## Arithmetic Analysis * [Bisection](https://github.com/TheAlgorithms/Python/blob/master/arithmetic_analysis/bisection.py) * [Gaussian Elimination](https://github.com/TheAlgorithms/Python/blob/master/arithmetic_analysis/gaussian_elimination.py) * [In Static Equilibrium](https://github.com/TheAlgorithms/Python/blob/master/arithmetic_analysis/in_static_equilibrium.py) * [Intersection](https://github.com/TheAlgorithms/Python/blob/master/arithmetic_analysis/intersection.py) * [Lu Decomposition](https://github.com/TheAlgorithms/Python/blob/master/arithmetic_analysis/lu_decomposition.py) * [Newton Forward Interpolation](https://github.com/TheAlgorithms/Python/blob/master/arithmetic_analysis/newton_forward_interpolation.py) * [Newton Method](https://github.com/TheAlgorithms/Python/blob/master/arithmetic_analysis/newton_method.py) * [Newton Raphson](https://github.com/TheAlgorithms/Python/blob/master/arithmetic_analysis/newton_raphson.py) * [Secant Method](https://github.com/TheAlgorithms/Python/blob/master/arithmetic_analysis/secant_method.py) ## Backtracking * [All Combinations](https://github.com/TheAlgorithms/Python/blob/master/backtracking/all_combinations.py) * [All Permutations](https://github.com/TheAlgorithms/Python/blob/master/backtracking/all_permutations.py) * [All Subsequences](https://github.com/TheAlgorithms/Python/blob/master/backtracking/all_subsequences.py) * [Coloring](https://github.com/TheAlgorithms/Python/blob/master/backtracking/coloring.py) * [Hamiltonian Cycle](https://github.com/TheAlgorithms/Python/blob/master/backtracking/hamiltonian_cycle.py) * [Knight Tour](https://github.com/TheAlgorithms/Python/blob/master/backtracking/knight_tour.py) * [Minimax](https://github.com/TheAlgorithms/Python/blob/master/backtracking/minimax.py) * [N Queens](https://github.com/TheAlgorithms/Python/blob/master/backtracking/n_queens.py) * [N Queens Math](https://github.com/TheAlgorithms/Python/blob/master/backtracking/n_queens_math.py) * [Rat In Maze](https://github.com/TheAlgorithms/Python/blob/master/backtracking/rat_in_maze.py) * [Sudoku](https://github.com/TheAlgorithms/Python/blob/master/backtracking/sudoku.py) * [Sum Of Subsets](https://github.com/TheAlgorithms/Python/blob/master/backtracking/sum_of_subsets.py) ## Bit Manipulation * [Binary And Operator](https://github.com/TheAlgorithms/Python/blob/master/bit_manipulation/binary_and_operator.py) * [Binary Or Operator](https://github.com/TheAlgorithms/Python/blob/master/bit_manipulation/binary_or_operator.py) * [Binary Xor Operator](https://github.com/TheAlgorithms/Python/blob/master/bit_manipulation/binary_xor_operator.py) ## Blockchain * [Chinese Remainder Theorem](https://github.com/TheAlgorithms/Python/blob/master/blockchain/chinese_remainder_theorem.py) * [Diophantine Equation](https://github.com/TheAlgorithms/Python/blob/master/blockchain/diophantine_equation.py) * [Modular Division](https://github.com/TheAlgorithms/Python/blob/master/blockchain/modular_division.py) ## Boolean Algebra * [Quine Mc Cluskey](https://github.com/TheAlgorithms/Python/blob/master/boolean_algebra/quine_mc_cluskey.py) ## Cellular Automata * [One Dimensional](https://github.com/TheAlgorithms/Python/blob/master/cellular_automata/one_dimensional.py) ## Ciphers * [A1Z26](https://github.com/TheAlgorithms/Python/blob/master/ciphers/a1z26.py) * [Affine Cipher](https://github.com/TheAlgorithms/Python/blob/master/ciphers/affine_cipher.py) * [Atbash](https://github.com/TheAlgorithms/Python/blob/master/ciphers/atbash.py) * [Base16](https://github.com/TheAlgorithms/Python/blob/master/ciphers/base16.py) * [Base32](https://github.com/TheAlgorithms/Python/blob/master/ciphers/base32.py) * [Base64 Cipher](https://github.com/TheAlgorithms/Python/blob/master/ciphers/base64_cipher.py) * [Base85](https://github.com/TheAlgorithms/Python/blob/master/ciphers/base85.py) * [Brute Force Caesar Cipher](https://github.com/TheAlgorithms/Python/blob/master/ciphers/brute_force_caesar_cipher.py) * [Caesar Cipher](https://github.com/TheAlgorithms/Python/blob/master/ciphers/caesar_cipher.py) * [Cryptomath Module](https://github.com/TheAlgorithms/Python/blob/master/ciphers/cryptomath_module.py) * [Decrypt Caesar With Chi Squared](https://github.com/TheAlgorithms/Python/blob/master/ciphers/decrypt_caesar_with_chi_squared.py) * [Deterministic Miller Rabin](https://github.com/TheAlgorithms/Python/blob/master/ciphers/deterministic_miller_rabin.py) * [Diffie](https://github.com/TheAlgorithms/Python/blob/master/ciphers/diffie.py) * [Elgamal