Datasets:

question
stringlengths
65
3.42k
answer
stringlengths
3
5.8k
algo_name
stringclasses
30 values
quicksort: key: [0.343 0.962 0.694 0.43 0.227 0.152 0.183 0.078 0.962 0.519], initial_trace: [0.343 0.962 0.694 0.43 0.227 0.152 0.183 0.078 0.962 0.519] trace | pred:
[0.343 0.962 0.694 0.43 0.227 0.152 0.183 0.078 0.962 0.519], [0.343 0.962 0.694 0.43 0.227 0.152 0.183 0.078 0.962 0.519], [0.343 0.43 0.694 0.962 0.227 0.152 0.183 0.078 0.962 0.519], [0.343 0.43 0.227 0.962 0.694 0.152 0.183 0.078 0.962 0.519], [0.343 0.43 0.227 0.152 0.694 0.962 0.183 0.078 0.962 0.519], [0.343 0.43 0.227 0.152 0.183 0.962 0.694 0.078 0.962 0.519], [0.343 0.43 0.227 0.152 0.183 0.078 0.694 0.962 0.962 0.519], [0.343 0.43 0.227 0.152 0.183 0.078 0.694 0.962 0.962 0.519], [0.343 0.43 0.227 0.152 0.183 0.078 0.519 0.962 0.962 0.694], [0.343 0.43 0.227 0.152 0.183 0.078 0.519 0.962 0.962 0.694], [0.343 0.43 0.227 0.152 0.183 0.078 0.519 0.962 0.962 0.694], [0.343 0.43 0.227 0.152 0.183 0.078 0.519 0.962 0.962 0.694], [0.343 0.43 0.227 0.152 0.183 0.078 0.519 0.962 0.962 0.694], [0.343 0.43 0.227 0.152 0.183 0.078 0.519 0.962 0.962 0.694], [0.078 0.43 0.227 0.152 0.183 0.343 0.519 0.962 0.962 0.694], [0.078 0.43 0.227 0.152 0.183 0.343 0.519 0.962 0.962 0.694], [0.078 0.227 0.43 0.152 0.183 0.343 0.519 0.962 0.962 0.694], [0.078 0.227 0.152 0.43 0.183 0.343 0.519 0.962 0.962 0.694], [0.078 0.227 0.152 0.183 0.43 0.343 0.519 0.962 0.962 0.694], [0.078 0.227 0.152 0.183 0.343 0.43 0.519 0.962 0.962 0.694], [0.078 0.227 0.152 0.183 0.343 0.43 0.519 0.962 0.962 0.694], [0.078 0.152 0.227 0.183 0.343 0.43 0.519 0.962 0.962 0.694], [0.078 0.152 0.183 0.227 0.343 0.43 0.519 0.962 0.962 0.694], [0.078 0.152 0.183 0.227 0.343 0.43 0.519 0.962 0.962 0.694], [0.078 0.152 0.183 0.227 0.343 0.43 0.519 0.962 0.962 0.694], [0.078 0.152 0.183 0.227 0.343 0.43 0.519 0.694 0.962 0.962], [0.078 0.152 0.183 0.227 0.343 0.43 0.519 0.694 0.962 0.962] | [0.078 0.152 0.183 0.227 0.343 0.43 0.519 0.694 0.962 0.962]
quicksort
insertion_sort: key: [0.895 0.012 0.806 0.064 0.725 0.098 0.49 0.198 0.43 0.62 0.215 0.098 0.986 0.603 0.561 0.437 0.532 0.285 0.023 0.077 0.993 0.461 0.815 0.777 0.942 0.383 0.154 0.013], initial_trace: [0.895 0.012 0.806 0.064 0.725 0.098 0.49 0.198 0.43 0.62 0.215 0.098 0.986 0.603 0.561 0.437 0.532 0.285 0.023 0.077 0.993 0.461 0.815 0.777 0.942 0.383 0.154 0.013] trace | pred:
[0.012 0.895 0.806 0.064 0.725 0.098 0.49 0.198 0.43 0.62 0.215 0.098 0.986 0.603 0.561 0.437 0.532 0.285 0.023 0.077 0.993 0.461 0.815 0.777 0.942 0.383 0.154 0.013], [0.012 0.806 0.895 0.064 0.725 0.098 0.49 0.198 0.43 0.62 0.215 0.098 0.986 0.603 0.561 0.437 0.532 0.285 0.023 0.077 0.993 0.461 0.815 0.777 0.942 0.383 0.154 0.013], [0.012 0.064 0.806 0.895 0.725 0.098 0.49 0.198 0.43 0.62 0.215 0.098 0.986 0.603 0.561 0.437 0.532 0.285 0.023 0.077 0.993 0.461 0.815 0.777 0.942 0.383 0.154 0.013], [0.012 0.064 0.725 0.806 0.895 0.098 0.49 0.198 0.43 0.62 0.215 0.098 0.986 0.603 0.561 0.437 0.532 0.285 0.023 0.077 0.993 0.461 0.815 0.777 0.942 0.383 0.154 0.013], [0.012 0.064 0.098 0.725 0.806 0.895 0.49 0.198 0.43 0.62 0.215 0.098 0.986 0.603 0.561 0.437 0.532 0.285 0.023 0.077 0.993 0.461 0.815 0.777 0.942 0.383 0.154 0.013], [0.012 0.064 0.098 0.49 0.725 0.806 0.895 0.198 0.43 0.62 0.215 0.098 0.986 0.603 0.561 0.437 0.532 0.285 0.023 0.077 0.993 0.461 0.815 0.777 0.942 0.383 0.154 0.013], [0.012 0.064 0.098 0.198 0.49 0.725 0.806 0.895 0.43 0.62 0.215 0.098 0.986 0.603 0.561 0.437 0.532 0.285 0.023 0.077 0.993 0.461 0.815 0.777 0.942 0.383 0.154 0.013], [0.012 0.064 0.098 0.198 0.43 0.49 0.725 0.806 0.895 0.62 0.215 0.098 0.986 0.603 0.561 0.437 0.532 0.285 0.023 0.077 0.993 0.461 0.815 0.777 0.942 0.383 0.154 0.013], [0.012 0.064 0.098 0.198 0.43 0.49 0.62 0.725 0.806 0.895 0.215 0.098 0.986 0.603 0.561 0.437 0.532 0.285 0.023 0.077 0.993 0.461 0.815 0.777 0.942 0.383 0.154 0.013], [0.012 0.064 0.098 0.198 0.215 0.43 0.49 0.62 0.725 0.806 0.895 0.098 0.986 0.603 0.561 0.437 0.532 0.285 0.023 0.077 0.993 0.461 0.815 0.777 0.942 0.383 0.154 0.013], [0.012 0.064 0.098 0.098 0.198 0.215 0.43 0.49 0.62 0.725 0.806 0.895 0.986 0.603 0.561 0.437 0.532 0.285 0.023 0.077 0.993 0.461 0.815 0.777 0.942 0.383 0.154 0.013], [0.012 0.064 0.098 0.098 0.198 0.215 0.43 0.49 0.62 0.725 0.806 0.895 0.986 0.603 0.561 0.437 0.532 0.285 0.023 0.077 0.993 0.461 0.815 0.777 0.942 0.383 0.154 0.013], [0.012 0.064 0.098 0.098 0.198 0.215 0.43 0.49 0.603 0.62 0.725 0.806 0.895 0.986 0.561 0.437 0.532 0.285 0.023 0.077 0.993 0.461 0.815 0.777 0.942 0.383 0.154 0.013], [0.012 0.064 0.098 0.098 0.198 0.215 0.43 0.49 0.561 0.603 0.62 0.725 0.806 0.895 0.986 0.437 0.532 0.285 0.023 0.077 0.993 0.461 0.815 0.777 0.942 0.383 0.154 0.013], [0.012 0.064 0.098 0.098 0.198 0.215 0.43 0.437 0.49 0.561 0.603 0.62 0.725 0.806 0.895 0.986 0.532 0.285 0.023 0.077 0.993 0.461 0.815 0.777 0.942 0.383 0.154 0.013], [0.012 0.064 0.098 0.098 0.198 0.215 0.43 0.437 0.49 0.532 0.561 0.603 0.62 0.725 0.806 0.895 0.986 0.285 0.023 0.077 0.993 0.461 0.815 0.777 0.942 0.383 0.154 0.013], [0.012 0.064 0.098 0.098 0.198 0.215 0.285 0.43 0.437 0.49 0.532 0.561 0.603 0.62 0.725 0.806 0.895 0.986 0.023 0.077 0.993 0.461 0.815 0.777 0.942 0.383 0.154 0.013], [0.012 0.023 0.064 0.098 0.098 0.198 0.215 0.285 0.43 0.437 0.49 0.532 0.561 0.603 0.62 0.725 0.806 0.895 0.986 0.077 0.993 0.461 0.815 0.777 0.942 0.383 0.154 0.013], [0.012 0.023 0.064 0.077 0.098 0.098 0.198 0.215 0.285 0.43 0.437 0.49 0.532 0.561 0.603 0.62 0.725 0.806 0.895 0.986 0.993 0.461 0.815 0.777 0.942 0.383 0.154 0.013], [0.012 0.023 0.064 0.077 0.098 0.098 0.198 0.215 0.285 0.43 0.437 0.49 0.532 0.561 0.603 0.62 0.725 0.806 0.895 0.986 0.993 0.461 0.815 0.777 0.942 0.383 0.154 0.013], [0.012 0.023 0.064 0.077 0.098 0.098 0.198 0.215 0.285 0.43 0.437 0.461 0.49 0.532 0.561 0.603 0.62 0.725 0.806 0.895 0.986 0.993 0.815 0.777 0.942 0.383 0.154 0.013], [0.012 0.023 0.064 0.077 0.098 0.098 0.198 0.215 0.285 0.43 0.437 0.461 0.49 0.532 0.561 0.603 0.62 0.725 0.806 0.815 0.895 0.986 0.993 0.777 0.942 0.383 0.154 0.013], [0.012 0.023 0.064 0.077 0.098 0.098 0.198 0.215 0.285 0.43 0.437 0.461 0.49 0.532 0.561 0.603 0.62 0.725 0.777 0.806 0.815 0.895 0.986 0.993 0.942 0.383 0.154 0.013], [0.012 0.023 0.064 0.077 0.098 0.098 0.198 0.215 0.285 0.43 0.437 0.461 0.49 0.532 0.561 0.603 0.62 0.725 0.777 0.806 0.815 0.895 0.942 0.986 0.993 0.383 0.154 0.013], [0.012 0.023 0.064 0.077 0.098 0.098 0.198 0.215 0.285 0.383 0.43 0.437 0.461 0.49 0.532 0.561 0.603 0.62 0.725 0.777 0.806 0.815 0.895 0.942 0.986 0.993 0.154 0.013], [0.012 0.023 0.064 0.077 0.098 0.098 0.154 0.198 0.215 0.285 0.383 0.43 0.437 0.461 0.49 0.532 0.561 0.603 0.62 0.725 0.777 0.806 0.815 0.895 0.942 0.986 0.993 0.013] | [0.012 0.013 0.023 0.064 0.077 0.098 0.098 0.154 0.198 0.215 0.285 0.383 0.43 0.437 0.461 0.49 0.532 0.561 0.603 0.62 0.725 0.777 0.806 0.815 0.895 0.942 0.986 0.993]
insertion_sort
articulation_points: A: [[0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 0 0], [0 0 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 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 0 0], [0 0 0 0 0 0 0 0 1 0 0]], initial_trace: [0 0 0 0 0 0 0 0 0 0 0] trace | is_cut:
[0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0] | [0 0 0 0 0 0 0 0 0 0 0]
articulation_points
matrix_chain_order: p: [0.376 0.384 0.573 0.507 0.968], initial_trace: [[0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0]] trace | s:
[[0 0 0 0 0], [0 0 1 0 0], [0 0 0 2 0], [0 0 0 0 3], [0 0 0 0 0]], [[0 0 0 0 0], [0 0 1 1 2], [0 0 0 2 3], [0 0 0 0 3], [0 0 0 0 0]] | [[0 0 0 0 0], [0 0 1 1 3], [0 0 0 2 3], [0 0 0 0 3], [0 0 0 0 0]]
matrix_chain_order
topological_sort: A: [[0 0 0 0 0 0 0 0 0 1 0], [0 0 1 0 0 0 1 1 0 1 1], [0 0 0 0 1 1 1 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 1 0 0 0], [0 0 0 1 0 1 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0 0], [0 0 1 1 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 1 0 1 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], 9, [9 1 2 3 4 5 6 7 8 9 10], 0, [9 1 2 3 4 5 6 7 8 9 10], 0, [9 1 2 3 4 5 6 7 8 9 10], 0, [9 1 2 3 4 5 6 7 8 9 10], 0, [9 1 2 3 4 5 6 7 8 9 10], 0, [9 1 2 3 0 5 6 7 8 9 10], 4, [9 1 2 3 0 5 6 7 8 9 10], 4, [9 1 2 3 0 5 6 7 8 9 10], 4, [9 1 2 4 0 5 6 7 8 9 10], 3, [9 1 2 4 0 5 6 7 8 9 10], 3, [9 1 2 4 0 5 6 3 8 9 10], 7, [9 1 2 4 0 7 6 3 8 9 10], 5, [9 1 2 4 0 7 6 3 8 9 10], 5, [9 1 2 4 0 7 5 3 8 9 10], 6, [9 1 6 4 0 7 5 3 8 9 10], 2, [9 1 6 4 0 7 5 3 8 9 10], 2, [9 1 6 4 0 7 5 3 8 9 2], 10, [9 10 6 4 0 7 5 3 8 9 2], 1, [9 10 6 4 0 7 5 3 8 9 2], 1, [9 10 6 4 0 7 5 3 8 9 2], 1 | [9 10 6 4 0 7 5 3 1 9 2], 8
topological_sort
segments_intersect: x: [0.958 0.518 0.606 0.618], y: [0.494 0.805 0.712 0.449] intersect:
0
segments_intersect
jarvis_march: x: [-0.534 -1.61 0.227 -0.017 1.06 0.483 1.37 -1.48 -0.366 1.42 -0.593], y: [0.812 -0.779 -0.668 0.308 -1.38 0.905 0.267 0.126 0.719 1.06 -0.046], initial_trace: [0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 0 0], [0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 1 0 1 0 0 0 0], [0 0 0 0 1 0 1 0 0 1 0], [0 0 0 0 1 0 1 0 0 1 0], [0 0 0 0 1 0 1 0 0 1 0], [0 0 0 0 1 0 1 0 0 1 0], [0 0 0 0 1 0 1 0 0 1 0], [0 0 0 0 1 0 1 0 0 1 0], [0 0 0 0 1 0 1 0 0 1 0], [0 0 0 0 1 0 1 0 0 1 0], [0 0 0 0 1 0 1 0 0 1 0], [0 0 0 0 1 0 1 0 0 1 0], [0 0 0 0 1 0 1 0 0 1 0], [0 0 0 0 1 0 1 0 0 1 0], [1 0 0 0 1 0 1 0 0 1 0], [1 0 0 0 1 0 1 0 0 1 0], [1 0 0 0 1 0 1 0 0 1 0], [1 0 0 0 1 0 1 0 0 1 0], [1 0 0 0 1 0 1 0 0 1 0], [1 0 0 0 1 0 1 0 0 1 0], [1 0 0 0 1 0 1 0 0 1 0], [1 0 0 0 1 0 1 0 0 1 0], [1 0 0 0 1 0 1 0 0 1 0], [1 0 0 0 1 0 1 0 0 1 0], [1 0 0 0 1 0 1 0 0 1 0], [1 0 0 0 1 0 1 0 0 1 0], [1 0 0 0 1 0 1 1 0 1 0], [1 0 0 0 1 0 1 1 0 1 0], [1 0 0 0 1 0 1 1 0 1 0], [1 0 0 0 1 0 1 1 0 1 0], [1 0 0 0 1 0 1 1 0 1 0], [1 0 0 0 1 0 1 1 0 1 0], [1 0 0 0 1 0 1 1 0 1 0], [1 0 0 0 1 0 1 1 0 1 0], [1 0 0 0 1 0 1 1 0 1 0], [1 0 0 0 1 0 1 1 0 1 0], [1 0 0 0 1 0 1 1 0 1 0], [1 0 0 0 1 0 1 1 0 1 0], [1 1 0 0 1 0 1 1 0 1 0], [1 1 0 0 1 0 1 1 0 1 0], [1 1 0 0 1 0 1 1 0 1 0], [1 1 0 0 1 0 1 1 0 1 0], [1 1 0 0 1 0 1 1 0 1 0], [1 1 0 0 1 0 1 1 0 1 0], [1 1 0 0 1 0 1 1 0 1 0], [1 1 0 0 1 0 1 1 0 1 0], [1 1 0 0 1 0 1 1 0 1 0], [1 1 0 0 1 0 1 1 0 1 0], [1 1 0 0 1 0 1 1 0 1 0] | [1 1 0 0 1 0 1 1 0 1 0]
jarvis_march
activity_selector: s: [0.359 0.401 0.111 0.389 0.913 0.073 0.186 0.404 0.909 0.543 0.067 0.376], f: [0.685 0.816 0.375 0.737 0.991 0.935 0.197 0.564 0.987 0.934 0.545 0.58], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0] trace | selected:
[0 0 0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 1 1 0 0 0 0], [0 0 0 0 0 0 1 1 0 0 0 0], [0 0 0 0 0 0 1 1 0 0 0 0], [0 0 0 0 0 0 1 1 0 0 0 0], [0 0 0 0 0 0 1 1 0 0 0 0], [0 0 0 0 0 0 1 1 0 0 0 0], [0 0 0 0 0 0 1 1 0 0 0 0], [0 0 0 0 0 0 1 1 1 0 0 0] | [0 0 0 0 0 0 1 1 1 0 0 0]
