{ "info": { "author": "Algorithms Team & Contributors", "author_email": "kwk236@gmail.com", "bugtrack_url": null, "classifiers": [ "Programming Language :: Python :: 3", "Programming Language :: Python :: 3.4", "Programming Language :: Python :: 3.5", "Programming Language :: Python :: 3.6" ], "description": "

\n\nEnglish | [\u7b80\u4f53\u4e2d\u6587](README_CN.md) | [Deutsch](README_GE.md) | [\u65e5\u672c\u8a9e](README_JP.md) | [\ud55c\uad6d\uc5b4](README_KR.md)\n\n[![Open Source Helpers](https://www.codetriage.com/keon/algorithms/badges/users.svg)](https://www.codetriage.com/keon/algorithms)\n[![Build Status](https://travis-ci.org/keon/algorithms.svg?branch=master)](https://travis-ci.org/keon/algorithms)\n[![Coverage Status](https://coveralls.io/repos/github/keon/algorithms/badge.svg?branch=master)](https://coveralls.io/github/keon/algorithms?branch=master)\n\nPythonic Data Structures and Algorithms\n=========================================\n\nMinimal and clean example implementations of data structures and algorithms in Python 3.\n\n## Contributing\nThanks for your interest in contributing! There are many ways to contribute to this project. [Get started here](CONTRIBUTING.md)\n\n\n## Tests\n\n### Use unittest\nFor running all tests write down:\n\n $ python3 -m unittest discover tests\n\nFor running some specific tests you can do this as following (Ex: sort):\n\n $ python3 -m unittest tests.test_sort\n\n### Use pytest\nFor running all tests write down:\n\n $ python3 -m pytest tests\n\n## Install\nIf you want to use the API algorithms in your code, it is as simple as:\n\n $ pip3 install algorithms\n\nYou can test by creating a python file: (Ex: use `merge_sort` in `sort`)\n\n```python3\nfrom algorithms.sort import merge_sort\n\nif __name__ == \"__main__\":\n my_list = [1, 8, 3, 5, 6]\n my_list = merge_sort(my_list)\n print(my_list)\n```\n\n## Uninstall\nIf you want to uninstall algorithms, it is as simple as:\n\n $ pip3 uninstall -y algorithms\n\n## List of Implementations\n\n- [arrays](algorithms/arrays)\n - [delete_nth](algorithms/arrays/delete_nth.py)\n - [flatten](algorithms/arrays/flatten.py)\n - [garage](algorithms/arrays/garage.py)\n - [josephus_problem](algorithms/arrays/josephus.py)\n - [longest_non_repeat](algorithms/arrays/longest_non_repeat.py/)\n - [max_ones_index](algorithms/arrays/max_ones_index.py)\n - [merge_intervals](algorithms/arrays/merge_intervals.py)\n - [missing_ranges](algorithms/arrays/missing_ranges.py)\n - [plus_one](algorithms/arrays/plus_one.py)\n \u00a0 \u00a0- [rotate](algorithms/arrays/rotate.py)\n - [summarize_ranges](algorithms/arrays/summarize_ranges.py)\n - [three_sum](algorithms/arrays/three_sum.py)\n - [two_sum](algorithms/arrays/two_sum.py)\n - [move_zeros](algorithms/arrays/move_zeros.py)\n- [backtrack](algorithms/backtrack)\n - [general_solution.md](algorithms/backtrack/)\n - [anagram](algorithms/backtrack/anagram.py)\n - [array_sum_combinations](algorithms/backtrack/array_sum_combinations.py)\n - [combination_sum](algorithms/backtrack/combination_sum.py)\n - [expression_add_operators](algorithms/backtrack/expression_add_operators.py)\n - [factor_combinations](algorithms/backtrack/factor_combinations.py)\n - [generate_abbreviations](algorithms/backtrack/generate_abbreviations.py)\n - [generate_parenthesis](algorithms/backtrack/generate_parenthesis.py)\n - [letter_combination](algorithms/backtrack/letter_combination.py)\n - [palindrome_partitioning](algorithms/backtrack/palindrome_partitioning.py)\n - [pattern_match](algorithms/backtrack/pattern_match.py)\n - [permute](algorithms/backtrack/permute.py)\n - [permute_unique](algorithms/backtrack/permute_unique.py)\n - [subsets](algorithms/backtrack/subsets.py)\n - [subsets_unique](algorithms/backtrack/subsets_unique.py)\n- [bfs](algorithms/bfs)\n - [shortest_distance_from_all_buildings](algorithms/bfs/shortest_distance_from_all_buildings.py)\n - [word_ladder](algorithms/bfs/word_ladder.py)\n- [bit](algorithms/bit)\n - [add_bitwise_operator](algorithms/bit/add_bitwise_operator.py)\n - [bit_operation](algorithms/bit/bit_operation.py)\n - [bytes_int_conversion](algorithms/bit/bytes_int_conversion.py)\n - [count_flips_to_convert](algorithms/bit/count_flips_to_convert.py)\n - [count_ones](algorithms/bit/count_ones.py)\n - [find_difference](algorithms/bit/find_difference.py)\n - [find_missing_number](algorithms/bit/find_missing_number.py)\n - [flip_bit_longest_sequence](algorithms/bit/flip_bit_longest_sequence.py)\n - [power_of_two](algorithms/bit/power_of_two.py)\n - [reverse_bits](algorithms/bit/reverse_bits.py)\n - [single_number](algorithms/bit/single_number.py)\n - [single_number2](algorithms/bit/single_number2.py)\n - [single_number3](algorithms/bit/single_number3.py)\n - [subsets](algorithms/bit/subsets.py)\n - [swap_pair](algorithms/bit/swap_pair.py)\n - [has_alternative_bit](algorithms/bit/has_alternative_bit.py)\n - [insert_bit](algorithms/bit/insert_bit.py)\n - [remove_bit](algorithms/bit/remove_bit.py)\n- [calculator](algorithms/calculator)\n - [math_parser](algorithms/calculator/math_parser.py)\n- [dfs](algorithms/dfs)\n - [all_factors](algorithms/dfs/all_factors.py)\n - [count_islands](algorithms/dfs/count_islands.py)\n - [pacific_atlantic](algorithms/dfs/pacific_atlantic.py)\n - [sudoku_solver](algorithms/dfs/sudoku_solver.py)\n - [walls_and_gates](algorithms/dfs/walls_and_gates.py)\n- [dp](algorithms/dp)\n - [buy_sell_stock](algorithms/dp/buy_sell_stock.py)\n - [climbing_stairs](algorithms/dp/climbing_stairs.py)\n - [coin_change](algorithms/dp/coin_change.py)\n - [combination_sum](algorithms/dp/combination_sum.py)\n - [egg_drop](algorithms/dp/egg_drop.py)\n - [house_robber](algorithms/dp/house_robber.py)\n - [job_scheduling](algorithms/dp/job_scheduling.py)\n - [knapsack](algorithms/dp/knapsack.py)\n - [longest_increasing](algorithms/dp/longest_increasing.py)\n - [matrix_chain_order](algorithms/dp/matrix_chain_order.py)\n - [max_product_subarray](algorithms/dp/max_product_subarray.py)\n - [max_subarray](algorithms/dp/max_subarray.py)\n - [min_cost_path](algorithms/dp/min_cost_path.py)\n - [num_decodings](algorithms/dp/num_decodings.py)\n - [regex_matching](algorithms/dp/regex_matching.py)\n - [rod_cut](algorithms/dp/rod_cut.py)\n - [word_break](algorithms/dp/word_break.py)\n - [fibonacci](algorithms/dp/fib.py)\n- [graph](algorithms/graph)\n - [strongly_connected](algorithms/graph/checkDiGraphStronglyConnected.py)\n - [clone_graph](algorithms/graph/clone_graph.py)\n - [cycle_detection](algorithms/graph/cycle_detection.py)\n - [find_all_cliques](algorithms/graph/find_all_cliques.py)\n - [find_path](algorithms/graph/find_path.py)\n - [graph](algorithms/graph/graph.py)\n - [markov_chain](algorithms/graph/markov_chain.py)\n - [minimum_spanning_tree](algorithms/graph/minimum_spanning_tree.py)\n - [satisfiability](algorithms/graph/satisfiability.py)\n - [tarjan](algorithms/graph/tarjan.py)\n - [traversal](algorithms/graph/traversal.py)\n- [heap](algorithms/heap)\n - [merge_sorted_k_lists](algorithms/heap/merge_sorted_k_lists.py)\n - [skyline](algorithms/heap/skyline.py)\n - [sliding_window_max](algorithms/heap/sliding_window_max.py)\n - [binary_heap](algorithms/heap/binary_heap.py)\n- [linkedlist](algorithms/linkedlist)\n - [add_two_numbers](algorithms/linkedlist/add_two_numbers.py)\n - [copy_random_pointer](algorithms/linkedlist/copy_random_pointer.py)\n - [delete_node](algorithms/linkedlist/delete_node.py)\n - [first_cyclic_node](algorithms/linkedlist/first_cyclic_node.py)\n - [is_cyclic](algorithms/linkedlist/is_cyclic.py)\n - [is_palindrome](algorithms/linkedlist/is_palindrome.py)\n - [kth_to_last](algorithms/linkedlist/kth_to_last.py)\n - [linkedlist](algorithms/linkedlist/linkedlist.py)\n - [remove_duplicates](algorithms/linkedlist/remove_duplicates.py)\n - [reverse](algorithms/linkedlist/reverse.py)\n - [rotate_list](algorithms/linkedlist/rotate_list.py)\n - [swap_in_pairs](algorithms/linkedlist/swap_in_pairs.py)\n - [is_sorted](algorithms/linkedlist/is_sorted.py)\n - [remove_range](algorithms/linkedlist/remove_range.py)\n- [map](algorithms/map)\n - [hashtable](algorithms/map/hashtable.py)\n - [separate_chaining_hashtable](algorithms/map/separate_chaining_hashtable.py)\n - [longest_common_subsequence](algorithms/map/longest_common_subsequence.py)\n - [randomized_set](algorithms/map/randomized_set.py)\n - [valid_sudoku](algorithms/map/valid_sudoku.py)\n- [maths](algorithms/maths)\n - [base_conversion](algorithms/maths/base_conversion.py)\n - [combination](algorithms/maths/combination.py)\n - [extended_gcd](algorithms/maths/extended_gcd.py)\n - [factorial](algorithms/maths/factorial.py) \n - [gcd/lcm](algorithms/maths/gcd.py)\n - [generate_strobogrammtic](algorithms/maths/generate_strobogrammtic.py)\n - [is_strobogrammatic](algorithms/maths/is_strobogrammatic.py)\n - [next_bigger](algorithms/maths/next_bigger.py)\n - [next_perfect_square](algorithms/maths/next_perfect_square.py)\n - [nth_digit](algorithms/maths/nth_digit.py)\n - [prime_check](algorithms/maths/prime_check.py)\n - [primes_sieve_of_eratosthenes](algorithms/maths/primes_sieve_of_eratosthenes.py)\n - [pythagoras](algorithms/maths/pythagoras.py)\n - [rabin_miller](algorithms/maths/rabin_miller.py)\n - [rsa](algorithms/maths/rsa.py)\n - [sqrt_precision_factor](algorithms/maths/sqrt_precision_factor.py)\n - [summing_digits](algorithms/maths/summing_digits.py)\n- [matrix](algorithms/matrix)\n - [sudoku_validator](algorithms/matrix/sudoku_validator.py)\n - [bomb_enemy](algorithms/matrix/bomb_enemy.py)\n - [copy_transform](algorithms/matrix/copy_transform.py)\n - [count_paths](algorithms/matrix/count_paths.py)\n - [matrix_rotation.txt](algorithms/matrix/matrix_rotation.txt)\n - [rotate_image](algorithms/matrix/rotate_image.py)\n - [search_in_sorted_matrix](algorithms/matrix/search_in_sorted_matrix.py)\n - [sparse_dot_vector](algorithms/matrix/sparse_dot_vector.py)\n - [sparse_mul](algorithms/matrix/sparse_mul.py)\n - [spiral_traversal](algorithms/matrix/spiral_traversal.py)\n- [queues](algorithms/queues)\n - [max_sliding_window](algorithms/queues/max_sliding_window.py)\n - [moving_average](algorithms/queues/moving_average.py)\n - [queue](algorithms/queues/queue.py)\n - [reconstruct_queue](algorithms/queues/reconstruct_queue.py)\n - [zigzagiterator](algorithms/queues/zigzagiterator.py)\n- [search](algorithms/search)\n - [binary_search](algorithms/search/binary_search.py)\n - [first_occurance](algorithms/search/first_occurance.py)\n - [last_occurance](algorithms/search/last_occurance.py)\n - [linear_search](algorithms/search/linear_search.py)\n - [search_insert](algorithms/search/search_insert.py)\n - [two_sum](algorithms/search/two_sum.py)\n - [search_range](algorithms/search/search_range.py)\n - [find_min_rotate](algorithms/search/find_min_rotate.py)\n - [search_rotate](algorithms/search/search_rotate.py)\n - [jump_search](algorithms/search/jump_search.py)\n- [set](algorithms/set)\n - [randomized_set](algorithms/set/randomized_set.py)\n - [set_covering](algorithms/set/set_covering.py)\n- [sort](algorithms/sort)\n - [bogo_sort](algorithms/sort/bogo_sort.py)\n - [bubble_sort](algorithms/sort/bubble_sort.py)\n - [bucket_sort](algorithms/sort/bucket_sort.py)\n - [cocktail_shaker_sort](algorithms/sort/cocktail_shaker_sort.py)\n - [comb_sort](algorithms/sort/comb_sort.py)\n - [counting_sort](algorithms/sort/counting_sort.py)\n - [gnome_sort](algorithms/sort/gnome_sort.py)\n - [heap_sort](algorithms/sort/heap_sort.py)\n - [insertion_sort](algorithms/sort/insertion_sort.py)\n - [meeting_rooms](algorithms/sort/meeting_rooms.py)\n - [merge_sort](algorithms/sort/merge_sort.py)\n - [quick_sort](algorithms/sort/quick_sort.py)\n - [radix_sort](algorithms/sort/radix_sort.py)\n - [selection_sort](algorithms/sort/selection_sort.py)\n - [shell_sort](algorithms/sort/shell_sort.py)\n - [sort_colors](algorithms/sort/sort_colors.py)\n - [top_sort](algorithms/sort/top_sort.py)\n - [wiggle_sort](algorithms/sort/wiggle_sort.py)\n- [stack](algorithms/stack)\n - [longest_abs_path](algorithms/stack/longest_abs_path.py)\n - [simplify_path](algorithms/stack/simplify_path.py)\n - [stack](algorithms/stack/stack.py)\n - [valid_parenthesis](algorithms/stack/valid_parenthesis.py)\n - [stutter](algorithms/stack/stutter.py)\n - [switch_pairs](algorithms/stack/switch_pairs.py)\n - [is_consecutive](algorithms/stack/is_consecutive.py)\n - [remove_min](algorithms/stack/remove_min.py)\n - [is_sorted](algorithms/stack/is_sorted.py)\n- [strings](algorithms/strings)\n - [fizzbuzz](algorithms/strings/fizzbuzz.py)\n - [delete_reoccurring_characters](algorithms/strings/delete_reoccurring_characters.py)\n - [strip_url_params](algorithms/strings/strip_url_params.py)\n - [validate_coordinates](algorithms/strings/validate_coordinates.py)\n - [domain_extractor](algorithms/strings/domain_extractor.py)\n - [merge_string_checker](algorithms/strings/merge_string_checker.py)\n - [add_binary](algorithms/strings/add_binary.py)\n - [breaking_bad](algorithms/strings/breaking_bad.py)\n - [decode_string](algorithms/strings/decode_string.py)\n - [encode_decode](algorithms/strings/encode_decode.py)\n - [group_anagrams](algorithms/strings/group_anagrams.py)\n - [int_to_roman](algorithms/strings/int_to_roman.py)\n - [is_palindrome](algorithms/strings/is_palindrome.py)\n - [license_number](algorithms/strings/license_number.py)\n - [make_sentence](algorithms/strings/make_sentence.py)\n - [multiply_strings](algorithms/strings/multiply_strings.py)\n - [one_edit_distance](algorithms/strings/one_edit_distance.py)\n - [rabin_karp](algorithms/strings/rabin_karp.py)\n - [reverse_string](algorithms/strings/reverse_string.py)\n - [reverse_vowel](algorithms/strings/reverse_vowel.py)\n - [reverse_words](algorithms/strings/reverse_words.py)\n - [roman_to_int](algorithms/strings/roman_to_int.py)\n - [word_squares](algorithms/strings/word_squares.py)\n- [tree](algorithms/tree)\n - [bst](algorithms/tree/tree/bst)\n - [array2bst](algorithms/tree/bst/array2bst.py)\n - [bst_closest_value](algorithms/tree/bst/bst_closest_value.py)\n - [BSTIterator](algorithms/tree/bst/BSTIterator.py)\n - [delete_node](algorithms/tree/bst/delete_node.py)\n - [is_bst](algorithms/tree/bst/is_bst.py)\n - [kth_smallest](algorithms/tree/bst/kth_smallest.py)\n - [lowest_common_ancestor](algorithms/tree/bst/lowest_common_ancestor.py)\n - [predecessor](algorithms/tree/bst/predecessor.py)\n - [serialize_deserialize](algorithms/tree/bst/serialize_deserialize.py)\n - [successor](algorithms/tree/bst/successor.py)\n - [unique_bst](algorithms/tree/bst/unique_bst.py)\n - [depth_sum](algorithms/tree/bst/depth_sum.py)\n - [count_left_node](algorithms/tree/bst/count_left_node.py)\n - [num_empty](algorithms/tree/bst/num_empty.py)\n - [height](algorithms/tree/bst/height.py)\n - [red_black_tree](algorithms/tree/red_black_tree)\n - [red_black_tree](algorithms/tree/red_black_tree/red_black_tree.py)\n - [segment_tree](algorithms/tree/segment_tree)\n - [segment_tree](algorithms/tree/segment_tree/segment_tree.py)\n - [traversal](algorithms/tree/traversal)\n - [inorder](algorithms/tree/traversal/inorder.py)\n - [level_order](algorithms/tree/traversal/level_order.py)\n - [zigzag](algorithms/tree/traversal/zigzag.py)\n - [trie](algorithms/tree/trie)\n - [add_and_search](algorithms/tree/trie/add_and_search.py)\n - [trie](algorithms/tree/trie/trie.py)\n - [binary_tree_paths](algorithms/tree/binary_tree_paths.py)\n - [bintree2list](algorithms/tree/bintree2list.py)\n - [deepest_left](algorithms/tree/deepest_left.py)\n - [invert_tree](algorithms/tree/invert_tree.py)\n - [is_balanced](algorithms/tree/is_balanced.py)\n - [is_subtree](algorithms/tree/is_subtree.py)\n - [is_symmetric](algorithms/tree/is_symmetric.py)\n - [longest_consecutive](algorithms/tree/longest_consecutive.py)\n - [lowest_common_ancestor](algorithms/tree/lowest_common_ancestor.py)\n - [max_height](algorithms/tree/max_height.py)\n - [max_path_sum](algorithms/tree/max_path_sum.py)\n - [min_height](algorithms/tree/min_height.py)\n - [path_sum](algorithms/tree/path_sum.py)\n - [path_sum2](algorithms/tree/path_sum2.py)\n - [pretty_print](algorithms/tree/pretty_print.py)\n - [same_tree](algorithms/tree/same_tree.py)\n - [tree](algorithms/tree/tree.py)\n- [union-find](algorithms/union-find)\n - [count_islands](algorithms/union-find/count_islands.py)\n\n## Contributors\nThe repo is maintained by\n\n* [Keon Kim](https://github.com/keon)\n* [Rahul Goswami](https://github.com/goswami-rahul)\n* [Christian Bender](https://github.com/christianbender)\n* [Ankit Agarwal](https://github.com/ankit167)\n* [Hai Hoang Dang](https://github.com/danghai)\n* [Saad](https://github.com/SaadBenn)\n\nAnd thanks to [all the contributors](https://github.com/keon/algorithms/graphs/contributors)\nwho helped in building the repo.\n\n\n", "description_content_type": "text/markdown", "docs_url": null, "download_url": "", "downloads": { "last_day": -1, "last_month": -1, "last_week": -1 }, "home_page": "https://github.com/keon/algorithms", "keywords": "", "license": "MIT", "maintainer": "", "maintainer_email": "", "name": "algorithms", "package_url": "https://pypi.org/project/algorithms/", "platform": "", "project_url": "https://pypi.org/project/algorithms/", "project_urls": { "Homepage": "https://github.com/keon/algorithms" }, "release_url": "https://pypi.org/project/algorithms/0.1.3/", "requires_dist": null, "requires_python": "", "summary": "Pythonic Data Structures and Algorithms", "version": "0.1.3" }, "last_serial": 3958361, "releases": { "0.1.2": [ { "comment_text": "", "digests": { "md5": "e8f42faec4a8fdbb43fc56da181a0815", "sha256": "def0ade2295d0756e4182ac59cdde5afe4e604c10553e3f1ce3999054dd04b72" }, 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