Key Generator](https://github.com/TheAlgorithms/Python/blob/master/ciphers/elgamal_key_generator.py) * [Enigma Machine2](https://github.com/TheAlgorithms/Python/blob/master/ciphers/enigma_machine2.py) * [Hill Cipher](https://github.com/TheAlgorithms/Python/blob/master/ciphers/hill_cipher.py) * [Mixed Keyword Cypher](https://github.com/TheAlgorithms/Python/blob/master/ciphers/mixed_keyword_cypher.py) * [Morse Code Implementation](https://github.com/TheAlgorithms/Python/blob/master/ciphers/morse_code_implementation.py) * [Onepad Cipher](https://github.com/TheAlgorithms/Python/blob/master/ciphers/onepad_cipher.py) * [Playfair Cipher](https://github.com/TheAlgorithms/Python/blob/master/ciphers/playfair_cipher.py) * [Porta Cipher](https://github.com/TheAlgorithms/Python/blob/master/ciphers/porta_cipher.py) * [Rabin Miller](https://github.com/TheAlgorithms/Python/blob/master/ciphers/rabin_miller.py) * [Rot13](https://github.com/TheAlgorithms/Python/blob/master/ciphers/rot13.py) * [Rsa Cipher](https://github.com/TheAlgorithms/Python/blob/master/ciphers/rsa_cipher.py) * [Rsa Factorization](https://github.com/TheAlgorithms/Python/blob/master/ciphers/rsa_factorization.py) * [Rsa Key Generator](https://github.com/TheAlgorithms/Python/blob/master/ciphers/rsa_key_generator.py) * [Shuffled Shift Cipher](https://github.com/TheAlgorithms/Python/blob/master/ciphers/shuffled_shift_cipher.py) * [Simple Keyword Cypher](https://github.com/TheAlgorithms/Python/blob/master/ciphers/simple_keyword_cypher.py) * [Simple Substitution Cipher](https://github.com/TheAlgorithms/Python/blob/master/ciphers/simple_substitution_cipher.py) * [Trafid Cipher](https://github.com/TheAlgorithms/Python/blob/master/ciphers/trafid_cipher.py) * [Transposition Cipher](https://github.com/TheAlgorithms/Python/blob/master/ciphers/transposition_cipher.py) * [Transposition Cipher Encrypt Decrypt File](https://github.com/TheAlgorithms/Python/blob/master/ciphers/transposition_cipher_encrypt_decrypt_file.py) * [Vigenere Cipher](https://github.com/TheAlgorithms/Python/blob/master/ciphers/vigenere_cipher.py) * [Xor Cipher](https://github.com/TheAlgorithms/Python/blob/master/ciphers/xor_cipher.py) ## Compression * [Burrows Wheeler](https://github.com/TheAlgorithms/Python/blob/master/compression/burrows_wheeler.py) * [Huffman](https://github.com/TheAlgorithms/Python/blob/master/compression/huffman.py) * [Lempel Ziv](https://github.com/TheAlgorithms/Python/blob/master/compression/lempel_ziv.py) * [Lempel Ziv Decompress](https://github.com/TheAlgorithms/Python/blob/master/compression/lempel_ziv_decompress.py) * [Peak Signal To Noise Ratio](https://github.com/TheAlgorithms/Python/blob/master/compression/peak_signal_to_noise_ratio.py) ## Computer Vision * [Harriscorner](https://github.com/TheAlgorithms/Python/blob/master/computer_vision/harriscorner.py) ## Conversions * [Binary To Decimal](https://github.com/TheAlgorithms/Python/blob/master/conversions/binary_to_decimal.py) * [Binary To Octal](https://github.com/TheAlgorithms/Python/blob/master/conversions/binary_to_octal.py) * [Decimal To Any](https://github.com/TheAlgorithms/Python/blob/master/conversions/decimal_to_any.py) * [Decimal To Binary](https://github.com/TheAlgorithms/Python/blob/master/conversions/decimal_to_binary.py) * [Decimal To Hexadecimal](https://github.com/TheAlgorithms/Python/blob/master/conversions/decimal_to_hexadecimal.py) * [Decimal To Octal](https://github.com/TheAlgorithms/Python/blob/master/conversions/decimal_to_octal.py) * [Hexadecimal To Decimal](https://github.com/TheAlgorithms/Python/blob/master/conversions/hexadecimal_to_decimal.py) * [Prefix Conversions](https://github.com/TheAlgorithms/Python/blob/master/conversions/prefix_conversions.py) * [Roman To Integer](https://github.com/TheAlgorithms/Python/blob/master/conversions/roman_to_integer.py) * [Temperature Conversions](https://github.com/TheAlgorithms/Python/blob/master/conversions/temperature_conversions.py) ## Data Structures * Binary Tree * [Avl Tree](https://github.com/TheAlgorithms/Python/blob/master/data_structures/binary_tree/avl_tree.py) * [Basic Binary Tree](https://github.com/TheAlgorithms/Python/blob/master/data_structures/binary_tree/basic_binary_tree.py) * [Binary Search Tree](https://github.com/TheAlgorithms/Python/blob/master/data_structures/binary_tree/binary_search_tree.py) * [Binary