activity_selector
floyd_warshall: A: [[0 0 0.533 0 0 0 0 0 0 0], [0 0.466 0 0.318 0 0 0 0 0 0], [0.533 0 0 0 0 0 0 0 0 0], [0 0.318 0 0.838 0 0 0 0 0 0.467], [0 0 0 0 0.476 0 0 0 0.151 0.507], [0 0 0 0 0 0.176 0.14 0.58 0 0], [0 0 0 0 0 0.14 0.581 0 0 0.298], [0 0 0 0 0 0.58 0 0 0 0], [0 0 0 0 0.151 0 0 0 0 0.639], [0 0 0 0.467 0.507 0 0.298 0 0.639 0]], initial_trace: [[0 0 0 0 0 0 0 0 0 0], [1 1 1 1 1 1 1 1 1 1], [2 2 2 2 2 2 2 2 2 2], [3 3 3 3 3 3 3 3 3 3], [4 4 4 4 4 4 4 4 4 4], [5 5 5 5 5 5 5 5 5 5], [6 6 6 6 6 6 6 6 6 6], [7 7 7 7 7 7 7 7 7 7], [8 8 8 8 8 8 8 8 8 8], [9 9 9 9 9 9 9 9 9 9]] trace | Pi:
[[0 0 0 0 0 0 0 0 0 0], [1 1 1 1 1 1 1 1 1 1], [2 2 2 2 2 2 2 2 2 2], [3 3 3 3 3 3 3 3 3 3], [4 4 4 4 4 4 4 4 4 4], [5 5 5 5 5 5 5 5 5 5], [6 6 6 6 6 6 6 6 6 6], [7 7 7 7 7 7 7 7 7 7], [8 8 8 8 8 8 8 8 8 8], [9 9 9 9 9 9 9 9 9 9]], [[0 0 0 0 0 0 0 0 0 0], [1 1 1 1 1 1 1 1 1 1], [2 2 2 2 2 2 2 2 2 2], [3 3 3 1 3 3 3 3 3 3], [4 4 4 4 4 4 4 4 4 4], [5 5 5 5 5 5 5 5 5 5], [6 6 6 6 6 6 6 6 6 6], [7 7 7 7 7 7 7 7 7 7], [8 8 8 8 8 8 8 8 8 8], [9 9 9 9 9 9 9 9 9 9]], [[0 0 0 0 0 0 0 0 0 0], [1 1 1 1 1 1 1 1 1 1], [2 2 2 2 2 2 2 2 2 2], [3 3 3 1 3 3 3 3 3 3], [4 4 4 4 4 4 4 4 4 4], [5 5 5 5 5 5 5 5 5 5], [6 6 6 6 6 6 6 6 6 6], [7 7 7 7 7 7 7 7 7 7], [8 8 8 8 8 8 8 8 8 8], [9 9 9 9 9 9 9 9 9 9]], [[0 0 0 0 0 0 0 0 0 0], [1 1 1 1 1 1 1 1 1 3], [2 2 2 2 2 2 2 2 2 2], [3 3 3 1 3 3 3 3 3 3], [4 4 4 4 4 4 4 4 4 4], [5 5 5 5 5 5 5 5 5 5], [6 6 6 6 6 6 6 6 6 6], [7 7 7 7 7 7 7 7 7 7], [8 8 8 8 8 8 8 8 8 8], [9 3 9 9 9 9 9 9 9 9]], [[0 0 0 0 0 0 0 0 0 0], [1 1 1 1 1 1 1 1 1 3], [2 2 2 2 2 2 2 2 2 2], [3 3 3 1 3 3 3 3 3 3], [4 4 4 4 4 4 4 4 4 4], [5 5 5 5 5 5 5 5 5 5], [6 6 6 6 6 6 6 6 6 6], [7 7 7 7 7 7 7 7 7 7], [8 8 8 8 8 8 8 8 8 8], [9 3 9 9 9 9 9 9 9 9]], [[0 0 0 0 0 0 0 0 0 0], [1 1 1 1 1 1 1 1 1 3], [2 2 2 2 2 2 2 2 2 2], [3 3 3 1 3 3 3 3 3 3], [4 4 4 4 4 4 4 4 4 4], [5 5 5 5 5 5 5 5 5 5], [6 6 6 6 6 6 5 5 6 6], [7 7 7 7 7 7 5 7 7 7], [8 8 8 8 8 8 8 8 8 8], [9 3 9 9 9 9 9 9 9 9]], [[0 0 0 0 0 0 0 0 0 0], [1 1 1 1 1 1 1 1 1 3], [2 2 2 2 2 2 2 2 2 2], [3 3 3 1 3 3 3 3 3 3], [4 4 4 4 4 4 4 4 4 4], [5 5 5 5 5 5 5 5 5 6], [6 6 6 6 6 6 5 5 6 6], [7 7 7 7 7 7 5 7 7 6], [8 8 8 8 8 8 8 8 8 8], [9 3 9 9 9 6 9 5 9 9]], [[0 0 0 0 0 0 0 0 0 0], [1 1 1 1 1 1 1 1 1 3], [2 2 2 2 2 2 2 2 2 2], [3 3 3 1 3 3 3 3 3 3], [4 4 4 4 4 4 4 4 4 4], [5 5 5 5 5 5 5 5 5 6], [6 6 6 6 6 6 5 5 6 6], [7 7 7 7 7 7 5 7 7 6], [8 8 8 8 8 8 8 8 8 8], [9 3 9 9 9 6 9 5 9 9]] | [[0 0 0 0 0 0 0 0 0 0], [1 1 1 1 9 6 9 5 9 3], [2 2 2 2 2 2 2 2 2 2], [3 3 3 1 9 6 9 5 9 3], [4 3 4 9 8 6 9 5 4 4], [5 3 5 9 9 5 5 5 9 6], [6 3 6 9 9 6 5 5 9 6], [7 3 7 9 9 7 5 7 9 6], [8 3 8 9 8 6 9 5 8 8], [9 3 9 9 9 6 9 5 9 9]]
floyd_warshall
binary_search: key: [0.064 0.076 0.076 0.325 0.461 0.631 0.766 0.88 0.973 0.986], target: 0.488, initial_trace: (0, 9) trace | (low, high):
(5, 9), (5, 7), (5, 6) | (5, 5)
binary_search
quickselect: key: [0.89 0.407 0.064 0.671 0.841 0.696 0.368 0.346 0.806 0.752], initial_trace: 9 trace | pivot:
9, 9, 9, 9, 9, 9, 9, 9, 9, 7, 7, 7, 7, 7, 7, 1, 1, 1, 1, 5 | 5
quickselect
matrix_chain_order: p: [0.995 0.379 0.52 0.221 0.584 0.298 0.006 0.219 0.289 0.773], initial_trace: [[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]] trace | s:
[[0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0], [0 0 0 2 0 0 0 0 0 0], [0 0 0 0 3 0 0 0 0 0], [0 0 0 0 0 4 0 0 0 0], [0 0 0 0 0 0 5 0 0 0], [0 0 0 0 0 0 0 6 0 0], [0 0 0 0 0 0 0 0 7 0], [0 0 0 0 0 0 0 0 0 8], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 1 1 2 0 0 0 0 0], [0 0 0 2 3 3 0 0 0 0], [0 0 0 0 3 3 4 0 0 0], [0 0 0 0 0 4 4 5 0 0], [0 0 0 0 0 0 5 6 6 0], [0 0 0 0 0 0 0 6 6 7], [0 0 0 0 0 0 0 0 7 8], [0 0 0 0 0 0 0 0 0 8], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 1 1 3 1 3 3 4 0], [0 0 0 2 3 3 3 3 5 5], [0 0 0 0 3 3 3 6 6 6], [0 0 0 0 0 4 4 6 6 6], [0 0 0 0 0 0 5 6 6 6], [0 0 0 0 0 0 0 6 6 6], [0 0 0 0 0 0 0 0 7 8], [0 0 0 0 0 0 0 0 0 8], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 1 1 3 1 1 6 6 6], [0 0 0 2 3 3 2 6 6 6], [0 0 0 0 3 3 3 6 6 6], [0 0 0 0 0 4 4 6 6 6], [0 0 0 0 0 0 5 6 6 6], [0 0 0 0 0 0 0 6 6 6], [0 0 0 0 0 0 0 0 7 8], [0 0 0 0 0 0 0 0 0 8], [0 0 0 0 0 0 0 0 0 0]], [[0 0 0 0 0 0 0 0 0 0], [0 0 1 1 3 1 1 6 6 6], [0 0 0 2 3 3 2 6 6 6], [0 0 0 0 3 3 3 6 6 6], [0 0 0 0 0 4 4 6 6 6], [0 0 0 0 0 0 5 6 6 6], [0 0 0 0 0 0 0 6 6 6], [0 0 0 0 0 0 0 0 7 8], [0 0 0 0 0 0 0 0 0 8], [0 0 0 0 0 0 0 0 0 0]] | [[0 0 0 0 0 0 0 0 0 0], [0 0 1 1 3 1 1 6 6 6], [0 0 0 2 3 3 2 6 6 6], [0 0 0 0 3 3 3 6 6 6], [0 0 0 0 0 4 4 6 6 6], [0 0 0 0 0 0 5 6 6 6], [0 0 0 0 0 0 0 6 6 6], [0 0 0 0 0 0 0 0 7 8], [0 0 0 0 0 0 0 0 0 8], [0 0 0 0 0 0 0 0 0 0]]
matrix_chain_order
strongly_connected_components: A: [[1 0 1 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0], [0 0 1 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 1 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 0 1 0 0 0 0 0], [0 1 0 0 0 0 0 0 1 0 0 1], [0 0 0 0 1 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]], 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 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 6 8 9 10 11], [0 1 2 3 4 5 6 6 8 9 10 11], [0 1 2 3 4 5 6 6 8 9 10 11], [0 1 2 3 4 5 6 6 8 9 10 11], [0 1 2 3 4 5 6 6 8 9 10 11], [0 1 2 3 4 5 6 6 8 9 10 11], [0 1 2 3 4 5 6 6 8 9 10 11], [0 1 2 3 4 5 6 6 8 9 10 11], [0 1 2 3 4 5 6 6 8 9 10 11], [0 1 2 3 4 5 6 6 8 9 10 11], [0 1 2 3 4 5 6 6 8 9 10 11], [0 1 2 3 4 5 6 6 8 9 10 11], [0 1 2 3 4 5 6 6 8 9 10 11] | [0 1 2 3 4 5 6 6 8 9 10 11]
strongly_connected_components
kmp_matcher: string: [0 0 0 1], key: [0 1 3 1], initial_trace: 0 trace | s:
0 | 1
kmp_matcher
matrix_chain_order: p: [0.238 0.056 0.68 0.336], initial_trace: [[0 0 0 0], [0 0 0 0], [0 0 0 0], [0 0 0 0]] trace | s:
[[0 0 0 0], [0 0 1 0], [0 0 0 2], [0 0 0 0]] | [[0 0 0 0], [0 0 1 1], [0 0 0 2], [0 0 0 0]]
matrix_chain_order
dijkstra: s: 2, A: [[0.055 0 0.344 0.275 0], [0 0.217 0 0 0], [0.344 0 0.561 0.482 0], [0.275 0 0.482 0 0.203], [0 0 0 0.203 0.31]], initial_trace: [0 1 2 3 4] trace | pi:
[2 1 2 2 4], [2 1 2 2 4], [2 1 2 2 3] | [2 1 2 2 3]
dijkstra
find_maximum_subarray_kadane: key: [-0.914 -0.616 0.051 -0.665 -0.703 -0.734 -0.788 -0.447 0.352 -0.425 -0.877 0.293 -0.935 0.569 0.703], initial_trace: (0, 0) trace | (best_low, best_high):
(1, 1), (2, 2), (2, 2), (2, 2), (2, 2), (2, 2), (2, 2), (8, 8), (8, 8), (8, 8), (8, 8), (8, 8), (13, 13) | (13, 14)
find_maximum_subarray_kadane
dijkstra: s: 8, A: [[0 0.098 0 0 0.674 0 0 0 0 0], [0.098 0.444 0.066 0 0 0.805 0.502 0 0.469 0.487], [0 0.066 0.27 0 0 0 0 0 0 0.133], [0 0 0 0.685 0 0 0 0 0 0], [0.674 0 0 0 0 0 0 0 0 0], [0 0.805 0 0 0 0 0 0.37 0 0], [0 0.502 0 0 0 0 0 0.493 0 0], [0 0 0 0 0 0.37 0.493 0.093 0 0], [0 0.469 0 0 0 0 0 0 0 0.381], [0 0.487 0.133 0 0 0 0 0 0.381 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9] trace | pi:
[0 8 2 3 4 5 6 7 8 8], [0 8 9 3 4 5 6 7 8 8], [1 8 9 3 4 1 1 7 8 8], [1 8 9 3 4 1 1 7 8 8], [1 8 9 3 0 1 1 7 8 8], [1 8 9 3 0 1 1 6 8 8], [1 8 9 3 0 1 1 6 8 8], [1 8 9 3 0 1 1 6 8 8] | [1 8 9 3 0 1 1 6 8 8]
dijkstra
floyd_warshall: A: [[0 0 0 0 0], [0 0 0 0 0], [0 0 0.383 0 0.606], [0 0 0 0 0.198], [0 0 0.606 0.198 0.7]], initial_trace: [[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 2], [3 3 3 3 3], [4 4 4 4 4]] trace | Pi:
[[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 2], [3 3 3 3 3], [4 4 4 4 4]], [[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 2], [3 3 3 3 3], [4 4 4 4 4]], [[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 2], [3 3 3 3 3], [4 4 4 4 4]] | [[0 0 0 0 0], [1 1 1 1 1], [2 2 2 4 2], [3 3 4 3 3], [4 4 4 4 3]]
floyd_warshall
articulation_points: A: [[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 1 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]], initial_trace: [0 0 0 0 0 0 0 0 0 0] trace | is_cut:
[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 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
activity_selector: s: [0.338 0.064 0.012 0.566], f: [0.342 0.376 0.444 0.578], initial_trace: [0 0 0 0] trace | selected:
[1 0 0 0], [1 0 0 0], [1 0 0 0] | [1 0 0 1]
activity_selector
quickselect: key: [0.479 0.805 0.669 0.603], initial_trace: 3 trace | pivot:
3, 3, 3, 1, 1 | 2
quickselect
bridges: A: [[0 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
quickselect: key: [0.138 0.673 0.987 0.316 0.943 0.224 0.693 0.862 0.949 0.302 0.822 0.216 0.526 0.541 0.587 0.186 0.236 0.335 0.533], initial_trace: 18 trace | pivot:
18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18, 18 | 18
quickselect
graham_scan: x: [-1.4 0.191 -1.2 1.42 -1.47 -0.977 0.821 0.992 -0.561 0.434 -1.54 -0.411 0.808 0.045 -1.66 1.76 0.724 -1.13 -0.405 0.409 -0.393 -1.32 0.142 0.375 -1.06 0.51 1.17 1.09 -1.56 0.629 -0.261], y: [-0.055 -1.65 -0.71 -1.39 -0.832 1.13 1.05 1.74 0.366 0.447 0.829 -1.74 -1.68 -0.926 -0.173 -0.003 0.101 -1.61 -0.303 1.55 -0.024 -0.541 1.43 -1.26 0.525 -1.63 -1.28 -1.46 -0.657 0.782 1.65], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 1 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 1 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 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0], [0 0 0 1 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0], [0 0 0 1 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0], [0 0 0 1 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0 0 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 1 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 0 0 0 0 0 0 0 1 1 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0 0 1 1 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0 0 1 1 0 0 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 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 1 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 1 0 0 1 0 0 0 0 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0 0 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 1 0 0 0 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 1 0 1 0 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 1 0 0 0 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 1 0 0 0 1 1 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 1 0 0 0 1 1 0 0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 1 0 0 0 1 1 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 1 0 0 0 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 1 0 0 0 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1], [0 0 0 1 0 0 0 1 0 0 0 1 1 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1], [0 0 0 1 0 0 0 1 0 0 0 1 1 0 0 1 0 0 1 0 1 0 0 0 0 0 0 0 0 0 1], [0 0 0 1 0 0 0 1 0 0 0 1 1 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1], [0 0 0 1 0 0 0 1 0 0 0 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1], [0 0 0 1 0 0 0 1 1 0 0 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1], [0 0 0 1 0 0 0 1 0 0 0 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1], [0 0 0 1 0 1 0 1 0 0 0 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1], [0 0 0 1 0 1 0 1 0 0 0 1 1 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1], [0 0 0 1 0 1 0 1 0 0 0 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1], [0 0 0 1 0 0 0 1 0 0 0 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1], [0 0 0 1 0 0 0 1 0 0 1 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1], [1 0 0 1 0 0 0 1 0 0 1 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1], [0 0 0 1 0 0 0 1 0 0 1 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1], [0 0 0 1 0 0 0 1 0 0 1 1 1 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1], [0 0 1 1 0 0 0 1 0 0 1 1 1 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1], [0 0 0 1 0 0 0 1 0 0 1 1 1 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1], [0 0 0 1 0 0 0 1 0 0 1 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1], [0 0 0 1 0 0 0 1 0 0 1 1 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1], [0 0 0 1 0 0 0 1 0 0 1 1 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1], [0 0 0 1 1 0 0 1 0 0 1 1 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1], [0 0 0 1 0 0 0 1 0 0 1 1 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1] | [0 0 0 1 0 0 0 1 0 0 1 1 1 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1]
