├── .gitignore ├── 01 using_js └── typescript.ts ├── 02 functional_programming ├── answers_to_questions │ ├── 02-02-addLogging.js │ ├── 02-03-addTiming.js │ └── 02-05-negate.js ├── chainify.js ├── memoize_functions.js └── memoize_promises.js ├── 03 abstract_data_types ├── answers_to_questions │ ├── 03-02-bag_as_array_with_functions_immutable.js │ └── 03-02-bag_as_array_with_functions_mutable.js ├── bag_as_object_with_class.js ├── bag_as_object_with_function_immutable.js └── bag_as_object_with_function_mutable.js ├── 05 designing_algorithms ├── answers_to_questions │ ├── 05-01-factorial.js │ ├── 05-03-archery_puzzle_not_using_solve.js │ ├── 05-03-archery_puzzle_using_solve.js │ ├── 05-05-avoid_more_work.js │ └── 05-07-to_go_out_puzzle.js ├── factorial.js ├── fibonacci_recursive.js ├── fibonacci_sequential.js ├── line_breaks.js ├── make_change_backtrack.js ├── make_change_greedy.js ├── send_more_money_puzzle.js ├── send_more_money_puzzle.test.js ├── sequential_fibonacci.js ├── squarest_game_puzzle.js ├── squarest_game_puzzle.test.js ├── tautology_test_array.js ├── tautology_test_array.test.js ├── tautology_test_bind.js └── towers_of_hanoi.js ├── 06 sorting ├── answers_to_questions │ ├── 06-06-sinking_sort.js │ ├── 06-07-bubblesort_check_swaps.js │ ├── 06-07-bubblesort_check_swaps.test.js │ ├── 06-08-insertion_sort_recursive.js │ └── 06-10-quicksort_dutch.js ├── bitmap_sort.js ├── bitmap_sort.test.js ├── bubblesort.js ├── bubblesort.test.js ├── comb_sort.js ├── comb_sort.test.js ├── comb_sort_usual.js ├── comb_sort_usual.test.js ├── counting_sort.js ├── counting_sort.test.js ├── inplacemerge.js ├── inplacemerge.timed.js ├── insertion_sort.test.js ├── insertion_sort_1.js ├── insertion_sort_2.js ├── mergesort.js ├── mergesort.test.js ├── quicksort.js ├── quicksort.test.js ├── quicksort_dual_pivot.js ├── quicksort_dual_pivot.test.js ├── quicksort_hybrid.js ├── quicksort_hybrid.test.js ├── radix_sort.js ├── selection_sort.js ├── selection_sort.test.js ├── shellsort.js ├── shellsort.test.js ├── shuttle_sort.js ├── shuttle_sort.test.js └── sort_by_date.js ├── 07 selecting ├── answers_to_questions │ ├── 07-02-median_of_5.js │ ├── 07-02-median_of_5_array.js │ ├── 07-04-quickselect_iterative.js │ ├── 07-05-select_without_changing.js │ └── 07-06-sicilian_way.js ├── bitmap_select.js ├── bitmap_select.test.js ├── comparison │ ├── comparison_0_3_9.ods │ ├── iterative_tests_15000.txt │ ├── repeated_3.test.js │ ├── repeated_3_iterative.js │ ├── repeated_5_iterative.js │ ├── repeated_9.test.js │ ├── repeated_9_iterative.js │ ├── repeated_all.test.js │ ├── repeated_all_ascending.js │ ├── repeated_all_random.js │ ├── repeated_step.test.js │ ├── repeated_step_iterative.js │ ├── tests_1000000_100.txt │ ├── tests_100000_100.txt │ ├── tests_10000_100.txt │ ├── tests_1000_100.txt │ ├── tests_300000_100.txt │ ├── tests_30000_100.txt │ ├── tests_3000_100.txt │ ├── tests_300_100.txt │ └── unused │ │ ├── repeated_3_recursive.js │ │ ├── repeated_9_recursive.js │ │ ├── repeated_ninths.js │ │ ├── repeated_ninths.test.js │ │ ├── repeated_step_recursive.js │ │ ├── repeated_thirds.js │ │ └── repeated_thirds.test.js ├── counting_select.js ├── counting_select.test.js ├── floyd_rivest.js ├── floyd_rivest.test.js ├── lazy_select_median.js ├── lazy_select_median.test.js ├── median_of_medians.js ├── median_of_medians.test.js ├── quickselect.js ├── quickselect.test.js ├── repeated_step.js ├── repeated_step.test.js ├── sicilian_selection.js ├── sicilian_selection.test.js ├── sortingSelect.js └── sortingSelect.test.js ├── 08 shuffling_and_sampling ├── answers_to_questions │ ├── 08-02-random_3.js │ ├── 08-03-naive_sort_shuffle.js │ ├── 08-04-naive_swapping_shuffle.js │ ├── 08-05-robsons_top.js │ ├── 08-07-single_line_sampling.js │ └── 08-08-sorting_sample.js ├── coin_tossing_sample.js ├── coin_tossing_shuffle.js ├── fisher_yates_sample.js ├── fisher_yates_shuffle.js ├── floyd_sample_iterative.js ├── floyd_sample_recursive.js ├── floyd_shuffle.js ├── knuth_sample_iterative.js ├── knuth_sample_recursive.js ├── log_results_sample.js ├── log_results_shuffle.js ├── lottery_sample.js ├── naive_perm.js ├── random.js ├── repeated_pick.js ├── reservoir_sample.js ├── robson_shuffle.js ├── single_pick.js └── sorting_shuffle.js ├── 09 searching ├── answers_to_questions │ ├── 09-03-jump_infinity.js │ ├── 09-06-binary_first.js │ └── 09-08-rotation_finding.js ├── binary_search_iterative.js ├── binary_search_iterative.test.js ├── binary_search_recursive.js ├── binary_search_recursive.test.js ├── check_search.js ├── exponential_search.js ├── exponential_search.test.js ├── interpolation_search.js ├── interpolation_search.test.js ├── jump_search_1.js ├── jump_search_1.test.js ├── jump_search_2.js ├── jump_search_2.test.js ├── jump_search_3.js ├── jump_search_3.test.js ├── linear_search.js ├── linear_search.test.js ├── linear_sentinel.js └── linear_sentinel.test.js ├── 10 lists ├── answers_to_questions │ ├── 10-02-reverse_a_list.js │ ├── 10-03-append_list.js │ ├── 10-04-has_a_loop.js │ ├── 10-05-stack_with_array.class.js │ ├── 10-05-stack_with_array.class.test.js │ ├── 10-05-stack_with_array.func.js │ ├── 10-05-stack_with_array.func.test.js │ ├── 10-06-linkedList_iterative_version.js │ ├── 10-06-queue_with_array.class.js │ ├── 10-06-queue_with_array.class.test.js │ ├── 10-09-queue_with_array.func.js │ ├── 10-09-queue_with_array.func.test.js │ └── 10-11-radix_sort_with_queues.js ├── circularList.js ├── circularList.test.js ├── linkedDeque.js ├── linkedList.js ├── linkedList.test.js ├── linkedQueue.js ├── linkedQueue.test.js ├── linkedStack.js ├── linkedStack.test.js └── list_with_array.js ├── 11 bags_and_sets ├── answers_to_questions │ ├── 11-07-add_unique.js │ └── 11-07-hashTable_set.js ├── doublyLinkedOrderedList.js ├── doublyLinkedOrderedList.test.js ├── hashTable_chaining.js ├── hashTable_chaining.test.js ├── hashTable_double.js ├── hashTable_double.test.js ├── hashTable_double_prime.js ├── hashTable_double_prime.test.js ├── hashTable_single_open_addressing.js ├── hashTable_single_open_addressing.test.js ├── linkedOrderedList.js ├── linkedOrderedList.test.js ├── move_to_front_list.js ├── move_to_front_list.test.js ├── skipList.js └── skipList.test.js ├── 12 binary_trees ├── answers_to_questions │ ├── 12-04-find_one_liner.func.js │ ├── 12-05-get_size.func.js │ ├── 12-06-get_height.func.js │ ├── 12-07-tree_copying.func.js │ ├── 12-08-do_the_math.func.js │ ├── 12-13-sorting_by_traversal.func.js │ ├── 12-14-any_order.func.js │ ├── 12-16-no_duplicates.func.js │ ├── 12-17-get_and_delete.func.js │ └── 12-26-restructure.func.js ├── avl_tree.js ├── avl_tree.test.js ├── bb_alpha_tree.js ├── bb_alpha_tree.test.js ├── binary_search_tree.js ├── binary_search_tree.test.js ├── randomized_binary_search_tree.js ├── randomized_binary_search_tree.test.js ├── splay_tree.js └── splay_tree.test.js ├── 13 trees_and_forests ├── answers_to_questions │ ├── 13-02-no_recursion_traversals.class.js │ ├── 13-03-non_recurring.class.js │ ├── 13-04-tree_with_equals.js │ ├── 13-05-measuring_trees.class.js │ └── 13-07-faster_searching.js ├── b_tree.func.js ├── b_tree.func.test.js ├── red_black_tree.func.js ├── red_black_tree.func.test.js ├── tree.class.js └── tree.class.test.js ├── 14 heaps_and_treaps ├── answers_to_questions │ ├── 14-01-is_it_a_heap.js │ ├── 14-05-merge_away.js │ ├── 14-07-removing_from_the_middle.js │ ├── 14-08-faster_build.js │ ├── 14-13-trimmed_selection.js │ └── 14-14-is_it_a_treap.js ├── d_ary_heap.js ├── d_ary_heap.test.js ├── heap.js ├── heap.test.js ├── heapsort_enhanced.js ├── heapsort_enhanced.test.js ├── heapsort_original.js ├── heapsort_original.test.js ├── treap.js └── treap.test.js ├── 15 extended_heaps ├── answers_to_questions │ ├── 15-03-no_recursion_needed.js │ └── 15-09-two_in_one.js ├── binomial_heap.js ├── binomial_heap.test.js ├── fibonacci_heap.js ├── fibonacci_heap.test.js ├── lazy_binomial_heap.js ├── lazy_binomial_heap.test.js ├── pairing_heap.js ├── pairing_heap.test.js ├── skew_heap.js └── skew_heap.test.js ├── 16 digital_trees ├── answers_to_questions │ └── 16-01-trie.map.js ├── radix_tree.js ├── radix_tree.test.js ├── ternary_tree.js ├── ternary_tree.original.js ├── ternary_tree.test.js ├── trie.array.js ├── trie.object.js └── trie.test.js ├── 17 graphs ├── answers_to_questions │ ├── 17-01-shortest_paths_floyd_warshall_with_paths.js │ ├── 17-02-shortest_paths_bellman_ford_faster.js │ ├── 17-03-shortest_paths_dijkstra_single_point.js │ ├── 17-05-detect_connected_with_groups_optimized.js │ ├── 17-06-spanning_kruskal_enhanced.js │ └── 17-08-spanning_kruskal_with_heapsort.js ├── cycle_detection_tarjan.js ├── detect_connected_with_groups.js ├── detect_connected_with_search.js ├── graphs.js ├── shortest_paths_bellman_ford.js ├── shortest_paths_dijkstra.js ├── shortest_paths_floyd_warshall.js ├── spanning_kruskal.js ├── spanning_prim.js ├── topological_sort_kahn.js └── topological_sort_tarjan.js ├── 18 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