Search Tree Recursive](https://github.com/TheAlgorithms/Python/blob/master/data_structures/binary_tree/binary_search_tree_recursive.py) * [Fenwick Tree](https://github.com/TheAlgorithms/Python/blob/master/data_structures/binary_tree/fenwick_tree.py) * [Lazy Segment Tree](https://github.com/TheAlgorithms/Python/blob/master/data_structures/binary_tree/lazy_segment_tree.py) * [Lowest Common Ancestor](https://github.com/TheAlgorithms/Python/blob/master/data_structures/binary_tree/lowest_common_ancestor.py) * [Non Recursive Segment Tree](https://github.com/TheAlgorithms/Python/blob/master/data_structures/binary_tree/non_recursive_segment_tree.py) * [Number Of Possible Binary Trees](https://github.com/TheAlgorithms/Python/blob/master/data_structures/binary_tree/number_of_possible_binary_trees.py) * [Red Black Tree](https://github.com/TheAlgorithms/Python/blob/master/data_structures/binary_tree/red_black_tree.py) * [Segment Tree](https://github.com/TheAlgorithms/Python/blob/master/data_structures/binary_tree/segment_tree.py) * [Segment Tree Other](https://github.com/TheAlgorithms/Python/blob/master/data_structures/binary_tree/segment_tree_other.py) * [Treap](https://github.com/TheAlgorithms/Python/blob/master/data_structures/binary_tree/treap.py) * Disjoint Set * [Alternate Disjoint Set](https://github.com/TheAlgorithms/Python/blob/master/data_structures/disjoint_set/alternate_disjoint_set.py) * [Disjoint Set](https://github.com/TheAlgorithms/Python/blob/master/data_structures/disjoint_set/disjoint_set.py) * Hashing * [Double Hash](https://github.com/TheAlgorithms/Python/blob/master/data_structures/hashing/double_hash.py) * [Hash Table](https://github.com/TheAlgorithms/Python/blob/master/data_structures/hashing/hash_table.py) * [Hash Table With Linked List](https://github.com/TheAlgorithms/Python/blob/master/data_structures/hashing/hash_table_with_linked_list.py) * Number Theory * [Prime Numbers](https://github.com/TheAlgorithms/Python/blob/master/data_structures/hashing/number_theory/prime_numbers.py) * [Quadratic Probing](https://github.com/TheAlgorithms/Python/blob/master/data_structures/hashing/quadratic_probing.py) * Heap * [Binomial Heap](https://github.com/TheAlgorithms/Python/blob/master/data_structures/heap/binomial_heap.py) * [Heap](https://github.com/TheAlgorithms/Python/blob/master/data_structures/heap/heap.py) * [Heap Generic](https://github.com/TheAlgorithms/Python/blob/master/data_structures/heap/heap_generic.py) * [Max Heap](https://github.com/TheAlgorithms/Python/blob/master/data_structures/heap/max_heap.py) * [Min Heap](https://github.com/TheAlgorithms/Python/blob/master/data_structures/heap/min_heap.py) * Linked List * [Circular Linked List](https://github.com/TheAlgorithms/Python/blob/master/data_structures/linked_list/circular_linked_list.py) * [Deque Doubly](https://github.com/TheAlgorithms/Python/blob/master/data_structures/linked_list/deque_doubly.py) * [Doubly Linked List](https://github.com/TheAlgorithms/Python/blob/master/data_structures/linked_list/doubly_linked_list.py) * [From Sequence](https://github.com/TheAlgorithms/Python/blob/master/data_structures/linked_list/from_sequence.py) * [Has Loop](https://github.com/TheAlgorithms/Python/blob/master/data_structures/linked_list/has_loop.py) * [Is Palindrome](https://github.com/TheAlgorithms/Python/blob/master/data_structures/linked_list/is_palindrome.py) * [Middle Element Of Linked List](https://github.com/TheAlgorithms/Python/blob/master/data_structures/linked_list/middle_element_of_linked_list.py) * [Print Reverse](https://github.com/TheAlgorithms/Python/blob/master/data_structures/linked_list/print_reverse.py) * [Singly Linked List](https://github.com/TheAlgorithms/Python/blob/master/data_structures/linked_list/singly_linked_list.py) * [Skip List](https://github.com/TheAlgorithms/Python/blob/master/data_structures/linked_list/skip_list.py) * [Swap Nodes](https://github.com/TheAlgorithms/Python/blob/master/data_structures/linked_list/swap_nodes.py) * Queue * [Circular Queue](https://github.com/TheAlgorithms/Python/blob/master/data_structures/queue/circular_queue.py) * [Double Ended Queue](https://github.com/TheAlgorithms/Python/blob/master/data_structures/queue/double_ended_queue.py) * [Linked Queue](https://github.com/TheAlgorithms/Python/blob/master/data_structures/queue/linked_queue.py) * [Priority Queue Using