graham_scan
mst_kruskal: A: [[0 0 0.857 0.791 0.167], [0 0 0 0 0], [0.857 0 0 0 0], [0.791 0 0 0 0], [0.167 0 0 0 0.507]], initial_trace: [[0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0]] trace | in_mst:
[[0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0]], [[0 0 0 0 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 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [1 0 0 0 0]], [[0 0 0 0 1], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [1 0 0 0 0]], [[0 0 0 1 1], [0 0 0 0 0], [0 0 0 0 0], [1 0 0 0 0], [1 0 0 0 0]], [[0 0 0 1 1], [0 0 0 0 0], [0 0 0 0 0], [1 0 0 0 0], [1 0 0 0 0]], [[0 0 0 1 1], [0 0 0 0 0], [0 0 0 0 0], [1 0 0 0 0], [1 0 0 0 0]] | [[0 0 1 1 1], [0 0 0 0 0], [1 0 0 0 0], [1 0 0 0 0], [1 0 0 0 0]]
mst_kruskal
graham_scan: x: [-0.971 0.572 1.77 0.194 -0.275], y: [-1.49 -1.04 -0.034 0.635 1.17], initial_trace: [0 0 0 0 0] trace | in_hull:
[1 0 0 0 0], [1 0 0 0 0], [1 1 0 0 0], [1 1 1 0 0], [1 1 1 1 0], [1 1 1 0 0] | [1 1 1 0 1]
graham_scan
dijkstra: s: 4, A: [[0 0 0 0 0 0 0 0 0 0 0 0.218 0 0 0 0 0 0 0], [0 0.042 0 0 0 0 0 0 0.289 0 0.888 0 0 0 0 0 0.208 0 0.066], [0 0 0.801 0 0 0 0.547 0 0 0 0 0.139 0 0 0 0.141 0 0 0], [0 0 0 0.061 0 0.3 0.129 0 0 0 0 0.449 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0.245 0.263 0.427 0.919 0 0 0 0 0.587 0.537 0 0], [0 0 0 0.3 0 0 0 0 0 0 0 0.586 0 0.223 0 0 0 0 0.916], [0 0 0.547 0.129 0 0 0.068 0.506 0.121 0 0 0.203 0 0 0.884 0 0.208 0.599 0.414], [0 0 0 0 0.245 0 0.506 0 0.413 0.169 0 0 0 0 0 0 0 0 0], [0 0.289 0 0 0.263 0 0.121 0.413 0 0 0.038 0 0 0.582 0.516 0 0 0 0], [0 0 0 0 0.427 0 0 0.169 0 0.157 0.085 0 0.194 0.666 0.112 0 0 0 0], [0 0.888 0 0 0.919 0 0 0 0.038 0.085 0.476 0 0.585 0.519 0.454 0.14 0 0 0.4], [0.218 0 0.139 0.449 0 0.586 0.203 0 0 0 0 0.454 0 0 0 0 0 0 0.368], [0 0 0 0 0 0 0 0 0 0.194 0.585 0 0 0 0.563 0 0 0.514 0], [0 0 0 0 0 0.223 0 0 0.582 0.666 0.519 0 0 0.937 0 0 0 0 0], [0 0 0 0 0 0 0.884 0 0.516 0.112 0.454 0 0.563 0 0 0 0 0 0.395], [0 0 0.141 0 0.587 0 0 0 0 0 0.14 0 0 0 0 0.426 0 0.059 0], [0 0.208 0 0 0.537 0 0.208 0 0 0 0 0 0 0 0 0 0.864 0 0], [0 0 0 0 0 0 0.599 0 0 0 0 0 0.514 0 0 0.059 0 0 0], [0 0.066 0 0 0 0.916 0.414 0 0 0 0.4 0.368 0 0 0.395 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18] trace | pi:
[0 1 2 3 4 5 6 4 4 4 4 11 12 13 14 4 4 17 18], [0 1 2 3 4 5 7 4 4 7 4 11 12 13 14 4 4 17 18], [0 8 2 3 4 5 8 4 4 7 8 11 12 8 8 4 4 17 18], [0 8 2 3 4 5 8 4 4 10 8 11 10 10 10 10 4 17 10], [0 8 6 6 4 5 8 4 4 10 8 6 10 10 10 10 4 6 10], [0 8 6 6 4 5 8 4 4 10 8 6 9 10 9 10 4 6 10], [0 8 15 6 4 5 8 4 4 10 8 6 9 10 9 10 4 15 10], [0 8 15 6 4 5 8 4 4 10 8 6 9 10 9 10 4 15 10], [0 8 15 6 4 5 8 4 4 10 8 6 9 10 9 10 4 15 10], [0 8 15 6 4 3 8 4 4 10 8 6 9 10 9 10 4 15 10], [0 8 15 6 4 3 8 4 4 10 8 6 9 10 9 10 4 15 10], [0 8 15 6 4 3 8 4 4 10 8 6 9 10 9 10 4 15 1], [0 8 15 6 4 3 8 4 4 10 8 6 9 10 9 10 4 15 1], [0 8 15 6 4 3 8 4 4 10 8 6 9 10 9 10 4 15 1], [11 8 15 6 4 3 8 4 4 10 8 6 9 10 9 10 4 15 1], [11 8 15 6 4 3 8 4 4 10 8 6 9 10 9 10 4 15 1], [11 8 15 6 4 3 8 4 4 10 8 6 9 10 9 10 4 15 1], [11 8 15 6 4 3 8 4 4 10 8 6 9 10 9 10 4 15 1] | [11 8 15 6 4 3 8 4 4 10 8 6 9 10 9 10 4 15 1]
dijkstra
dag_shortest_paths: s: 8, A: [[0 0 0.802 0 0 0 0 0 0 0.612 0.507], [0.11 0 0 0 0.449 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0], [0.468 0.119 0.408 0 0.828 0 0 0 0 0.0191 0.772], [0 0 0.858 0 0 0 0 0 0 0 0], [0 0.333 0 0.58 0 0 0 0 0 0.825 0], [0 0 0 0 0 0 0 0 0 0.53 0.987], [0 0.997 0 0 0.292 0 0 0 0 0 0], [0.0252 0 0.112 0 0 0 0.789 0 0 0.5 0], [0 0 0.918 0 0 0 0 0 0 0 0], [0 0 0.251 0 0 0 0 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10] trace | pi:
[0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [0 1 2 3 4 5 6 7 8 9 10], [8 1 8 3 4 5 8 7 8 8 10], [8 1 8 3 4 5 8 7 8 8 6], [8 1 8 3 4 5 8 7 8 8 0], [8 1 8 3 4 5 8 7 8 8 0] | [8 1 8 3 4 5 8 7 8 8 0]
dag_shortest_paths
bubble_sort: key: [0.861 0.838 0.45 0.146 0.435], initial_trace: [0.861 0.838 0.45 0.146 0.435] trace | pred:
[0.861 0.838 0.45 0.146 0.435], [0.861 0.838 0.146 0.45 0.435], [0.861 0.146 0.838 0.45 0.435], [0.146 0.861 0.838 0.45 0.435], [0.146 0.861 0.838 0.435 0.45], [0.146 0.861 0.435 0.838 0.45], [0.146 0.435 0.861 0.838 0.45], [0.146 0.435 0.861 0.45 0.838], [0.146 0.435 0.45 0.861 0.838] | [0.146 0.435 0.45 0.838 0.861]
bubble_sort
optimal_bst: p: [0.105 0.058 0.073 0.039 0.006 0.015 0.098 0.048 0.011 0.084 0], q: [0.006 0.024 0.04 0.096 0.018 0.08 0.053 0.038 0.099 0.003 0.008], 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 0 0 0 0 0 0 0 0 0], [0 0 1 2 0 0 0 0 0 0 0], [0 0 0 2 2 0 0 0 0 0 0], [0 0 0 0 3 3 0 0 0 0 0], [0 0 0 0 0 4 5 0 0 0 0], [0 0 0 0 0 0 5 6 0 0 0], [0 0 0 0 0 0 0 6 6 0 0], [0 0 0 0 0 0 0 0 7 7 0], [0 0 0 0 0 0 0 0 0 8 8], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]], [[0 0 0 1 0 0 0 0 0 0 0], [0 0 1 2 2 0 0 0 0 0 0], [0 0 0 2 2 3 0 0 0 0 0], [0 0 0 0 3 3 3 0 0 0 0], [0 0 0 0 0 4 5 6 0 0 0], [0 0 0 0 0 0 5 6 6 0 0], [0 0 0 0 0 0 0 6 6 7 0], [0 0 0 0 0 0 0 0 7 7 8], [0 0 0 0 0 0 0 0 0 8 8], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]], [[0 0 0 1 2 0 0 0 0 0 0], [0 0 1 2 2 2 0 0 0 0 0], [0 0 0 2 2 3 3 0 0 0 0], [0 0 0 0 3 3 3 5 0 0 0], [0 0 0 0 0 4 5 6 6 0 0], [0 0 0 0 0 0 5 6 6 6 0], [0 0 0 0 0 0 0 6 6 7 7], [0 0 0 0 0 0 0 0 7 7 8], [0 0 0 0 0 0 0 0 0 8 8], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]], [[0 0 0 1 2 2 0 0 0 0 0], [0 0 1 2 2 2 3 0 0 0 0], [0 0 0 2 2 3 3 3 0 0 0], [0 0 0 0 3 3 3 5 6 0 0], [0 0 0 0 0 4 5 6 6 6 0], [0 0 0 0 0 0 5 6 6 6 6], [0 0 0 0 0 0 0 6 6 7 7], [0 0 0 0 0 0 0 0 7 7 8], [0 0 0 0 0 0 0 0 0 8 8], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]], [[0 0 0 1 2 2 2 0 0 0 0], [0 0 1 2 2 2 3 3 0 0 0], [0 0 0 2 2 3 3 3 6 0 0], [0 0 0 0 3 3 3 5 6 6 0], [0 0 0 0 0 4 5 6 6 6 6], [0 0 0 0 0 0 5 6 6 6 6], [0 0 0 0 0 0 0 6 6 7 7], [0 0 0 0 0 0 0 0 7 7 8], [0 0 0 0 0 0 0 0 0 8 8], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]], [[0 0 0 1 2 2 2 2 0 0 0], [0 0 1 2 2 2 3 3 3 0 0], [0 0 0 2 2 3 3 3 6 6 0], [0 0 0 0 3 3 3 5 6 6 6], [0 0 0 0 0 4 5 6 6 6 6], [0 0 0 0 0 0 5 6 6 6 6], [0 0 0 0 0 0 0 6 6 7 7], [0 0 0 0 0 0 0 0 7 7 8], [0 0 0 0 0 0 0 0 0 8 8], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]], [[0 0 0 1 2 2 2 2 3 0 0], [0 0 1 2 2 2 3 3 3 3 0], [0 0 0 2 2 3 3 3 6 6 6], [0 0 0 0 3 3 3 5 6 6 6], [0 0 0 0 0 4 5 6 6 6 6], [0 0 0 0 0 0 5 6 6 6 6], [0 0 0 0 0 0 0 6 6 7 7], [0 0 0 0 0 0 0 0 7 7 8], [0 0 0 0 0 0 0 0 0 8 8], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]], [[0 0 0 1 2 2 2 2 3 3 0], [0 0 1 2 2 2 3 3 3 3 6], [0 0 0 2 2 3 3 3 6 6 6], [0 0 0 0 3 3 3 5 6 6 6], [0 0 0 0 0 4 5 6 6 6 6], [0 0 0 0 0 0 5 6 6 6 6], [0 0 0 0 0 0 0 6 6 7 7], [0 0 0 0 0 0 0 0 7 7 8], [0 0 0 0 0 0 0 0 0 8 8], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]] | [[0 0 0 1 2 2 2 2 3 3 6], [0 0 1 2 2 2 3 3 3 3 6], [0 0 0 2 2 3 3 3 6 6 6], [0 0 0 0 3 3 3 5 6 6 6], [0 0 0 0 0 4 5 6 6 6 6], [0 0 0 0 0 0 5 6 6 6 6], [0 0 0 0 0 0 0 6 6 7 7], [0 0 0 0 0 0 0 0 7 7 8], [0 0 0 0 0 0 0 0 0 8 8], [0 0 0 0 0 0 0 0 0 0 9], [0 0 0 0 0 0 0 0 0 0 0]]
optimal_bst
graham_scan: x: [1.82 0.534 -1.09 -0.892 -1.71 -0.648 -0.166 -0.654 -1.54 -1.14 0.226 -0.287 1.81 -0.74 -1.1 0.56 -0.103 -0.262 1.23], y: [0.714 -1.92 0.379 0.206 -0.536 -1.23 0.628 0.201 1.21 -0.224 0.421 1.05 -0.073 1.22 0.539 -0.265 1.39 0.608 -0.229], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0], [1 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0], [1 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1], [1 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0], [1 1 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0], [1 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0], [1 1 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0], [1 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0], [1 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0], [1 1 0 0 0 0 1 0 0 0 0 0 1 0 0 0 1 0 0], [1 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0], [1 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 0 0], [1 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 1 0], [1 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 1 0 0], [1 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0], [1 1 0 0 0 0 0 0 0 0 0 0 1 1 0 0 1 0 0], [1 1 0 0 0 0 0 1 0 0 0 0 1 1 0 0 1 0 0], [1 1 0 0 0 0 0 0 0 0 0 0 1 1 0 0 1 0 0], [1 1 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 0 0 1 0 0], [1 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0], [1 1 0 0 0 0 0 0 1 0 0 0 1 0 0 0 1 0 0], [1 1 0 1 0 0 0 0 1 0 0 0 1 0 0 0 1 0 0], [1 1 0 0 0 0 0 0 1 0 0 0 1 0 0 0 1 0 0], [1 1 1 0 0 0 0 0 1 0 0 0 1 0 0 0 1 0 0], [1 1 0 0 0 0 0 0 1 0 0 0 1 0 0 0 1 0 0], [1 1 0 0 0 0 0 0 1 1 0 0 1 0 0 0 1 0 0], [1 1 0 0 0 0 0 0 1 0 0 0 1 0 0 0 1 0 0], [1 1 0 0 1 0 0 0 1 0 0 0 1 0 0 0 1 0 0] | [1 1 0 0 1 1 0 0 1 0 0 0 1 0 0 0 1 0 0]
graham_scan
naive_string_matcher: string: [0 0 0 0 0 0 0 0 0 1 1], key: [2 3 2 2 0 1 3 0 1 3 0], initial_trace: 0 trace | s:
1, 1, 2, 3, 4, 5, 6 | 6
naive_string_matcher
kmp_matcher: string: [0 0 0 0 0 0 0 0 0 0 0 0 1 1 1], key: [0 1 2 0 2 3 3 0 0 2 2 1 0 2 3], initial_trace: 0 trace | s:
0, 0, 0, 0, 0, 0, 1, 2 | 3
kmp_matcher
bfs: s: 4, A: [[0 0 1 0 0], [0 0 0 0 0], [1 0 0 0 0], [0 0 0 1 0], [0 0 0 0 0]], initial_trace: [0 1 2 3 4] trace | pi:
| [0 1 2 3 4]
bfs
kmp_matcher: string: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1], key: [1 2 1 3 0 3 3 3 0 1 1 1 1 2 3 0 1 2 1 1 0 3 1 2 1 1 0 3], initial_trace: 0 trace | s:
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 10, 11, 12, 13, 14, 15, 16 | 17
kmp_matcher
bubble_sort: key: [0.802 0.719 0.897 0.398], initial_trace: [0.802 0.719 0.897 0.398] trace | pred:
[0.802 0.719 0.398 0.897], [0.802 0.398 0.719 0.897], [0.398 0.802 0.719 0.897], [0.398 0.802 0.719 0.897], [0.398 0.719 0.802 0.897] | [0.398 0.719 0.802 0.897]
bubble_sort
quickselect: key: [0.897 0.92 0.152 0.334 0.042 0.566 0.728 0.231 0.242 0.469 0.471 0.439 0.434 0.121 0.98 0.617 0.079 0.4 0.933 0.048 0.745 0.857 0.417], initial_trace: 22 trace | pivot:
22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 22, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 12, 12 | 11
quickselect
dag_shortest_paths: s: 2, A: [[0 0 0 0], [0 0 0 0], [0 0 0 0], [0.85 0.289 0.226 0]], initial_trace: [0 1 2 3] trace | pi:
[0 1 2 3], [0 1 2 3] | [0 1 2 3]
dag_shortest_paths
naive_string_matcher: string: [0 0 0 0 0 0 0 0 0 0 0 0 1 1 1], key: [1 1 0 3 1 2 0 2 1 3 0 3 3 1 2], initial_trace: 0 trace | s:
1, 2, 3, 3 | 3
naive_string_matcher
dijkstra: s: 2, A: [[0 0 0.389 0.727 0 0 0 0 0 0 0.562 0 0.356 0 0.475 0.4 0 0.262 0 0 0 0 0 0 0 0 0 0], [0 0.497 0 0 0.464 0 0.448 0 0 0 0 0.519 0 0 0.318 0.145 0 0 0 0 0 0.488 0 0 0 0 0 0], [0.389 0 0.053 0 0 0 0 0 0 0.74 0.16 0.304 0 0 0 0.629 0 0.203 0 0 0 0 0.475 0 0 0 0.304 0], [0.727 0 0 0 0 0 0 0.444 0.215 0 0 0 0 0.265 0.249 0 0 0 0.573 0.396 0 0 0 0.658 0 0 0 0.151], [0 0.464 0 0 0.113 0 0 0 0 0.566 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.421], [0 0 0 0 0 0 0.194 0 0.705 0 0 0 0.116 0 0 0 0 0.487 0 0 0.143 0 0 0.65 0.726 0 0.147 0], [0 0.448 0 0 0 0.194 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.242 0.592 0.875 0 0], [0 0 0 0.444 0 0 0 0 0 0 0 0.049 0.132 0 0.616 0 0 0.635 0.851 0 0 0.227 0 0 0 0 0 0], [0 0 0 0.215 0 0.705 0 0 0 0.219 0 0.445 0.706 0.201 0 0 0.738 0 0 0 0 0 0 0.181 0 0 0 0.529], [0 0 0.74 0 0.566 0 0 0 0.219 0 0.457 0.336 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0.562 0 0.16 0 0 0 0 0 0 0.457 0.775 0.327 0 0 0.633 0 0 0 0 0 0 0.656 0.474 0 0 0.327 0 0], [0 0.519 0.304 0 0 0 0 0.049 0.445 0.336 0.327 0 0 0 0 0 0 0 0.951 0 0 0 0 0 0 0.491 0 0.262], [0.356 0 0 0 0 0.116 0 0.132 0.706 0 0 0 0.813 0 0.302 0 0 0.448 0 0 0 0 0 0 0 0 0 0.812], [0 0 0 0.265 0 0 0 0 0.201 0 0 0 0 0 0 0 0 0.681 0 0 0 0 0 0 0 0 0 0], [0.475 0.318 0 0.249 0 0 0 0.616 0 0 0.633 0 0.302 0 0 0 0 0 0 0 0 0 0 0 0 0.395 0 0.818], [0.4 0.145 0.629 0 0 0 0 0 0 0 0 0 0 0 0 0.253 0 0 0.763 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0.738 0 0 0 0 0 0 0 0.955 0 0 0 0 0 0.335 0 0 0 0 0], [0.262 0 0.203 0 0 0.487 0 0.635 0 0 0 0 0.448 0.681 0 0 0 0.088 0 0 0 0 0 0 0 0 0 0], [0 0 0 0.573 0 0 0 0.851 0 0 0 0.951 0 0 0 0.763 0 0 0 0.28 0 0.54 0 0 0.393 0 0 0.067], [0 0 0 0.396 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.28 0 0 0 0 0 0 0 0.317 0], [0 0 0 0 0 0.143 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.034 0 0.301 0 0.187 0], [0 0.488 0 0 0 0 0 0.227 0 0 0.656 0 0 0 0 0 0 0 0.54 0 0 0 0 0.29 0 0.593 0 0], [0 0 0.475 0 0 0 0 0 0 0 0.474 0 0 0 0 0 0.335 0 0 0 0.034 0 0 0.391 0.314 0 0 0.364], [0 0 0 0.658 0 0.65 0.242 0 0.181 0 0 0 0 0 0 0 0 0 0 0 0 0.29 0.391 0.537 0.341 0.733 0 0.555], [0 0 0 0 0 0.726 0.592 0 0 0 0 0 0 0 0 0 0 0 0.393 0 0.301 0 0.314 0.341 0 0.499 0 0], [0 0 0 0 0 0 0.875 0 0 0 0.327 0.491 0 0 0.395 0 0 0 0 0 0 0.593 0 0.733 0.499 0 0.262 0], [0 0 0.304 0 0 0.147 0 0 0 0 0 0 0 0 0 0 0 0 0 0.317 0.187 0 0 0 0 0.262 0 0], [0 0 0 0.151 0.421 0 0 0 0.529 0 0 0.262 0.812 0 0.818 0 0 0 0.067 0 0 0 0.364 0.555 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27] trace | pi:
[2 1 2 3 4 5 6 7 8 2 2 2 12 13 14 2 16 2 18 19 20 21 2 23 24 25 2 27], [2 1 2 3 4 5 6 7 8 10 2 2 12 13 10 2 16 2 18 19 20 10 2 23 24 10 2 27], [2 1 2 3 4 17 6 17 8 10 2 2 17 17 10 2 16 2 18 19 20 10 2 23 24 10 2 27], [2 1 2 3 4 26 6 17 8 10 2 2 17 17 10 2 16 2 18 26 26 10 2 23 24 10 2 27], [2 11 2 3 4 26 6 11 11 10 2 2 17 17 10 2 16 2 11 26 26 10 2 23 24 10 2 11], [2 11 2 7 4 26 6 11 11 10 2 2 7 17 10 2 16 2 7 26 26 7 2 23 24 10 2 11], [2 11 2 7 4 26 6 11 11 10 2 2 7 17 10 2 16 2 7 26 26 7 2 23 24 10 2 11], [2 11 2 7 4 26 5 11 11 10 2 2 7 17 10 2 16 2 7 26 26 7 2 5 5 10 2 11], [2 11 2 7 4 26 5 11 11 10 2 2 7 17 10 2 22 2 7 26 26 7 2 22 22 10 2 11], [2 11 2 7 4 26 5 11 11 10 2 2 7 17 12 2 22 2 7 26 26 7 2 22 22 10 2 11], [2 11 2 7 4 26 5 11 11 10 2 2 7 17 12 2 22 2 7 26 26 7 2 22 22 10 2 11], [2 11 2 7 4 26 5 11 11 10 2 2 7 17 12 2 22 2 7 26 26 7 2 22 22 10 2 11], [2 11 2 27 27 26 5 11 11 10 2 2 7 17 12 2 22 2 27 26 26 7 2 22 22 10 2 11], [2 11 2 27 27 26 5 11 11 10 2 2 7 17 12 2 22 2 27 26 26 7 2 22 22 10 2 11], [2 11 2 27 27 26 5 11 11 10 2 2 7 17 12 2 22 2 27 26 26 7 2 22 22 10 2 11], [2 11 2 27 27 26 5 11 11 10 2 2 7 17 12 2 22 2 27 26 26 7 2 22 22 10 2 11], [2 15 2 27 27 26 5 11 11 10 2 2 7 17 12 2 22 2 27 26 26 7 2 22 22 10 2 11], [2 15 2 27 27 26 5 11 11 10 2 2 7 17 12 2 22 2 27 26 26 7 2 22 22 10 2 11], [2 15 2 27 27 26 5 11 11 10 2 2 7 17 12 2 22 2 27 26 26 7 2 22 22 10 2 11], [2 15 2 27 27 26 5 11 11 10 2 2 7 17 12 2 22 2 27 26 26 7 2 22 22 10 2 11], [2 15 2 27 27 26 5 11 11 10 2 2 7 17 12 2 22 2 27 26 26 7 2 22 22 10 2 11], [2 15 2 27 27 26 5 11 11 10 2 2 7 17 12 2 22 2 27 26 26 7 2 22 22 10 2 11], [2 15 2 27 27 26 5 11 11 10 2 2 7 17 12 2 22 2 27 26 26 7 2 22 22 10 2 11], [2 15 2 27 27 26 5 11 11 10 2 2 7 17 12 2 22 2 27 26 26 7 2 22 22 10 2 11], [2 15 2 27 27 26 5 11 11 10 2 2 7 17 12 2 22 2 27 26 26 7 2 22 22 10 2 11], [2 15 2 27 27 26 5 11 11 10 2 2 7 17 12 2 22 2 27 26 26 7 2 22 22 10 2 11], [2 15 2 27 27 26 5 11 11 10 2 2 7 17 12 2 22 2 27 26 26 7 2 22 22 10 2 11] | [2 15 2 27 27 26 5 11 11 10 2 2 7 17 12 2 22 2 27 26 26 7 2 22 22 10 2 11]
dijkstra
bubble_sort: key: [0.047 0.235 0.394 0.993], initial_trace: [0.047 0.235 0.394 0.993] trace | pred:
[0.047 0.235 0.394 0.993], [0.047 0.235 0.394 0.993], [0.047 0.235 0.394 0.993], [0.047 0.235 0.394 0.993], [0.047 0.235 0.394 0.993] | [0.047 0.235 0.394 0.993]
bubble_sort
bfs: s: 7, A: [[0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0], [0 1 0 0 0 1 0 0 1 0 0 1 1 1 0 0 1 0 0 0 0 0 1 0 0 0 0 0], [0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0], [0 0 0 1 0 0 1 0 0 0 0 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 1 0 0 1 0 0 0 1 0 0 0 1 0 0 1 0 0 1 0], [1 1 1 0 0 0 1 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 1 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0], [0 1 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 1 1 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 0 1 1 0 0 1 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0], [1 1 0 1 1 1 0 1 0 1 0 1 1 1 0 1 0 0 0 0 0 0 1 0 1 0 0 0], [0 1 0 0 0 0 0 0 1 0 0 0 1 1 1 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 0 1 0 0 1 0 0 0 0 1 0 1 0 0 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 0 0 1], [0 1 1 0 1 0 0 0 0 1 0 0 0 1 1 1 0 0 0 0 1 1 0 1 0 0 0 1], [0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 1 1], [0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 1 1], [0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 1 1 1 0 0 0 0 0], [0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 1 1 1 1 1 0 0 0 1 1 0 0], [0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 1 0 0 1 0 0 0 0 1 1 1 1], [0 1 1 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 1 1 0 0 0 0 0 1 0 0], [0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 1], [1 0 0 0 0 0 0 0 1 0 0 0 1 0 0 1 0 0 0 0 1 1 0 0 1 0 0 1], [0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 1 1 1 0 0 0 0 0], [0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 1 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 1 1 1 1 0 0 1 0 1 1 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27] trace | pi:
[0 1 7 3 4 5 6 7 8 9 10 11 7 13 14 15 16 17 18 19 20 21 22 23 24 25 7 27], [12 12 7 12 12 2 6 7 8 12 10 12 7 12 14 12 2 26 26 19 20 26 2 23 12 25 7 27] | [12 12 7 12 12 2 3 7 1 12 10 12 7 12 5 12 2 26 26 17 4 26 2 4 12 13 7 9]
bfs
bfs: s: 8, A: [[0 1 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], [1 1 0 0 1 1 0 1 0 0 1 0 0 0 0 0 1 0 1 0 1 0 0 1 0 0 1 1], [0 0 0 0 0 1 0 0 1 0 1 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0], [0 0 0 1 0 1 0 0 1 0 0 0 0 0 0 0 0 0 1 1 1 1 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0], [0 1 1 1 0 0 0 0 0 0 0 1 1 1 0 0 0 0 0 1 1 0 1 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 1 1 0 1 1 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 1 0 0 1 1 1 0 0 1 0], [0 0 1 1 0 0 0 0 1 0 0 1 1 0 0 0 0 1 1 1 0 0 0 1 0 0 1 0], [0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 1 0 0 0 1 0 0 1 0 0 0 1], [0 1 1 0 0 0 1 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0], [1 0 0 0 1 1 0 1 1 0 0 1 1 1 0 0 0 1 1 0 0 0 0 0 0 1 0 0], [0 0 0 0 1 1 0 0 1 0 0 1 0 0 0 1 0 0 1 0 0 1 0 0 1 0 1 1], [0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 1 1 0 0 1 0 0], [1 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1 1 1 0 0 1 0 0 1 0 0 1 0], [0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0], [0 1 0 0 0 0 1 0 0 1 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 1 0 1 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1], [0 1 0 1 1 0 0 1 1 0 0 1 1 1 0 0 0 0 1 1 0 0 0 1 0 0 1 0], [0 0 1 1 0 1 1 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0], [0 1 0 1 0 1 1 0 0 1 0 0 0 0 1 0 0 0 0 0 1 0 0 0 1 0 0 0], [0 0 0 1 1 0 0 1 0 0 0 0 1 1 0 0 0 0 0 0 0 1 0 1 0 0 0 1], [1 0 0 0 0 1 0 1 0 0 1 0 0 1 0 0 0 0 0 0 0 0 1 1 1 0 0 1], [0 1 0 0 0 0 0 1 1 1 0 0 0 0 1 1 0 0 1 0 0 1 1 1 1 1 0 0], [0 0 0 0 0 0 1 0 0 0 0 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 0 0 0 1 0 1 0 0 0 1 0 0 0 0 0 1 0 1 0 0], [0 1 0 0 0 0 0 1 1 0 1 0 1 0 1 0 0 0 1 0 0 0 0 0 0 0 1 0], [0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 1 0 0 0 1 1 0 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27] trace | pi:
[0 1 8 8 4 5 6 7 8 9 10 8 8 13 14 15 16 8 8 8 20 21 22 8 24 25 8 27], [11 18 8 8 11 2 17 11 8 23 2 8 8 11 17 12 16 8 8 8 3 3 23 8 12 11 8 12] | [11 18 8 8 11 2 17 11 8 23 2 8 8 11 17 12 1 8 8 8 3 3 23 8 12 11 8 12]
bfs
topological_sort: A: [[0 1 1 0 1], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0], [0 0 0 0 0]], initial_trace: [0 1 2 3 4], 0 trace | topo, topo_head:
[0 1 2 3 4], 0, [0 1 2 3 4], 0, [0 1 2 3 4], 1, [0 1 2 3 4], 1, [0 1 1 3 4], 2, [0 1 1 3 4], 2, [0 1 1 3 2], 4, [4 1 1 3 2], 0, [4 1 1 3 2], 0, [4 1 1 3 2], 0 | [4 1 1 0 2], 3
topological_sort
graham_scan: x: [0.069 0.49 -1.41 1.59 -0.775], y: [0.563 -0.088 -0.635 0.782 -1.33], initial_trace: [0 0 0 0 0] trace | in_hull:
[0 0 0 0 1], [0 0 0 0 1], [0 0 0 1 1], [0 1 0 1 1], [0 0 0 1 1], [1 0 0 1 1] | [1 0 1 1 1]
graham_scan
dfs: A: [[1 0 1 1 0], [0 0 1 0 0], [0 1 0 0 0], [1 1 1 1 1], [0 1 0 0 1]], initial_trace: [0 1 2 3 4] trace | pi:
