -1], [-1 0 -1 -1 -1], [-1 -1 0 -1 -1], [-1 -1 -1 0 -1], [-1 -1 -1 -1 0]]
bridges
graham_scan: x: [-1.41 0.121 -0.324 -1.29 1.01 0.585 -0.203 0.381 -1.9 -1.13], y: [-0.743 -1.47 -1.72 -0.916 -0.431 -1.6 1.44 -0.712 0.574 -0.954], 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 1 0 0 0 0], [0 1 1 0 0 1 0 0 0 0], [0 0 1 0 0 1 0 0 0 0], [0 0 1 0 1 1 0 0 0 0], [0 0 1 0 1 1 0 1 0 0], [0 0 1 0 1 1 0 0 0 0], [0 0 1 0 1 1 1 0 0 0], [0 0 1 0 1 1 1 0 1 0], [0 0 1 0 1 1 1 0 1 1], [0 0 1 0 1 1 1 0 1 0], [1 0 1 0 1 1 1 0 1 0] | [1 0 1 1 1 1 1 0 1 0]
graham_scan