List](https://github.com/TheAlgorithms/Python/blob/master/data_structures/queue/priority_queue_using_list.py) * [Queue On List](https://github.com/TheAlgorithms/Python/blob/master/data_structures/queue/queue_on_list.py) * [Queue On Pseudo Stack](https://github.com/TheAlgorithms/Python/blob/master/data_structures/queue/queue_on_pseudo_stack.py) * Stacks * [Balanced Parentheses](https://github.com/TheAlgorithms/Python/blob/master/data_structures/stacks/balanced_parentheses.py) * [Dijkstras Two Stack Algorithm](https://github.com/TheAlgorithms/Python/blob/master/data_structures/stacks/dijkstras_two_stack_algorithm.py) * [Infix To Postfix Conversion](https://github.com/TheAlgorithms/Python/blob/master/data_structures/stacks/infix_to_postfix_conversion.py) * [Infix To Prefix Conversion](https://github.com/TheAlgorithms/Python/blob/master/data_structures/stacks/infix_to_prefix_conversion.py) * [Linked Stack](https://github.com/TheAlgorithms/Python/blob/master/data_structures/stacks/linked_stack.py) * [Next Greater Element](https://github.com/TheAlgorithms/Python/blob/master/data_structures/stacks/next_greater_element.py) * [Postfix Evaluation](https://github.com/TheAlgorithms/Python/blob/master/data_structures/stacks/postfix_evaluation.py) * [Prefix Evaluation](https://github.com/TheAlgorithms/Python/blob/master/data_structures/stacks/prefix_evaluation.py) * [Stack](https://github.com/TheAlgorithms/Python/blob/master/data_structures/stacks/stack.py) * [Stack Using Dll](https://github.com/TheAlgorithms/Python/blob/master/data_structures/stacks/stack_using_dll.py) * [Stock Span Problem](https://github.com/TheAlgorithms/Python/blob/master/data_structures/stacks/stock_span_problem.py) * Trie * [Trie](https://github.com/TheAlgorithms/Python/blob/master/data_structures/trie/trie.py) ## Digital Image Processing * [Change Brightness](https://github.com/TheAlgorithms/Python/blob/master/digital_image_processing/change_brightness.py) * [Change Contrast](https://github.com/TheAlgorithms/Python/blob/master/digital_image_processing/change_contrast.py) * [Convert To Negative](https://github.com/TheAlgorithms/Python/blob/master/digital_image_processing/convert_to_negative.py) * Dithering * [Burkes](https://github.com/TheAlgorithms/Python/blob/master/digital_image_processing/dithering/burkes.py) * Edge Detection * [Canny](https://github.com/TheAlgorithms/Python/blob/master/digital_image_processing/edge_detection/canny.py) * Filters * [Bilateral Filter](https://github.com/TheAlgorithms/Python/blob/master/digital_image_processing/filters/bilateral_filter.py) * [Convolve](https://github.com/TheAlgorithms/Python/blob/master/digital_image_processing/filters/convolve.py) * [Gaussian Filter](https://github.com/TheAlgorithms/Python/blob/master/digital_image_processing/filters/gaussian_filter.py) * [Median Filter](https://github.com/TheAlgorithms/Python/blob/master/digital_image_processing/filters/median_filter.py) * [Sobel Filter](https://github.com/TheAlgorithms/Python/blob/master/digital_image_processing/filters/sobel_filter.py) * Histogram Equalization * [Histogram Stretch](https://github.com/TheAlgorithms/Python/blob/master/digital_image_processing/histogram_equalization/histogram_stretch.py) * [Index Calculation](https://github.com/TheAlgorithms/Python/blob/master/digital_image_processing/index_calculation.py) * Resize * [Resize](https://github.com/TheAlgorithms/Python/blob/master/digital_image_processing/resize/resize.py) * Rotation * [Rotation](https://github.com/TheAlgorithms/Python/blob/master/digital_image_processing/rotation/rotation.py) * [Sepia](https://github.com/TheAlgorithms/Python/blob/master/digital_image_processing/sepia.py) * [Test Digital Image Processing](https://github.com/TheAlgorithms/Python/blob/master/digital_image_processing/test_digital_image_processing.py) ## Divide And Conquer * [Closest Pair Of Points](https://github.com/TheAlgorithms/Python/blob/master/divide_and_conquer/closest_pair_of_points.py) * [Convex Hull](https://github.com/TheAlgorithms/Python/blob/master/divide_and_conquer/convex_hull.py) * [Heaps Algorithm](https://github.com/TheAlgorithms/Python/blob/master/divide_and_conquer/heaps_algorithm.py) * [Heaps Algorithm Iterative](https://github.com/TheAlgorithms/Python/blob/master/divide_and_conquer/heaps_algorithm_iterative.py) * [Inversions](https://github.com/TheAlgorithms/Python/blob/master/divide_and_conquer/inversions.py) * [Max Subarray