[0 1 2 3 4], [0 1 0 3 4], [0 1 0 3 4], [0 2 0 3 4], [0 2 0 3 4], [0 2 0 3 4], [0 2 0 3 4], [0 2 0 0 4], [0 2 0 0 4], [0 2 0 0 3], [0 2 0 0 3], [0 2 0 0 3], [0 2 0 0 3] | [0 2 0 0 3]
dfs
insertion_sort: key: [0.241 0.403 0.654 0.208 0.027 0.433 0.534 0.417 0.679 0.297], initial_trace: [0.241 0.403 0.654 0.208 0.027 0.433 0.534 0.417 0.679 0.297] trace | pred:
[0.241 0.403 0.654 0.208 0.027 0.433 0.534 0.417 0.679 0.297], [0.241 0.403 0.654 0.208 0.027 0.433 0.534 0.417 0.679 0.297], [0.208 0.241 0.403 0.654 0.027 0.433 0.534 0.417 0.679 0.297], [0.027 0.208 0.241 0.403 0.654 0.433 0.534 0.417 0.679 0.297], [0.027 0.208 0.241 0.403 0.433 0.654 0.534 0.417 0.679 0.297], [0.027 0.208 0.241 0.403 0.433 0.534 0.654 0.417 0.679 0.297], [0.027 0.208 0.241 0.403 0.417 0.433 0.534 0.654 0.679 0.297], [0.027 0.208 0.241 0.403 0.417 0.433 0.534 0.654 0.679 0.297] | [0.027 0.208 0.241 0.297 0.403 0.417 0.433 0.534 0.654 0.679]
insertion_sort
graham_scan: x: [-0.899 1.19 -0.228 0.015 -1.1 0.508 -0.443 -0.586 -0.831 -1.55 -0.627 1.91 -1.53 -1.65 0.55 -0.444 -0.249 0.544 -0.408 1.36 0.758 0.722 1.56 -0.801 -1.09 -1.01 -1.48 -0.975 -0.521 1.81 0.716], y: [1.45 0.052 -1.91 -0.98 1.47 1.82 1.77 1.57 0.14 1.13 0.002 -0.089 -0.16 0.54 1.1 -1.43 1.55 1.14 -1.54 1.06 -0.057 1.11 -1.14 -0.52 -1.53 0.107 -0.847 1.1 0.699 -0.787 -1.7], 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 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 0 0 0 0 0 0 0 0 0 0 0 0 1], [0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1], [0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 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 0 0 0 1 1], [0 1 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 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 0 0 0 1 1], [0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 1 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 0 0 0 0 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 1 1 0 0 0 0 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 1 0 0 0 0 0 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 1 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 1 0 1 1 0 0 0 0 0 0 1 1], [0 0 1 0 0 0 0 0 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 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 1 0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 0 1 0 0 0 0 0 1 0 0 0 0 1 0 0 1 0 0 1 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 0 0 1 0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 0 1 1 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 0 1 1 1 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 0 1 1 1 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 1 1 1], [0 0 1 0 0 1 1 1 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 0 1 1 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1], [1 0 1 0 0 1 1 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1], [1 0 1 0 0 1 1 0 0 0 1 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1], [1 0 1 0 0 1 1 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1], [1 0 1 0 0 1 1 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 1 0 1 1], [1 0 1 0 0 1 1 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 0 1 1 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 1 1 1 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 1 1 1 0 1 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 1 1 1 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 1 1 1 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 1 0 0 0 1 1], [0 0 1 0 1 1 1 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 1 0 1 0 0 0 1 1], [0 0 1 0 1 1 1 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 1 0 0 0 1 1], [0 0 1 0 1 1 1 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 1 1 1 0 0 1 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 1 1 1 0 0 1 0 1 0 0 0 1 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 1 1 1 0 0 1 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 1 1 1 0 0 1 0 1 0 0 0 0 0 0 1 1 0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 1 1 1 0 0 1 0 1 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 1 1 1 0 0 1 0 1 0 1 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 1 1 1 0 0 1 0 1 1 1 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 1 1 1 0 0 1 0 1 0 1 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 1 1], [0 0 1 0 1 1 1 0 0 1 0 1 0 1 0 0 0 0 0 1 0 0 1 0 0 0 1 0 0 1 1] | [0 0 1 0 1 1 1 0 0 1 0 1 0 1 0 0 0 0 0 1 0 0 1 0 1 0 1 0 0 1 1]
graham_scan
mst_prim: s: 6, A: [[0.785 0 0.537 0 0 0 0 0 0 0.219 0.665 0], [0 0.154 0 0 0 0 0.543 0 0 0 0 0], [0.537 0 0.938 0.52 0 0 0.523 0.549 0 0 0 0.758], [0 0 0.52 0 0.319 0 0.469 0 0.614 0 0.142 0.146], [0 0 0 0.319 0.967 0.125 0 0 0 0 0 0], [0 0 0 0 0.125 0.916 0 0 0 0.558 0 0], [0 0.543 0.523 0.469 0 0 0.48 0 0.787 0 0.558 0], [0 0 0.549 0 0 0 0 0 0.294 0 0 0], [0 0 0 0.614 0 0 0.787 0.294 0.791 0 0 0.52], [0.219 0 0 0 0 0.558 0 0 0 0.955 0 0.226], [0.665 0 0 0.142 0 0 0.558 0 0 0 0.738 0], [0 0 0.758 0.146 0 0 0 0 0.52 0.226 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11] trace | pi:
[0 6 6 6 4 5 6 7 6 9 6 11], [0 6 3 6 3 5 6 7 3 9 3 3], [10 6 3 6 3 5 6 7 3 9 3 3], [10 6 3 6 3 5 6 7 11 11 3 3], [9 6 3 6 3 9 6 7 11 11 3 3], [9 6 3 6 3 9 6 7 11 11 3 3], [9 6 3 6 3 4 6 7 11 11 3 3], [9 6 3 6 3 4 6 7 11 11 3 3], [9 6 3 6 3 4 6 2 11 11 3 3], [9 6 3 6 3 4 6 8 11 11 3 3], [9 6 3 6 3 4 6 8 11 11 3 3] | [9 6 3 6 3 4 6 8 11 11 3 3]
mst_prim
insertion_sort: key: [0.848 0.4 0.8 0.322 0.738 0.203 0.516 0.122 0.995 0.224 0.01 0.415 0.118 0.43 0.031], initial_trace: [0.848 0.4 0.8 0.322 0.738 0.203 0.516 0.122 0.995 0.224 0.01 0.415 0.118 0.43 0.031] trace | pred:
[0.4 0.848 0.8 0.322 0.738 0.203 0.516 0.122 0.995 0.224 0.01 0.415 0.118 0.43 0.031], [0.4 0.8 0.848 0.322 0.738 0.203 0.516 0.122 0.995 0.224 0.01 0.415 0.118 0.43 0.031], [0.322 0.4 0.8 0.848 0.738 0.203 0.516 0.122 0.995 0.224 0.01 0.415 0.118 0.43 0.031], [0.322 0.4 0.738 0.8 0.848 0.203 0.516 0.122 0.995 0.224 0.01 0.415 0.118 0.43 0.031], [0.203 0.322 0.4 0.738 0.8 0.848 0.516 0.122 0.995 0.224 0.01 0.415 0.118 0.43 0.031], [0.203 0.322 0.4 0.516 0.738 0.8 0.848 0.122 0.995 0.224 0.01 0.415 0.118 0.43 0.031], [0.122 0.203 0.322 0.4 0.516 0.738 0.8 0.848 0.995 0.224 0.01 0.415 0.118 0.43 0.031], [0.122 0.203 0.322 0.4 0.516 0.738 0.8 0.848 0.995 0.224 0.01 0.415 0.118 0.43 0.031], [0.122 0.203 0.224 0.322 0.4 0.516 0.738 0.8 0.848 0.995 0.01 0.415 0.118 0.43 0.031], [0.01 0.122 0.203 0.224 0.322 0.4 0.516 0.738 0.8 0.848 0.995 0.415 0.118 0.43 0.031], [0.01 0.122 0.203 0.224 0.322 0.4 0.415 0.516 0.738 0.8 0.848 0.995 0.118 0.43 0.031], [0.01 0.118 0.122 0.203 0.224 0.322 0.4 0.415 0.516 0.738 0.8 0.848 0.995 0.43 0.031], [0.01 0.118 0.122 0.203 0.224 0.322 0.4 0.415 0.43 0.516 0.738 0.8 0.848 0.995 0.031] | [0.01 0.031 0.118 0.122 0.203 0.224 0.322 0.4 0.415 0.43 0.516 0.738 0.8 0.848 0.995]
insertion_sort
find_maximum_subarray_kadane: key: [0.5 -0.552 -0.933 0.655 -0.372], initial_trace: (0, 0) trace | (best_low, best_high):
(0, 0), (0, 0), (3, 3) | (3, 3)
find_maximum_subarray_kadane
kmp_matcher: string: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1], key: [1 0 3 1 3 1 0 2 3 3 1 0 1 2 1 2 0 1 3 3 1 2 3 1 2 0 1 3], initial_trace: 0 trace | s:
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 2, 2, 3, 4, 5, 6, 7, 7, 8, 9, 10, 10, 11, 12, 13 | 14
kmp_matcher
heapsort: key: [0.135 0.246 0.021 0.531 0.775], initial_trace: [0.135 0.246 0.021 0.531 0.775] trace | pred:
[0.135 0.246 0.021 0.531 0.775], [0.135 0.246 0.021 0.531 0.775], [0.135 0.246 0.021 0.531 0.775], [0.135 0.775 0.021 0.531 0.246], [0.135 0.775 0.021 0.531 0.246], [0.775 0.135 0.021 0.531 0.246], [0.775 0.531 0.021 0.135 0.246], [0.775 0.531 0.021 0.135 0.246], [0.246 0.531 0.021 0.135 0.775], [0.531 0.246 0.021 0.135 0.775], [0.531 0.246 0.021 0.135 0.775], [0.135 0.246 0.021 0.531 0.775], [0.246 0.135 0.021 0.531 0.775], [0.246 0.135 0.021 0.531 0.775], [0.021 0.135 0.246 0.531 0.775], [0.135 0.021 0.246 0.531 0.775], [0.135 0.021 0.246 0.531 0.775], [0.021 0.135 0.246 0.531 0.775] | [0.021 0.135 0.246 0.531 0.775]
heapsort
floyd_warshall: A: [[0.376 0 0 0], [0 0.048 0 0], [0 0 0.328 0], [0 0 0 0]], initial_trace: [[0 0 0 0], [1 1 1 1], [2 2 2 2], [3 3 3 3]] trace | Pi:
[[0 0 0 0], [1 1 1 1], [2 2 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
bellman_ford: s: 0, A: [[0.335 0.388 0.311 0 0 0 0 0.505 0 0.342 0 0 0 0 0], [0.388 0.886 0.32 0.235 0.532 0 0 0.645 0 0 0 0.225 0 0.096 0], [0.311 0.32 0 0 0.528 0 0 0 0.501 0 0.418 0 0 0 0.504], [0 0.235 0 0 0 0.544 0 0 0 0.333 0 0 0 0.179 0], [0 0.532 0.528 0 0 0.597 0.885 0 0.361 0 0 0.358 0 0 0], [0 0 0 0.544 0.597 0 0.564 0 0 0 0 0.463 0 0 0], [0 0 0 0 0.885 0.564 0.301 0 0 0 0 0.034 0 0 0], [0.505 0.645 0 0 0 0 0 0.338 0 0 0.364 0 0 0 0.589], [0 0 0.501 0 0.361 0 0 0 0.444 0.396 0.538 0 0.536 0.633 0.054], [0.342 0 0 0.333 0 0 0 0 0.396 0.362 0 0 0 0.476 0], [0 0 0.418 0 0 0 0 0.364 0.538 0 0.322 0.401 0 0 0.311], [0 0.225 0 0 0.358 0.463 0.034 0 0 0 0.401 0.17 0.486 0.542 0.37], [0 0 0 0 0 0 0 0 0.536 0 0 0.486 0.497 0 0], [0 0.096 0 0.179 0 0 0 0 0.633 0.476 0 0.542 0 0.896 0], [0 0 0.504 0 0 0 0 0.589 0.054 0 0.311 0.37 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14] trace | pi:
[0 0 0 3 4 5 6 0 8 0 10 11 12 13 14], [0 0 0 1 2 5 6 0 9 0 2 1 12 1 2] | [0 0 0 1 2 11 11 0 9 0 2 1 11 1 8]
bellman_ford
find_maximum_subarray_kadane: key: [-0.206 -0.523 0.73 0.407], initial_trace: (0, 0) trace | (best_low, best_high):
(0, 0), (2, 2) | (2, 3)
find_maximum_subarray_kadane
bridges: A: [[0 0 0 0 1], [0 0 0 1 0], [0 0 1 0 0], [0 1 0 0 0], [1 0 0 0 0]], initial_trace: [[0 -1 -1 -1 0], [-1 0 -1 0 -1], [-1 -1 0 -1 -1], [-1 0 -1 0 -1], [0 -1 -1 -1 0]] trace | is_bridge:
[[0 -1 -1 -1 0], [-1 0 -1 0 -1], [-1 -1 0 -1 -1], [-1 0 -1 0 -1], [0 -1 -1 -1 0]], [[0 -1 -1 -1 0], [-1 0 -1 0 -1], [-1 -1 0 -1 -1], [-1 0 -1 0 -1], [0 -1 -1 -1 0]], [[0 -1 -1 -1 0], [-1 0 -1 0 -1], [-1 -1 0 -1 -1], [-1 0 -1 0 -1], [0 -1 -1 -1 0]], [[0 -1 -1 -1 0], [-1 0 -1 0 -1], [-1 -1 0 -1 -1], [-1 0 -1 0 -1], [0 -1 -1 -1 0]], [[0 -1 -1 -1 0], [-1 0 -1 0 -1], [-1 -1 0 -1 -1], [-1 0 -1 0 -1], [0 -1 -1 -1 0]], [[0 -1 -1 -1 1], [-1 0 -1 0 -1], [-1 -1 0 -1 -1], [-1 0 -1 0 -1], [1 -1 -1 -1 0]], [[0 -1 -1 -1 1], [-1 0 -1 0 -1], [-1 -1 0 -1 -1], [-1 0 -1 0 -1], [1 -1 -1 -1 0]], [[0 -1 -1 -1 1], [-1 0 -1 0 -1], [-1 -1 0 -1 -1], [-1 0 -1 0 -1], [1 -1 -1 -1 0]], [[0 -1 -1 -1 1], [-1 0 -1 0 -1], [-1 -1 0 -1 -1], [-1 0 -1 0 -1], [1 -1 -1 -1 0]], [[0 -1 -1 -1 1], [-1 0 -1 0 -1], [-1 -1 0 -1 -1], [-1 0 -1 0 -1], [1 -1 -1 -1 0]], [[0 -1 -1 -1 1], [-1 0 -1 0 -1], [-1 -1 0 -1 -1], [-1 0 -1 0 -1], [1 -1 -1 -1 0]], [[0 -1 -1 -1 1], [-1 0 -1 0 -1], [-1 -1 0 -1 -1], [-1 0 -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