Sum](https://github.com/TheAlgorithms/Python/blob/master/divide_and_conquer/max_subarray_sum.py) * [Mergesort](https://github.com/TheAlgorithms/Python/blob/master/divide_and_conquer/mergesort.py) * [Power](https://github.com/TheAlgorithms/Python/blob/master/divide_and_conquer/power.py) * [Strassen Matrix Multiplication](https://github.com/TheAlgorithms/Python/blob/master/divide_and_conquer/strassen_matrix_multiplication.py) ## Dynamic Programming * [Abbreviation](https://github.com/TheAlgorithms/Python/blob/master/dynamic_programming/abbreviation.py) * [Bitmask](https://github.com/TheAlgorithms/Python/blob/master/dynamic_programming/bitmask.py) * [Climbing Stairs](https://github.com/TheAlgorithms/Python/blob/master/dynamic_programming/climbing_stairs.py) * [Coin Change](https://github.com/TheAlgorithms/Python/blob/master/dynamic_programming/coin_change.py) * [Edit Distance](https://github.com/TheAlgorithms/Python/blob/master/dynamic_programming/edit_distance.py) * [Factorial](https://github.com/TheAlgorithms/Python/blob/master/dynamic_programming/factorial.py) * [Fast Fibonacci](https://github.com/TheAlgorithms/Python/blob/master/dynamic_programming/fast_fibonacci.py) * [Fibonacci](https://github.com/TheAlgorithms/Python/blob/master/dynamic_programming/fibonacci.py) * [Floyd Warshall](https://github.com/TheAlgorithms/Python/blob/master/dynamic_programming/floyd_warshall.py) * [Fractional Knapsack](https://github.com/TheAlgorithms/Python/blob/master/dynamic_programming/fractional_knapsack.py) * [Fractional Knapsack 2](https://github.com/TheAlgorithms/Python/blob/master/dynamic_programming/fractional_knapsack_2.py) * [Integer Partition](https://github.com/TheAlgorithms/Python/blob/master/dynamic_programming/integer_partition.py) * [Iterating Through Submasks](https://github.com/TheAlgorithms/Python/blob/master/dynamic_programming/iterating_through_submasks.py) * [Knapsack](https://github.com/TheAlgorithms/Python/blob/master/dynamic_programming/knapsack.py) * [Longest Common Subsequence](https://github.com/TheAlgorithms/Python/blob/master/dynamic_programming/longest_common_subsequence.py) * [Longest Increasing Subsequence](https://github.com/TheAlgorithms/Python/blob/master/dynamic_programming/longest_increasing_subsequence.py) * [Longest Increasing Subsequence O(Nlogn)](https://github.com/TheAlgorithms/Python/blob/master/dynamic_programming/longest_increasing_subsequence_o(nlogn).py) * [Longest Sub Array](https://github.com/TheAlgorithms/Python/blob/master/dynamic_programming/longest_sub_array.py) * [Matrix Chain Order](https://github.com/TheAlgorithms/Python/blob/master/dynamic_programming/matrix_chain_order.py) * [Max Non Adjacent Sum](https://github.com/TheAlgorithms/Python/blob/master/dynamic_programming/max_non_adjacent_sum.py) * [Max Sub Array](https://github.com/TheAlgorithms/Python/blob/master/dynamic_programming/max_sub_array.py) * [Max Sum Contiguous Subsequence](https://github.com/TheAlgorithms/Python/blob/master/dynamic_programming/max_sum_contiguous_subsequence.py) * [Minimum Cost Path](https://github.com/TheAlgorithms/Python/blob/master/dynamic_programming/minimum_cost_path.py) * [Minimum Partition](https://github.com/TheAlgorithms/Python/blob/master/dynamic_programming/minimum_partition.py) * [Optimal Binary Search Tree](https://github.com/TheAlgorithms/Python/blob/master/dynamic_programming/optimal_binary_search_tree.py) * [Rod Cutting](https://github.com/TheAlgorithms/Python/blob/master/dynamic_programming/rod_cutting.py) * [Subset Generation](https://github.com/TheAlgorithms/Python/blob/master/dynamic_programming/subset_generation.py) * [Sum Of Subset](https://github.com/TheAlgorithms/Python/blob/master/dynamic_programming/sum_of_subset.py) ## File Transfer * [Receive File](https://github.com/TheAlgorithms/Python/blob/master/file_transfer/receive_file.py) * [Send File](https://github.com/TheAlgorithms/Python/blob/master/file_transfer/send_file.py) * Tests * [Test Send File](https://github.com/TheAlgorithms/Python/blob/master/file_transfer/tests/test_send_file.py) ## Fuzzy Logic * [Fuzzy Operations](https://github.com/TheAlgorithms/Python/blob/master/fuzzy_logic/fuzzy_operations.py) ## Genetic Algorithm * [Basic String](https://github.com/TheAlgorithms/Python/blob/master/genetic_algorithm/basic_string.py) ## Geodesy * [Haversine Distance](https://github.com/TheAlgorithms/Python/blob/master/geodesy/haversine_distance.py) * [Lamberts Ellipsoidal Distance](https://github.com/TheAlgorithms/Python/blob/master/geodesy/lamberts_ellipsoidal_distance.py) ## Graphics * [Bezier Curve](https://github.com/TheAlgorithms/Python/blob/master/graphics/bezier_curve.py) * [Vector3 For 2D Rendering](https://github.com/TheAlgorithms/Python/blob/master/graphics/vector3_for_2d_rendering.py) ## Graphs * [A Star](https://github.com/TheAlgorithms/Python/blob/master/graphs/a_star.py) * [Articulation Points](https://github.com/TheAlgorithms/Python/blob/master/graphs/articulation_points.py) * [Basic Graphs](https://github.com/TheAlgorithms/Python/blob/master/graphs/basic_graphs.py) * [Bellman Ford](https://github.com/TheAlgorithms/Python/blob/master/graphs/bellman_ford.py) * [Bfs Shortest Path](https://github.com/TheAlgorithms/Python/blob/master/graphs/bfs_shortest_path.py) * [Bidirectional A Star](https://github.com/TheAlgorithms/Python/blob/master/graphs/bidirectional_a_star.py) * [Bidirectional Breadth First Search](https://github.com/TheAlgorithms/Python/blob/master/graphs/bidirectional_breadth_first_search.py) * [Breadth First Search](https://github.com/TheAlgorithms/Python/blob/master/graphs/breadth_first_search.py) * [Breadth First Search 2](https://github.com/TheAlgorithms/Python/blob/master/graphs/breadth_first_search_2.py) * [Breadth First Search Shortest Path](https://github.com/TheAlgorithms/Python/blob/master/graphs/breadth_first_search_shortest_path.py) * [Check Bipartite Graph Bfs](https://github.com/TheAlgorithms/Python/blob/master/graphs/check_bipartite_graph_bfs.py) * [Check Bipartite Graph Dfs](https://github.com/TheAlgorithms/Python/blob/master/graphs/check_bipartite_graph_dfs.py) * [Connected Components](https://github.com/TheAlgorithms/Python/blob/master/graphs/connected_components.py) * [Depth First Search](https://github.com/TheAlgorithms/Python/blob/master/graphs/depth_first_search.py) * [Depth First Search 2](https://github.com/TheAlgorithms/Python/blob/master/graphs/depth_first_search_2.py) * [Dijkstra](https://github.com/TheAlgorithms/Python/blob/master/graphs/dijkstra.py) * [Dijkstra 2](https://github.com/TheAlgorithms/Python/blob/master/graphs/dijkstra_2.py) * [Dijkstra Algorithm](https://github.com/TheAlgorithms/Python/blob/master/graphs/dijkstra_algorithm.py) * [Dinic](https://github.com/TheAlgorithms/Python/blob/master/graphs/dinic.py) * [Directed And Undirected (Weighted) Graph](https://github.com/TheAlgorithms/Python/blob/master/graphs/directed_and_undirected_(weighted)_graph.py) * [Edmonds Karp Multiple Source And Sink](https://github.com/TheAlgorithms/Python/blob/master/graphs/edmonds_karp_multiple_source_and_sink.py) * [Eulerian Path And Circuit For Undirected Graph](https://github.com/TheAlgorithms/Python/blob/master/graphs/eulerian_path_and_circuit_for_undirected_graph.py) * [Even Tree](https://github.com/TheAlgorithms/Python/blob/master/graphs/even_tree.py) * [Finding Bridges](https://github.com/TheAlgorithms/Python/blob/master/graphs/finding_bridges.py) * [Frequent Pattern Graph Miner](https://github.com/TheAlgorithms/Python/blob/master/graphs/frequent_pattern_graph_miner.py) * [G Topological Sort](https://github.com/TheAlgorithms/Python/blob/master/graphs/g_topological_sort.py) * [Gale Shapley Bigraph](https://github.com/TheAlgorithms/Python/blob/master/graphs/gale_shapley_bigraph.py) * [Graph List](https://github.com/TheAlgorithms/Python/blob/master/graphs/graph_list.py) * [Graph Matrix](https://github.com/TheAlgorithms/Python/blob/master/graphs/graph_matrix.py) * [Graphs Floyd Warshall](https://github.com/TheAlgorithms/Python/blob/master/graphs/graphs_floyd_warshall.py) * [Greedy Best First](https://github.com/TheAlgorithms/Python/blob/master/graphs/greedy_best_first.py) * [Kahns Algorithm Long](https://github.com/TheAlgorithms/Python/blob/master/graphs/kahns_algorithm_long.py) * [Kahns Algorithm Topo](https://github.com/TheAlgorithms/Python/blob/master/graphs/kahns_algorithm_topo.py) * [Karger](https://github.com/TheAlgorithms/Python/blob/master/graphs/karger.py) * [Minimum Spanning Tree Boruvka](https://github.com/TheAlgorithms/Python/blob/master/graphs/minimum_spanning_tree_boruvka.py) * [Minimum Spanning Tree Kruskal](https://github.com/TheAlgorithms/Python/blob/master/graphs/minimum_spanning_tree_kruskal.py) * [Minimum Spanning Tree Kruskal2](https://github.com/TheAlgorithms/Python/blob/master/graphs/minimum_spanning_tree_kruskal2.py) * [Minimum Spanning Tree