insertion_sort: key: [0.498 0.363 0.076 0.699 0.827 0.44 0.356 0.318 0.621 0.589], initial_trace: [0.498 0.363 0.076 0.699 0.827 0.44 0.356 0.318 0.621 0.589] trace | pred:
[0.363 0.498 0.076 0.699 0.827 0.44 0.356 0.318 0.621 0.589], [0.076 0.363 0.498 0.699 0.827 0.44 0.356 0.318 0.621 0.589], [0.076 0.363 0.498 0.699 0.827 0.44 0.356 0.318 0.621 0.589], [0.076 0.363 0.498 0.699 0.827 0.44 0.356 0.318 0.621 0.589], [0.076 0.363 0.44 0.498 0.699 0.827 0.356 0.318 0.621 0.589], [0.076 0.356 0.363 0.44 0.498 0.699 0.827 0.318 0.621 0.589], [0.076 0.318 0.356 0.363 0.44 0.498 0.699 0.827 0.621 0.589], [0.076 0.318 0.356 0.363 0.44 0.498 0.621 0.699 0.827 0.589] | [0.076 0.318 0.356 0.363 0.44 0.498 0.589 0.621 0.699 0.827]
insertion_sort
kmp_matcher: string: [0 0 0 0 1], key: [2 1 2 3 2], initial_trace: 0 trace | s:
| 0
kmp_matcher
kmp_matcher: string: [0 0 0 1], key: [2 1 0 1], initial_trace: 0 trace | s:
0 | 1
kmp_matcher
dfs: A: [[0 0 0 0], [1 1 1 0], [1 1 1 1], [0 0 1 1]], initial_trace: [0 1 2 3] trace | pi:
[0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 2 3], [0 1 1 3], [0 1 1 3], [0 1 1 2], [0 1 1 2], [0 1 1 2], [0 1 1 2] | [0 1 1 2]
dfs
binary_search: key: [0.063 0.104 0.217 0.256 0.28 0.282 0.309 0.31 0.33 0.427 0.509 0.571 0.785 0.832 0.836 0.871 0.882 0.883 0.934], target: 0.671, initial_trace: (0, 18) trace | (low, high):
(10, 18), (10, 14), (10, 12) | (12, 12)
binary_search
segments_intersect: x: [0.676 0.876 0.62 0.324], y: [0.337 0.634 0.355 0.914] intersect:
0
segments_intersect
quicksort: key: [0.086 0.975 0.523 0.933 0.351], initial_trace: [0.086 0.975 0.523 0.933 0.351] trace | pred:
[0.086 0.975 0.523 0.933 0.351], [0.086 0.975 0.523 0.933 0.351], [0.086 0.975 0.523 0.933 0.351], [0.086 0.351 0.523 0.933 0.975], [0.086 0.351 0.523 0.933 0.975], [0.086 0.351 0.523 0.933 0.975], [0.086 0.351 0.523 0.933 0.975], [0.086 0.351 0.523 0.933 0.975] | [0.086 0.351 0.523 0.933 0.975]
quicksort
minimum: key: [0.352 0.633 0.765 0.677 0.598 0.038 0.213 0.624 0.447 0.918], initial_trace: 0 trace | min:
0, 0, 0, 0, 5, 5, 5, 5 | 5
minimum
insertion_sort: key: [0.658 0.96 0.396 0.418 0.917], initial_trace: [0.658 0.96 0.396 0.418 0.917] trace | pred:
[0.658 0.96 0.396 0.418 0.917], [0.396 0.658 0.96 0.418 0.917], [0.396 0.418 0.658 0.96 0.917] | [0.396 0.418 0.658 0.917 0.96]
insertion_sort
floyd_warshall: A: [[0 0 0.308 0 0], [0 0 0 0 0.837], [0.308 0 0 0 0], [0 0 0 0 0], [0 0.837 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 2 2], [3 3 3 3 3], [4 4 4 4 4]], [[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 2], [3 3 3 3 3], [4 4 4 4 4]], [[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 2], [3 3 3 3 3], [4 4 4 4 4]] | [[0 0 0 0 0], [1 1 1 1 1], [2 2 2 2 2], [3 3 3 3 3], [4 4 4 4 4]]
floyd_warshall
minimum: key: [0.645 0.629 0.707 0.025 0.901 0.664 0.508 0.98 0.359 0.528 0.433 0.535], initial_trace: 0 trace | min:
1, 1, 3, 3, 3, 3, 3, 3, 3, 3 | 3
minimum
mst_prim: s: 12, A: [[0.535 0 0 0 0.465 0 0.646 0 0 0 0.46 0 0 0.523 0 0 0.067 0 0.101 0 0 0.611 0.587], [0 0 0.294 0 0 0 0 0 0 0.271 0 0 0 0 0.569 0 0 0 0.681 0 0.756 0 0], [0 0.294 0.838 0 0 0 0 0 0.206 0.501 0 0 0 0.398 0.699 0.639 0 0.666 0 0.153 0 0 0], [0 0 0 0 0.393 0 0 0 0 0 0.28 0 0 0 0 0 0 0 0 0 0 0.776 0], [0.465 0 0 0.393 0 0 0 0.435 0 0.576 0 0 0 0 0.24 0.694 0 0 0 0 0.112 0 0], [0 0 0 0 0 0 0.531 0 0 0 0 0 0 0 0 0 0.42 0 0 0 0 0 0], [0.646 0 0 0 0 0.531 0.443 0 0.419 0 0 0.614 0 0 0 0.259 0.591 0 0 0.584 0 0.893 0.314], [0 0 0 0 0.435 0 0 0.865 0 0 0 0 0 0.454 0 0.877 0 0 0 0 0.079 0 0], [0 0 0.206 0 0 0 0.419 0 0 0 0 0.823 0.766 0.8 0 0 0 0.725 0.156 0 0 0 0], [0 0.271 0.501 0 0.576 0 0 0 0 0 0 0.868 0.634 0 0.039 0 0.124 0 0.375 0.538 0.244 0 0.461], [0.46 0 0 0.28 0 0 0 0 0 0 0.231 0 0 0 0 0.655 0 0 0 0.419 0 0.712 0], [0 0 0 0 0 0 0.614 0 0.823 0.868 0 0.142 0 0 0 0 0 0.47 0 0 0 0.182 0], [0 0 0 0 0 0 0 0 0.766 0.634 0 0 0.528 0.179 0 0 0 0.222 0 0 0 0 0], [0.523 0 0.398 0 0 0 0 0.454 0.8 0 0 0 0.179 0 0.384 0 0 0 0 0 0.224 0.501 0], [0 0.569 0.699 0 0.24 0 0 0 0 0.039 0 0 0 0.384 0.746 0 0.812 0 0.605 0.511 0 0 0], [0 0 0.639 0 0.694 0 0.259 0.877 0 0 0.655 0 0 0 0 0 0 0 0 0 0 0 0], [0.067 0 0 0 0 0.42 0.591 0 0 0.124 0 0 0 0 0.812 0 0.766 0 0.384 0 0.278 0 0], [0 0 0.666 0 0 0 0 0 0.725 0 0 0.47 0.222 0 0 0 0 0 0 0 0 0 0], [0.101 0.681 0 0 0 0 0 0 0.156 0.375 0 0 0 0 0.605 0 0.384 0 0.688 0 0 0 0.748], [0 0 0.153 0 0 0 0.584 0 0 0.538 0.419 0 0 0 0.511 0 0 0 0 0.237 0 0 0], [0 0.756 0 0 0.112 0 0 0.079 0 0.244 0 0 0 0.224 0 0 0.278 0 0 0 0.495 0.365 0], [0.611 0 0 0.776 0 0 0.893 0 0 0 0.712 0.182 0 0.501 0 0 0 0 0 0 0.365 0 0], [0.587 0 0 0 0 0 0.314 0 0 0.461 0 0 0 0 0 0 0 0 0.748 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 6 7 12 12 10 11 12 12 14 15 16 12 18 19 20 21 22], [13 1 13 3 4 5 6 13 12 12 10 11 12 12 13 15 16 12 18 19 13 13 22], [13 1 13 3 4 5 6 13 17 12 10 17 12 12 13 15 16 12 18 19 13 13 22], [13 20 13 3 20 5 6 20 17 20 10 17 12 12 13 15 20 12 18 19 13 20 22], [13 20 13 3 20 5 6 20 17 20 10 17 12 12 13 7 20 12 18 19 13 20 22], [4 20 13 4 20 5 6 20 17 20 10 17 12 12 4 4 20 12 18 19 13 20 22], [4 14 13 4 20 5 6 20 17 14 10 17 12 12 4 4 20 12 14 14 13 20 22], [4 9 13 4 20 5 6 20 17 14 10 17 12 12 4 4 9 12 9 14 13 20 9], [16 9 13 4 20 16 16 20 17 14 10 17 12 12 4 4 9 12 9 14 13 20 9], [16 9 13 4 20 16 16 20 17 14 0 17 12 12 4 4 9 12 0 14 13 20 9], [16 9 13 4 20 16 16 20 18 14 0 17 12 12 4 4 9 12 0 14 13 20 9], [16 9 8 4 20 16 8 20 18 14 0 17 12 12 4 4 9 12 0 14 13 20 9], [16 9 8 4 20 16 8 20 18 14 0 17 12 12 4 2 9 12 0 2 13 20 9], [16 9 8 4 20 16 8 20 18 14 19 17 12 12 4 2 9 12 0 2 13 20 9], [16 9 8 4 20 16 8 20 18 14 19 17 12 12 4 2 9 12 0 2 13 20 9], [16 9 8 4 20 16 8 20 18 14 19 21 12 12 4 2 9 12 0 2 13 20 9], [16 9 8 4 20 16 8 20 18 14 19 21 12 12 4 2 9 12 0 2 13 20 9], [16 9 8 4 20 16 8 20 18 14 3 21 12 12 4 2 9 12 0 2 13 20 9], [16 9 8 4 20 16 8 20 18 14 3 21 12 12 4 2 9 12 0 2 13 20 9], [16 9 8 4 20 16 8 20 18 14 3 21 12 12 4 6 9 12 0 2 13 20 6], [16 9 8 4 20 16 8 20 18 14 3 21 12 12 4 6 9 12 0 2 13 20 6], [16 9 8 4 20 16 8 20 18 14 3 21 12 12 4 6 9 12 0 2 13 20 6] | [16 9 8 4 20 16 8 20 18 14 3 21 12 12 4 6 9 12 0 2 13 20 6]
mst_prim
quickselect: key: [0.93 0.583 0.045 0.399 0.375 0.625 0.838 0.863 0.217 0.077 0.906 0.13 0.113 0.332 0.988 0.275 0.698 0.244 0.313 0.158 0.462 0.849 0.598 0.749 0.126 0.958 0.716 0.449 0.051 0.191 0.531], initial_trace: 30 trace | pivot:
30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 30, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 29, 13, 13, 13, 13, 13, 13, 13, 13, 13, 20, 20, 20, 20, 3, 3, 3 | 27
quickselect
minimum: key: [0.127 0.917 0.584 0.121 0.829], initial_trace: 0 trace | min:
0, 0, 3 | 3
minimum
segments_intersect: x: [0.675 0.636 0.483 0.617], y: [0.787 0.335 0.614 0.244] intersect:
0
segments_intersect
dag_shortest_paths: s: 0, A: [[0 0.998 0.741 0 0], [0 0 0.967 0.555 0], [0 0 0 0.379 0], [0 0 0 0 0], [0.123 0.861 0 0.962 0]], initial_trace: [0 1 2 3 4] trace | pi:
[0 1 2 3 4], [0 1 2 3 4], [0 1 2 3 4], [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 0 0 3 4], [0 0 0 1 4] | [0 0 0 2 4]
dag_shortest_paths
find_maximum_subarray_kadane: key: [0.942 -0.369 0.102 0.528], initial_trace: (0, 0) trace | (best_low, best_high):
(0, 0), (0, 0) | (0, 3)
find_maximum_subarray_kadane
naive_string_matcher: string: [0 0 0 0 0 0 0 0 0 1 1], key: [2 0 3 2 0 1 3 0 1 3 2], initial_trace: 0 trace | s:
1, 2 | 2
naive_string_matcher
graham_scan: x: [-0.298 1.45 -0.597 -1.66 0.626 1.05 -0.698 0.981 -0.278 0.623 0.481 1.36 0.473 1.75 0.561 -0.007 1.73 -1.25 0.77 -0.157 -0.893 1.68 -1.52 0.913 -0.711 -0.597 -1.39 1.5 0.448 -0.48 1.13], y: [0.61 -0.114 -0.737 1.11 -1.27 1.3 -0.324 1.08 1.01 1.85 -1.16 -0.198 -0.412 -0.361 -1.73 0.484 0.975 1.09 -1.18 1.41 0.703 -0.336 0.553 -1.29 -0.357 0.447 -0.312 0.83 1.7 1.7 -0.025], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 1 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 1 1 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 1 0 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 1 1 0 1 0 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 1 0 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 1 0 0 1 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 1 1 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 1 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 1 1 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0], [1 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 1 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 1 0 0 0 1 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 1 1 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 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 0 1 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 1 0 0 1 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 0 1 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 0 1 0 0 0 1 1 0 1 0 0 0 0 0 1 0 0 0 0 0 0 1 0], [0 0 0 1 0 0 0 0 0 1 0 0 0 1 1 0 1 0 0 0 0 0 1 0 1 0 0 0 0 1 0], [0 0 0 1 0 0 0 0 0 1 0 0 0 1 1 0 1 0 0 0 0 0 1 0 0 0 0 0 0 1 0], [0 0 1 1 0 0 0 0 0 1 0 0 0 1 1 0 1 0 0 0 0 0 1 0 0 0 0 0 0 1 0], [0 0 0 1 0 0 0 0 0 1 0 0 0 1 1 0 1 0 0 0 0 0 1 0 0 0 0 0 0 1 0], [0 0 0 1 0 0 0 0 0 1 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 0 1 0 0 0 1 1 0 1 0 0 0 0 0 0 0 0 0 1 0 0 1 0]
graham_scan
bridges: A: [[0 0 0 0], [0 0 0 0], [0 0 1 0], [0 0 0 0]], initial_trace: [[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]] trace | is_bridge:
[[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]], [[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]], [[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]], [[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]], [[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]], [[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]], [[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]], [[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]], [[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]], [[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]] | [[0 -1 -1 -1], [-1 0 -1 -1], [-1 -1 0 -1], [-1 -1 -1 0]]
bridges
floyd_warshall: A: [[0.225 0.424 0 0], [0.424 0 0 0], [0 0 0 0], [0 0 0 0.111]], 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