Prims](https://github.com/TheAlgorithms/Python/blob/master/graphs/minimum_spanning_tree_prims.py) * [Multi Heuristic Astar](https://github.com/TheAlgorithms/Python/blob/master/graphs/multi_heuristic_astar.py) * [Page Rank](https://github.com/TheAlgorithms/Python/blob/master/graphs/page_rank.py) * [Prim](https://github.com/TheAlgorithms/Python/blob/master/graphs/prim.py) * [Scc Kosaraju](https://github.com/TheAlgorithms/Python/blob/master/graphs/scc_kosaraju.py) * [Strongly Connected Components](https://github.com/TheAlgorithms/Python/blob/master/graphs/strongly_connected_components.py) * [Tarjans Scc](https://github.com/TheAlgorithms/Python/blob/master/graphs/tarjans_scc.py) * Tests * [Test Min Spanning Tree Kruskal](https://github.com/TheAlgorithms/Python/blob/master/graphs/tests/test_min_spanning_tree_kruskal.py) ## Greedy Method * [Greedy Knapsack](https://github.com/TheAlgorithms/Python/blob/master/greedy_method/greedy_knapsack.py) * [Test Knapsack](https://github.com/TheAlgorithms/Python/blob/master/greedy_method/test_knapsack.py) ## Hashes * [Adler32](https://github.com/TheAlgorithms/Python/blob/master/hashes/adler32.py) * [Chaos Machine](https://github.com/TheAlgorithms/Python/blob/master/hashes/chaos_machine.py) * [Djb2](https://github.com/TheAlgorithms/Python/blob/master/hashes/djb2.py) * [Enigma Machine](https://github.com/TheAlgorithms/Python/blob/master/hashes/enigma_machine.py) * [Hamming Code](https://github.com/TheAlgorithms/Python/blob/master/hashes/hamming_code.py) * [Md5](https://github.com/TheAlgorithms/Python/blob/master/hashes/md5.py) * [Sdbm](https://github.com/TheAlgorithms/Python/blob/master/hashes/sdbm.py) * [Sha1](https://github.com/TheAlgorithms/Python/blob/master/hashes/sha1.py) ## Linear Algebra * Src * [Lib](https://github.com/TheAlgorithms/Python/blob/master/linear_algebra/src/lib.py) * [Polynom For Points](https://github.com/TheAlgorithms/Python/blob/master/linear_algebra/src/polynom_for_points.py) * [Power Iteration](https://github.com/TheAlgorithms/Python/blob/master/linear_algebra/src/power_iteration.py) * [Rayleigh Quotient](https://github.com/TheAlgorithms/Python/blob/master/linear_algebra/src/rayleigh_quotient.py) * [Test Linear Algebra](https://github.com/TheAlgorithms/Python/blob/master/linear_algebra/src/test_linear_algebra.py) * [Transformations 2D](https://github.com/TheAlgorithms/Python/blob/master/linear_algebra/src/transformations_2d.py) ## Machine Learning * [Astar](https://github.com/TheAlgorithms/Python/blob/master/machine_learning/astar.py) * [Data Transformations](https://github.com/TheAlgorithms/Python/blob/master/machine_learning/data_transformations.py) * [Decision Tree](https://github.com/TheAlgorithms/Python/blob/master/machine_learning/decision_tree.py) * [Gaussian Naive Bayes](https://github.com/TheAlgorithms/Python/blob/master/machine_learning/gaussian_naive_bayes.py) * [Gradient Boosting Regressor](https://github.com/TheAlgorithms/Python/blob/master/machine_learning/gradient_boosting_regressor.py) * [Gradient Descent](https://github.com/TheAlgorithms/Python/blob/master/machine_learning/gradient_descent.py) * [K Means Clust](https://github.com/TheAlgorithms/Python/blob/master/machine_learning/k_means_clust.py) * [K Nearest Neighbours](https://github.com/TheAlgorithms/Python/blob/master/machine_learning/k_nearest_neighbours.py) * [Knn Sklearn](https://github.com/TheAlgorithms/Python/blob/master/machine_learning/knn_sklearn.py) * [Linear Discriminant Analysis](https://github.com/TheAlgorithms/Python/blob/master/machine_learning/linear_discriminant_analysis.py) * [Linear Regression](https://github.com/TheAlgorithms/Python/blob/master/machine_learning/linear_regression.py) * [Logistic Regression](https://github.com/TheAlgorithms/Python/blob/master/machine_learning/logistic_regression.py) * Lstm * [Lstm Prediction](https://github.com/TheAlgorithms/Python/blob/master/machine_learning/lstm/lstm_prediction.py) * [Multilayer Perceptron Classifier](https://github.com/TheAlgorithms/Python/blob/master/machine_learning/multilayer_perceptron_classifier.py) * [Polymonial Regression](https://github.com/TheAlgorithms/Python/blob/master/machine_learning/polymonial_regression.py) * [Random Forest Classifier](https://github.com/TheAlgorithms/Python/blob/master/machine_learning/random_forest_classifier.py) * [Random Forest Regressor](https://github.com/TheAlgorithms/Python/blob/master/machine_learning/random_forest_regressor.py) * [Scoring