mst_prim: s: 15, A: [[0 0 0.843 0 0 0 0 0 0 0 0 0 0.795 0.736 0 0.394 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0.115 0.731 0 0 0 0 0 0.159 0 0 0 0 0 0 0], [0.843 0 0 0 0.239 0 0 0.477 0 0 0 0 0 0.381 0.484 0 0.065 0.474 0 0 0 0 0], [0 0 0 0.73 0 0.792 0 0 0.353 0.716 0 0 0 0 0.526 0 0.311 0 0 0 0 0 0], [0 0 0.239 0 0.662 0 0 0 0 0 0 0 0 0.519 0 0.779 0 0.441 0 0.278 0 0 0], [0 0 0 0.792 0 0.604 0 0.431 0 0 0 0 0 0 0 0.307 0 0 0 0.658 0 0 0], [0 0 0 0 0 0 0 0 0 0.269 0 0 0 0 0 0.227 0.293 0.318 0 0 0 0 0], [0 0 0.477 0 0 0.431 0 0 0 0.191 0.52 0.726 0.726 0 0 0.561 0 0 0 0 0 0 0.49], [0 0.115 0 0.353 0 0 0 0 0 0 0 0.399 0 0 0 0 0 0.524 0 0 0 0 0], [0 0.731 0 0.716 0 0 0.269 0.191 0 0 0 0 0 0.757 0 0 0 0.456 0 0 0.471 0 0], [0 0 0 0 0 0 0 0.52 0 0 0.627 0 0 0.283 0 0 0 0 0 0.614 0 0 0.682], [0 0 0 0 0 0 0 0.726 0.399 0 0 0.96 0 0 0 0 0 0.115 0 0 0 0 0], [0.795 0 0 0 0 0 0 0.726 0 0 0 0 0.717 0 0 0.225 0 0 0.498 0 0 0 0], [0.736 0 0.381 0 0.519 0 0 0 0 0.757 0.283 0 0 0 0 0 0.782 0 0 0 0.522 0 0], [0 0 0.484 0.526 0 0 0 0 0 0 0 0 0 0 0 0 0.369 0 0 0 0 0 0], [0.394 0.159 0 0 0.779 0.307 0.227 0.561 0 0 0 0 0.225 0 0 0 0 0 0 0 0 0 0.747], [0 0 0.065 0.311 0 0 0.293 0 0 0 0 0 0 0.782 0.369 0 0.412 0 0 0 0 0 0], [0 0 0.474 0 0.441 0 0.318 0 0.524 0.456 0 0.115 0 0 0 0 0 0.041 0 0.452 0 0.381 0], [0 0 0 0 0 0 0 0 0 0 0 0 0.498 0 0 0 0 0 0 0.176 0 0.952 0.869], [0 0 0 0 0.278 0.658 0 0 0 0 0.614 0 0 0 0 0 0 0.452 0.176 0 0 0 0], [0 0 0 0 0 0 0 0 0 0.471 0 0 0 0.522 0 0 0 0 0 0 0.38 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0.381 0.952 0 0 0.596 0], [0 0 0 0 0 0 0 0.49 0 0 0.682 0 0 0 0 0.747 0 0 0.869 0 0 0 0.35]], 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:
[15 15 2 3 15 15 15 15 8 9 10 11 15 13 14 15 16 17 18 19 20 21 15], [15 15 2 3 15 15 15 15 1 1 10 11 15 13 14 15 16 17 18 19 20 21 15], [15 15 2 8 15 15 15 15 1 1 10 8 15 13 14 15 16 8 18 19 20 21 15], [15 15 2 8 15 15 15 15 1 1 10 8 15 13 14 15 16 8 12 19 20 21 15], [15 15 2 8 15 15 15 15 1 6 10 8 15 13 14 15 6 6 12 19 20 21 15], [15 15 2 8 15 15 15 9 1 6 10 8 15 9 14 15 6 6 12 19 9 21 15], [15 15 7 8 15 15 15 9 1 6 7 8 15 9 14 15 6 6 12 19 9 21 7], [15 15 16 16 15 15 15 9 1 6 7 8 15 9 16 15 6 6 12 19 9 21 7], [15 15 16 16 2 15 15 9 1 6 7 8 15 2 16 15 6 6 12 19 9 21 7], [15 15 16 16 2 15 15 9 1 6 7 8 15 2 16 15 6 6 12 4 9 21 7], [15 15 16 16 2 15 15 9 1 6 7 8 15 2 16 15 6 6 19 4 9 21 7], [15 15 16 16 2 15 15 9 1 6 7 8 15 2 16 15 6 6 19 4 9 18 7], [15 15 16 16 2 15 15 9 1 6 7 8 15 2 16 15 6 6 19 4 9 18 7], [15 15 16 16 2 15 15 9 1 6 7 8 15 2 16 15 6 6 19 4 9 18 7], [15 15 16 16 2 15 15 9 1 6 7 17 15 2 16 15 6 6 19 4 9 17 7], [15 15 16 16 2 15 15 9 1 6 7 17 15 2 16 15 6 6 19 4 9 17 7], [15 15 16 16 2 15 15 9 1 6 7 17 15 2 16 15 6 6 19 4 9 17 7], [15 15 16 16 2 15 15 9 1 6 13 17 15 2 16 15 6 6 19 4 9 17 7], [15 15 16 16 2 15 15 9 1 6 13 17 15 2 16 15 6 6 19 4 9 17 7], [15 15 16 16 2 15 15 9 1 6 13 17 15 2 16 15 6 6 19 4 9 17 7], [15 15 16 16 2 15 15 9 1 6 13 17 15 2 16 15 6 6 19 4 9 17 7], [15 15 16 16 2 15 15 9 1 6 13 17 15 2 16 15 6 6 19 4 9 17 7] | [15 15 16 16 2 15 15 9 1 6 13 17 15 2 16 15 6 6 19 4 9 17 7]
mst_prim
task_scheduling: d: [7 8 3 4 9 9 11 7 9 3 10], w: [0.415 0.861 0.55 0.228 0.072 0.042 0.148 0.741 0.883 0.63 0.609], initial_trace: [0 0 0 0 0 0 0 0 0 0 0] trace | selected:
[0 0 0 0 0 0 0 0 1 0 0], [0 1 0 0 0 0 0 0 1 0 0], [0 1 0 0 0 0 0 1 1 0 0], [0 1 0 0 0 0 0 1 1 0 0], [0 1 0 0 0 0 0 1 1 0 1], [0 1 0 0 0 0 0 1 1 0 1], [1 1 0 0 0 0 0 1 1 0 1], [1 1 0 0 0 0 0 1 1 0 1], [1 1 0 0 0 0 1 1 1 0 1], [1 1 0 0 1 0 1 1 1 0 1] | [1 1 0 0 1 1 1 1 1 0 1]
task_scheduling
dijkstra: s: 18, A: [[0.786 0.349 0 0 0 0 0 0.601 0.518 0 0 0 0 0 0.546 0 0.532 0 0 0.325 0 0 0], [0.349 0 0 0 0 0 0.681 0 0 0 0.493 0 0 0 0 0.25 0.171 0 0 0.367 0 0 0], [0 0 0.552 0 0.625 0.81 0 0 0.468 0.732 0.291 0.674 0 0 0 0 0 0.473 0.116 0 0 0 0], [0 0 0 0.19 0.291 0.255 0 0.561 0.51 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0.625 0.291 0.123 0 0 0 0 0 0.348 0 0 0 0 0.485 0 0 0 0 0 0 0.435], [0 0 0.81 0.255 0 0 0 0 0 0 0 0.269 0 0 0 0 0.45 0 0.162 0 0 0.802 0.381], [0 0.681 0 0 0 0 0.139 0.328 0 0 0 0.355 0.388 0.201 0 0.35 0 0 0 0 0 0 0], [0.601 0 0 0.561 0 0 0.328 0 0 0 0 0 0 0 0 0 0 0.286 0 0 0.209 0 0], [0.518 0 0.468 0.51 0 0 0 0 0.12 0 0.803 0.265 0 0.716 0 0 0 0.185 0 0 0 0 0.534], [0 0 0.732 0 0 0 0 0 0 0 0 0 0 0 0 0.842 0 0.454 0 0 0.959 0 0], [0 0.493 0.291 0 0.348 0 0 0 0.803 0 0.643 0 0.269 0.774 0 0 0.66 0.163 0.259 0.781 0.387 0 0], [0 0 0.674 0 0 0.269 0.355 0 0.265 0 0 0 0.349 0 0 0 0.079 0.088 0 0 0 0.364 0], [0 0 0 0 0 0 0.388 0 0 0 0.269 0.349 0 0 0 0 0.266 0.343 0.622 0 0 0 0], [0 0 0 0 0 0 0.201 0 0.716 0 0.774 0 0 0 0.46 0 0 0 0 0 0.162 0 0.891], [0.546 0 0 0 0 0 0 0 0 0 0 0 0 0.46 0 0 0 0 0 0 0 0 0], [0 0.25 0 0 0.485 0 0.35 0 0 0.842 0 0 0 0 0 0 0.845 0.434 0.5 0 0.038 0 0], [0.532 0.171 0 0 0 0.45 0 0 0 0 0.66 0.079 0.266 0 0 0.845 0.985 0 0 0 0 0 0.466], [0 0 0.473 0 0 0 0 0.286 0.185 0.454 0.163 0.088 0.343 0 0 0.434 0 0.204 0.851 0 0 0 0], [0 0 0.116 0 0 0.162 0 0 0 0 0.259 0 0.622 0 0 0.5 0 0.851 0 0 0.585 0 0], [0.325 0.367 0 0 0 0 0 0 0 0 0.781 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0.209 0 0.959 0.387 0 0 0.162 0 0.038 0 0 0.585 0 0 0 0], [0 0 0 0 0 0.802 0 0 0 0 0 0.364 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0.435 0.381 0 0 0.534 0 0 0 0 0.891 0 0 0.466 0 0 0 0 0 0.225]], 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 18 3 4 18 6 7 8 9 18 11 18 13 14 18 16 18 18 19 18 21 22], [0 1 18 3 2 18 6 7 2 2 18 2 18 13 14 18 16 2 18 19 18 21 22], [0 1 18 5 2 18 6 7 2 2 18 5 18 13 14 18 5 2 18 19 18 5 5], [0 10 18 5 10 18 6 7 2 2 18 5 10 10 14 18 5 10 18 10 18 5 5], [0 10 18 5 10 18 6 3 2 2 18 5 10 10 14 18 5 10 18 10 18 5 5], [0 10 18 5 10 18 6 17 2 2 18 5 10 10 14 18 5 10 18 10 18 5 5], [0 10 18 5 10 18 11 17 2 2 18 5 10 10 14 18 11 10 18 10 18 11 5], [0 15 18 5 10 18 11 17 2 2 18 5 10 10 14 18 11 10 18 10 15 11 5], [16 16 18 5 10 18 11 17 2 2 18 5 10 10 14 18 11 10 18 10 15 11 5], [16 16 18 5 10 18 11 17 2 2 18 5 10 10 14 18 11 10 18 10 15 11 5], [16 16 18 5 10 18 11 17 2 2 18 5 10 20 14 18 11 10 18 10 15 11 5], [16 16 18 5 10 18 11 17 2 2 18 5 10 20 14 18 11 10 18 10 15 11 5], [16 16 18 5 10 18 11 17 2 2 18 5 10 20 14 18 11 10 18 10 15 11 5], [16 16 18 5 10 18 11 17 2 2 18 5 10 20 14 18 11 10 18 10 15 11 5], [1 16 18 5 10 18 11 17 2 2 18 5 10 20 14 18 11 10 18 10 15 11 5], [1 16 18 5 10 18 11 17 2 2 18 5 10 20 13 18 11 10 18 10 15 11 5], [1 16 18 5 10 18 11 17 2 2 18 5 10 20 13 18 11 10 18 10 15 11 5], [1 16 18 5 10 18 11 17 2 2 18 5 10 20 13 18 11 10 18 10 15 11 5], [1 16 18 5 10 18 11 17 2 2 18 5 10 20 13 18 11 10 18 10 15 11 5], [1 16 18 5 10 18 11 17 2 2 18 5 10 20 13 18 11 10 18 10 15 11 5], [1 16 18 5 10 18 11 17 2 2 18 5 10 20 13 18 11 10 18 10 15 11 5], [1 16 18 5 10 18 11 17 2 2 18 5 10 20 13 18 11 10 18 10 15 11 5] | [1 16 18 5 10 18 11 17 2 2 18 5 10 20 13 18 11 10 18 10 15 11 5]
dijkstra
activity_selector: s: [0.507 0.027 0.307 0.772 0.084 0.664 0.134 0.066 0.13 0.465 0.462 0.538 0.545 0.071 0.472 0.186 0.711 0.165 0.192 0.41 0.477 0.616 0.634 0.121 0.057 0.244 0.035 0.148], f: [0.525 0.924 0.78 0.89 0.223 0.782 0.68 0.146 0.416 0.479 0.912 0.759 0.791 0.392 0.872 0.469 0.881 0.948 0.818 0.873 0.551 0.646 0.94 0.152 0.746 0.94 0.858 0.448], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | selected:
[0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 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 1], [0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1], [1 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1], [1 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1], [1 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1], [1 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1], [1 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1], [1 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1], [1 0 0 0 0 0 0 1 0 1 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 1 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 1 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 1 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 1 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 1 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 1 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 1 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 1 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 1 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 1 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 1 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 1 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 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1]
activity_selector
bfs: s: 12, A: [[1 1 1 0 1 1 0 0 1 1 1 0 0 0 0], [1 0 0 0 1 1 0 1 0 0 0 0 0 1 0], [1 0 0 1 0 1 0 0 0 0 1 0 0 0 0], [0 0 1 1 0 1 0 0 1 0 0 0 0 1 1], [1 1 0 0 1 0 0 0 0 0 0 0 0 0 1], [1 1 1 1 0 0 0 0 0 1 0 0 0 0 1], [0 0 0 0 0 0 1 0 0 0 1 1 1 0 0], [0 1 0 0 0 0 0 1 0 0 0 1 0 0 0], [1 0 0 1 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 1 0 0 0 0 0 0 0 0 0], [1 0 1 0 0 0 1 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 1 1 0 0 1 0 0 0 0], [0 0 0 0 0 0 1 0 0 0 0 0 0 0 0], [0 1 0 1 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 1 1 1 0 0 0 0 0 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14] trace | pi:
[0 1 2 3 4 5 12 7 8 9 10 11 12 13 14], [0 1 2 3 4 5 12 7 8 9 6 6 12 13 14], [10 1 10 3 4 5 12 11 8 9 6 6 12 13 14], [10 0 10 2 0 0 12 11 0 0 6 6 12 13 14] | [10 0 10 2 0 0 12 11 0 0 6 6 12 1 3]
bfs
segments_intersect: x: [0.477 0.082 0.183 0.521], y: [0.209 0.595 0.841 0.087] intersect:
1
segments_intersect
jarvis_march: x: [0.005 -0.575 1.27 -1.05 0.585 -1.44 0.075 -0.284 1.17 -0.14 0.342], y: [-0.502 -1.06 -0.379 1.34 0.22 1.02 -0.794 -1.86 1.19 -1.08 -1.93], initial_trace: [0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0 1], [0 0 1 0 0 0 0 0 0 0 1], [0 0 1 0 0 0 0 0 0 0 1], [0 0 1 0 0 0 0 0 0 0 1], [0 0 1 0 0 0 0 0 0 0 1], [0 0 1 0 0 0 0 0 0 0 1], [0 0 1 0 0 0 0 0 0 0 1], [0 0 1 0 0 0 0 0 0 0 1], [0 0 1 0 0 0 0 0 0 0 1], [0 0 1 0 0 0 0 0 0 0 1], [0 0 1 0 0 0 0 0 0 0 1], [0 0 1 0 0 0 0 0 0 0 1], [0 0 1 0 0 0 0 0 0 0 1], [0 0 1 0 0 0 0 0 1 0 1], [0 0 1 0 0 0 0 0 1 0 1], [0 0 1 0 0 0 0 0 1 0 1], [0 0 1 0 0 0 0 0 1 0 1], [0 0 1 0 0 0 0 0 1 0 1], [0 0 1 0 0 0 0 0 1 0 1], [0 0 1 0 0 0 0 0 1 0 1], [0 0 1 0 0 0 0 0 1 0 1], [0 0 1 0 0 0 0 0 1 0 1], [0 0 1 0 0 0 0 0 1 0 1], [0 0 1 0 0 0 0 0 1 0 1], [0 0 1 0 0 0 0 0 1 0 1], [0 0 1 1 0 0 0 0 1 0 1], [0 0 1 1 0 0 0 0 1 0 1], [0 0 1 1 0 0 0 0 1 0 1], [0 0 1 1 0 0 0 0 1 0 1], [0 0 1 1 0 0 0 0 1 0 1], [0 0 1 1 0 0 0 0 1 0 1], [0 0 1 1 0 0 0 0 1 0 1], [0 0 1 1 0 0 0 0 1 0 1], [0 0 1 1 0 0 0 0 1 0 1], [0 0 1 1 0 0 0 0 1 0 1], [0 0 1 1 0 0 0 0 1 0 1], [0 0 1 1 0 0 0 0 1 0 1], [0 0 1 1 0 1 0 0 1 0 1], [0 0 1 1 0 1 0 0 1 0 1], [0 0 1 1 0 1 0 0 1 0 1], [0 0 1 1 0 1 0 0 1 0 1], [0 0 1 1 0 1 0 0 1 0 1], [0 0 1 1 0 1 0 0 1 0 1], [0 0 1 1 0 1 0 0 1 0 1], [0 0 1 1 0 1 0 0 1 0 1], [0 0 1 1 0 1 0 0 1 0 1], [0 0 1 1 0 1 0 0 1 0 1], [0 0 1 1 0 1 0 0 1 0 1], [0 0 1 1 0 1 0 0 1 0 1], [0 0 1 1 0 1 0 1 1 0 1], [0 0 1 1 0 1 0 1 1 0 1], [0 0 1 1 0 1 0 1 1 0 1], [0 0 1 1 0 1 0 1 1 0 1], [0 0 1 1 0 1 0 1 1 0 1], [0 0 1 1 0 1 0 1 1 0 1], [0 0 1 1 0 1 0 1 1 0 1], [0 0 1 1 0 1 0 1 1 0 1], [0 0 1 1 0 1 0 1 1 0 1], [0 0 1 1 0 1 0 1 1 0 1], [0 0 1 1 0 1 0 1 1 0 1] | [0 0 1 1 0 1 0 1 1 0 1]
jarvis_march
lcs_length: string: [0 0 0 1 1], key: [2 2 1 2 1], initial_trace: [[-1 -1 -1 0 2], [-1 -1 -1 0 0], [-1 -1 -1 1 0], [-1 -1 -1 -1 -1], [-1 -1 -1 -1 -1]] trace | b:
| [[-1 -1 -1 0 2], [-1 -1 -1 0 1], [-1 -1 -1 1 0], [-1 -1 -1 -1 -1], [-1 -1 -1 -1 -1]]
lcs_length
bfs: s: 9, A: [[1 0 1 0 0 0 0 0 0 0 0 1], [0 1 0 0 0 1 0 0 0 0 0 0], [1 0 0 0 1 1 0 1 0 1 1 0], [0 0 0 1 0 0 0 0 0 0 0 1], [0 0 1 0 1 0 0 0 0 0 1 0], [0 1 1 0 0 1 0 0 0 1 0 0], [0 0 0 0 0 0 0 0 1 0 0 0], [0 0 1 0 0 0 0 1 0 1 0 0], [0 0 0 0 0 0 1 0 0 0 0 0], [0 0 1 0 0 1 0 1 0 0 0 1], [0 0 1 0 1 0 0 0 0 0 0 1], [1 0 0 1 0 0 0 0 0 1 1 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11] trace | pi:
[0 1 9 3 4 9 6 9 8 9 10 9] | [2 5 9 11 2 9 6 9 8 9 2 9]
bfs
bfs: s: 5, A: [[1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0], [1 1 0 1 1 0 0 1 0 0 0 0 0 0 1 0 0 1 0], [0 0 1 0 0 1 0 0 0 0 0 1 1 0 1 0 1 0 0], [0 1 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 1 0 0 1 1 0 0 0 1 0 0 0 0 0 1 0 1 0], [0 0 1 1 1 1 0 0 0 0 1 0 0 0 0 0 0 1 0], [0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0], [0 1 0 0 0 0 1 1 1 0 1 0 0 0 1 0 0 0 0], [0 0 0 0 0 0 0 1 1 1 1 0 0 0 0 0 0 0 0], [0 0 0 0 1 0 1 0 1 0 1 0 0 1 1 0 0 0 0], [0 0 0 0 0 1 0 1 1 1 1 1 0 0 0 1 1 1 0], [0 0 1 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 1 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 1 0 0 0], [0 1 1 0 0 0 0 1 0 1 0 0 1 1 1 0 0 0 0], [1 0 0 0 1 0 0 0 0 0 1 1 0 1 0 1 0 1 0], [0 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0], [0 1 0 0 1 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]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18] trace | pi:
[0 1 5 5 5 5 6 7 8 9 5 11 12 13 14 15 16 5 18], [0 3 5 5 5 5 6 10 10 4 5 2 2 13 2 4 2 5 17] | [1 3 5 5 5 5 7 10 10 4 5 2 2 9 2 4 2 5 17]
bfs
naive_string_matcher: string: [0 0 0 0 0 0 0 0 0 0 0 0 1 1 1], key: [1 0 3 0 2 3 1 1 1 0 0 2 3 0 2], initial_trace: 0 trace | s:
1, 2, 2 | 2
naive_string_matcher
bfs: s: 11, A: [[1 1 0 1 0 0 0 0 0 0 0 0 0 0 1], [1 1 0 0 1 0 0 1 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 0 1 0 0 0 0], [1 0 0 0 0 0 0 0 0 1 0 1 1 0 0], [0 1 0 0 1 0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 1 1 1 0 0 1 0 0 1 0], [0 0 0 0 0 1 0 1 1 0 0 0 0 1 1], [0 1 1 0 0 1 1 0 0 1 0 1 0 0 0], [0 0 0 0 0 0 1 0 0 0 1 0 0 1 1], [0 0 0 1 0 0 0 1 0 0 0 0 0 0 0], [0 0 1 0 1 1 0 0 1 0 0 0 0 0 0], [0 0 0 1 0 0 0 1 0 0 0 0 0 0 0], [0 0 0 1 0 0 0 0 0 0 0 0 0 0 1], [0 0 0 0 0 1 1 0 1 0 0 0 0 1 0], [1 0 0 0 0 0 1 0 1 0 0 0 1 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14] trace | pi:
[0 1 2 11 4 5 6 11 8 9 10 11 12 13 14], [3 7 7 11 4 7 7 11 8 3 10 11 3 13 14] | [3 7 7 11 1 7 7 11 6 3 2 11 3 5 0]
bfs
activity_selector: s: [0.037 0.278 0.275 0.072 0.051 0.235 0.005 0.375 0.228 0.245 0.04 0.223], f: [0.73 0.699 0.319 0.495 0.266 0.886 0.966 0.648 0.788 0.506 0.665 0.857], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0] trace | selected:
[0 0 0 0 1 0 0 0 0 0 0 0], [0 0 1 0 1 0 0 0 0 0 0 0], [0 0 1 0 1 0 0 0 0 0 0 0], [0 0 1 0 1 0 0 0 0 0 0 0], [0 0 1 0 1 0 0 1 0 0 0 0], [0 0 1 0 1 0 0 1 0 0 0 0], [0 0 1 0 1 0 0 1 0 0 0 0], [0 0 1 0 1 0 0 1 0 0 0 0], [0 0 1 0 1 0 0 1 0 0 0 0], [0 0 1 0 1 0 0 1 0 0 0 0], [0 0 1 0 1 0 0 1 0 0 0 0] | [0 0 1 0 1 0 0 1 0 0 0 0]
activity_selector
graham_scan: x: [-0.524 -1.84 -1 1.45 0.609 1.86 1.03 -0.388 -0.106 -1.31 0.982 -0.559 -1.47 -1.8 -0.816 0.196 0.081 1.51 1.61], y: [-1.92 -0.412 -0.246 -0.141 1.31 0.64 -0.043 -0.591 0.85 -0.071 0.986 -0.011 -0.535 0.013 -1.34 -0.421 1.8 -0.118 -1], initial_trace: [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1], [1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1], [1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1], [1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 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 1 0 0 0 0 0 0 0 0 0 0 0 0 1], [1 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 1], [1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1], [1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 1], [1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 0 0 1], [1 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 1], [1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1], [1 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1], [1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1], [1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1], [1 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 1 0 1], [1 0 0 0 0 1 0 1 1 0 0 0 0 0 0 0 1 0 1], [1 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 1 0 1], [1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1], [1 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 1 0 1], [1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1], [1 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1], [1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1], [1 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0 1 0 1], [1 0 0 0 0 1 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 0 0 1 0 1], [1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 1], [1 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 1], [1 0 0 0 0 1 0 0 0 0 0 0 1 1 0 0 1 0 1], [1 0 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 1] | [1 1 0 0 0 1 0 0 0 0 0 0 0 1 0 0 1 0 1]
graham_scan
task_scheduling: d: [7 9 9 4 10 10 7 3 7 5], w: [0.963 0.668 0.703 0.401 0.599 0.768 0.618 0.185 0.661 0.958], initial_trace: [0 0 0 0 0 0 0 0 0 0] trace | selected:
[1 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 1], [1 0 0 0 0 1 0 0 0 1], [1 0 1 0 0 1 0 0 0 1], [1 1 1 0 0 1 0 0 0 1], [1 1 1 0 0 1 0 0 1 1], [1 1 1 0 0 1 1 0 1 1], [1 1 1 0 1 1 1 0 1 1], [1 1 1 0 1 1 1 0 1 1] | [1 1 1 0 1 1 1 0 1 1]
task_scheduling
binary_search: key: [0.091 0.286 0.338 0.781 0.986], target: 0.312, initial_trace: (0, 4) trace | (low, high):
(0, 2) | (2, 2)
binary_search
bellman_ford: s: 20, A: [[0 0 0.482 0.599 0.305 0 0 0 0 0 0 0.117 0 0.16 0.457 0 0.252 0 0 0 0.396 0 0], [0 0.81 0 0 0 0 0 0.911 0 0.246 0 0 0 0 0 0 0.616 0 0 0 0 0 0.491], [0.482 0 0.338 0.435 0 0.393 0 0 0 0.48 0 0.772 0 0 0 0 0 0.245 0 0 0 0 0], [0.599 0 0.435 0 0 0 0 0.658 0 0 0.639 0 0 0 0 0 0 0 0 0.547 0 0.775 0], [0.305 0 0 0 0.34 0 0 0 0.279 0 0.552 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0.393 0 0 0.507 0 0 0 0 0 0 0 0 0.467 0 0.453 0 0 0 0 0.448 0], [0 0 0 0 0 0 0 0.333 0 0 0.459 0 0 0.115 0.424 0 0 0 0 0 0 0.115 0.132], [0 0.911 0 0.658 0 0 0.333 0 0.517 0 0 0 0 0.826 0 0 0 0 0 0.262 0 0 0], [0 0 0 0 0.279 0 0 0.517 0.057 0 0 0 0 0 0 0 0 0 0 0 0.673 0 0], [0 0.246 0.48 0 0 0 0 0 0 0 0 0 0.041 0 0 0.498 0 0 0 0.538 0 0 0], [0 0 0 0.639 0.552 0 0.459 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0.117 0 0.772 0 0 0 0 0 0 0 0 0 0.578 0.413 0 0.329 0 0.672 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0.041 0 0.578 0.31 0 0 0 0 0 0 0 0 0 0], [0.16 0 0 0 0 0 0.115 0.826 0 0 0 0.413 0 0.431 0 0 0 0 0 0 0 0 0], [0.457 0 0 0 0 0.467 0.424 0 0 0 0 0 0 0 0 0.531 0 0.354 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0.498 0 0.329 0 0 0.531 0 0 0 0 0 0.09 0 0], [0.252 0.616 0 0 0 0.453 0 0 0 0 0 0 0 0 0 0 0.45 0 0 0 0.193 0.515 0], [0 0 0.245 0 0 0 0 0 0 0 0 0.672 0 0 0.354 0 0 0.578 0 0 0.557 0 0], [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0], [0 0 0 0.547 0 0 0 0.262 0 0.538 0 0 0 0 0 0 0 0 0 0 0 0 0], [0.396 0 0 0 0 0 0 0 0.673 0 0 0 0 0 0 0.09 0.193 0.557 0 0 0 0 0], [0 0 0 0.775 0 0.448 0.115 0 0 0 0 0 0 0 0 0 0.515 0 0 0 0 0.074 0], [0 0.491 0 0 0 0 0.132 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22] trace | pi:
[20 1 2 3 4 5 6 7 20 9 10 11 12 13 14 20 20 20 18 19 20 21 22], [20 16 17 0 0 16 6 8 20 15 10 15 12 0 15 20 20 20 18 19 20 16 22], [20 16 17 0 0 16 13 8 20 15 4 15 9 0 15 20 20 20 18 9 20 16 1] | [20 16 17 0 0 16 13 6 20 15 6 15 9 0 15 20 20 20 18 9 20 16 6]
bellman_ford
articulation_points: A: [[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 1 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 1 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0]], initial_trace: [0 0 0 0 0 0 0 0 0 0] trace | is_cut:
[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0] | [0 0 0 0 0 0 0 0 0 0]
articulation_points
bfs: s: 8, A: [[0 0 0 0 1 0 0 0 0 1 0 0 0 0 0], [0 1 0 0 0 1 1 1 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 1 0 0 1 0 0 0], [0 0 0 1 0 1 0 1 0 1 0 0 0 0 0], [1 0 0 0 1 0 0 0 1 0 0 0 0 1 1], [0 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 0 0 0 0], [0 1 0 1 0 0 1 1 0 0 0 1 0 1 0], [0 0 1 0 1 0 0 0 0 1 0 0 0 1 0], [1 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 1 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 1], [0 0 0 0 1 0 0 1 1 0 1 1 0 1 1], [0 0 0 0 1 0 0 0 0 0 0 0 1 1 0]], initial_trace: [0 1 2 3 4 5 6 7 8 9 10 11 12 13 14] trace | pi:
[0 1 8 3 8 5 6 7 8 8 10 11 12 8 14], [4 1 8 9 8 5 6 13 8 8 13 2 12 8 4] | [4 7 8 9 8 3 7 13 8 8 13 2 14 8 4]
bfs
articulation_points: A: [[0 0 0 0 0 0 1 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 1 0 0 0 0 0 0 1], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 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 1 0 0 0 0 0 0 0]], initial_trace: [0 0 0 0 0 0 0 0 0 0] trace | is_cut:
[0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0], [0 0 0 0 0 0 0 0 0 0] | [0 0 0 0 0 0 0 0 0 0]
articulation_points
jarvis_march: x: [0.103 0.681 -0.963 1.25 0.159 1.51 1.05 0.355 -1.57 0.197], y: [-1.58 0.359 1.39 -0.573 0.146 -0.276 -0.177 -1.05 -0.112 0.881], initial_trace: [0 0 0 0 0 0 0 0 0 0] trace | in_hull:
[1 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0], [1 0 0 0 0 0 0 0 0 0], [1 0 0 1 0 0 0 0 0 0], [1 0 0 1 0 0 0 0 0 0], [1 0 0 1 0 0 0 0 0 0], [1 0 0 1 0 0 0 0 0 0], [1 0 0 1 0 0 0 0 0 0], [1 0 0 1 0 0 0 0 0 0], [1 0 0 1 0 0 0 0 0 0], [1 0 0 1 0 0 0 0 0 0], [1 0 0 1 0 0 0 0 0 0], [1 0 0 1 0 0 0 0 0 0], [1 0 0 1 0 0 0 0 0 0], [1 0 0 1 0 1 0 0 0 0], [1 0 0 1 0 1 0 0 0 0], [1 0 0 1 0 1 0 0 0 0], [1 0 0 1 0 1 0 0 0 0], [1 0 0 1 0 1 0 0 0 0], [1 0 0 1 0 1 0 0 0 0], [1 0 0 1 0 1 0 0 0 0], [1 0 0 1 0 1 0 0 0 0], [1 0 0 1 0 1 0 0 0 0], [1 0 0 1 0 1 0 0 0 0], [1 0 0 1 0 1 0 0 0 0], [1 0 0 1 0 1 0 0 0 1], [1 0 0 1 0 1 0 0 0 1], [1 0 0 1 0 1 0 0 0 1], [1 0 0 1 0 1 0 0 0 1], [1 0 0 1 0 1 0 0 0 1], [1 0 0 1 0 1 0 0 0 1], [1 0 0 1 0 1 0 0 0 1], [1 0 0 1 0 1 0 0 0 1], [1 0 0 1 0 1 0 0 0 1], [1 0 0 1 0 1 0 0 0 1], [1 0 0 1 0 1 0 0 0 1], [1 0 1 1 0 1 0 0 0 1], [1 0 1 1 0 1 0 0 0 1], [1 0 1 1 0 1 0 0 0 1], [1 0 1 1 0 1 0 0 0 1], [1 0 1 1 0 1 0 0 0 1], [1 0 1 1 0 1 0 0 0 1], [1 0 1 1 0 1 0 0 0 1], [1 0 1 1 0 1 0 0 0 1], [1 0 1 1 0 1 0 0 0 1], [1 0 1 1 0 1 0 0 0 1], [1 0 1 1 0 1 0 0 0 1], [1 0 1 1 0 1 0 0 1 1], [1 0 1 1 0 1 0 0 1 1], [1 0 1 1 0 1 0 0 1 1], [1 0 1 1 0 1 0 0 1 1], [1 0 1 1 0 1 0 0 1 1], [1 0 1 1 0 1 0 0 1 1], [1 0 1 1 0 1 0 0 1 1], [1 0 1 1 0 1 0 0 1 1], [1 0 1 1 0 1 0 0 1 1], [1 0 1 1 0 1 0 0 1 1] | [1 0 1 1 0 1 0 0 1 1]
jarvis_march