Functions](https://github.com/TheAlgorithms/Python/blob/master/machine_learning/scoring_functions.py) * [Sequential Minimum Optimization](https://github.com/TheAlgorithms/Python/blob/master/machine_learning/sequential_minimum_optimization.py) * [Support Vector Machines](https://github.com/TheAlgorithms/Python/blob/master/machine_learning/support_vector_machines.py) * [Word Frequency Functions](https://github.com/TheAlgorithms/Python/blob/master/machine_learning/word_frequency_functions.py) ## Maths * [3N Plus 1](https://github.com/TheAlgorithms/Python/blob/master/maths/3n_plus_1.py) * [Abs](https://github.com/TheAlgorithms/Python/blob/master/maths/abs.py) * [Abs Max](https://github.com/TheAlgorithms/Python/blob/master/maths/abs_max.py) * [Abs Min](https://github.com/TheAlgorithms/Python/blob/master/maths/abs_min.py) * [Add](https://github.com/TheAlgorithms/Python/blob/master/maths/add.py) * [Aliquot Sum](https://github.com/TheAlgorithms/Python/blob/master/maths/aliquot_sum.py) * [Allocation Number](https://github.com/TheAlgorithms/Python/blob/master/maths/allocation_number.py) * [Area](https://github.com/TheAlgorithms/Python/blob/master/maths/area.py) * [Area Under Curve](https://github.com/TheAlgorithms/Python/blob/master/maths/area_under_curve.py) * [Armstrong Numbers](https://github.com/TheAlgorithms/Python/blob/master/maths/armstrong_numbers.py) * [Average Mean](https://github.com/TheAlgorithms/Python/blob/master/maths/average_mean.py) * [Average Median](https://github.com/TheAlgorithms/Python/blob/master/maths/average_median.py) * [Average Mode](https://github.com/TheAlgorithms/Python/blob/master/maths/average_mode.py) * [Bailey Borwein Plouffe](https://github.com/TheAlgorithms/Python/blob/master/maths/bailey_borwein_plouffe.py) * [Basic Maths](https://github.com/TheAlgorithms/Python/blob/master/maths/basic_maths.py) * [Binary Exp Mod](https://github.com/TheAlgorithms/Python/blob/master/maths/binary_exp_mod.py) * [Binary Exponentiation](https://github.com/TheAlgorithms/Python/blob/master/maths/binary_exponentiation.py) * [Binomial Coefficient](https://github.com/TheAlgorithms/Python/blob/master/maths/binomial_coefficient.py) * [Binomial Distribution](https://github.com/TheAlgorithms/Python/blob/master/maths/binomial_distribution.py) * [Bisection](https://github.com/TheAlgorithms/Python/blob/master/maths/bisection.py) * [Ceil](https://github.com/TheAlgorithms/Python/blob/master/maths/ceil.py) * [Chudnovsky Algorithm](https://github.com/TheAlgorithms/Python/blob/master/maths/chudnovsky_algorithm.py) * [Collatz Sequence](https://github.com/TheAlgorithms/Python/blob/master/maths/collatz_sequence.py) * [Combinations](https://github.com/TheAlgorithms/Python/blob/master/maths/combinations.py) * [Entropy](https://github.com/TheAlgorithms/Python/blob/master/maths/entropy.py) * [Eulers Totient](https://github.com/TheAlgorithms/Python/blob/master/maths/eulers_totient.py) * [Explicit Euler](https://github.com/TheAlgorithms/Python/blob/master/maths/explicit_euler.py) * [Extended Euclidean Algorithm](https://github.com/TheAlgorithms/Python/blob/master/maths/extended_euclidean_algorithm.py) * [Factorial Iterative](https://github.com/TheAlgorithms/Python/blob/master/maths/factorial_iterative.py) * [Factorial Python](https://github.com/TheAlgorithms/Python/blob/master/maths/factorial_python.py) * [Factorial Recursive](https://github.com/TheAlgorithms/Python/blob/master/maths/factorial_recursive.py) * [Factors](https://github.com/TheAlgorithms/Python/blob/master/maths/factors.py) * [Fermat Little Theorem](https://github.com/TheAlgorithms/Python/blob/master/maths/fermat_little_theorem.py) * [Fibonacci](https://github.com/TheAlgorithms/Python/blob/master/maths/fibonacci.py) * [Fibonacci Sequence Recursion](https://github.com/TheAlgorithms/Python/blob/master/maths/fibonacci_sequence_recursion.py) * [Find Max](https://github.com/TheAlgorithms/Python/blob/master/maths/find_max.py) * [Find Max Recursion](https://github.com/TheAlgorithms/Python/blob/master/maths/find_max_recursion.py) * [Find Min](https://github.com/TheAlgorithms/Python/blob/master/maths/find_min.py) * [Find Min Recursion](https://github.com/TheAlgorithms/Python/blob/master/maths/find_min_recursion.py) * [Floor](https://github.com/TheAlgorithms/Python/blob/master/maths/floor.py) * [Gamma](https://github.com/TheAlgorithms/Python/blob/master/maths/gamma.py) * [Gaussian](https://github.com/TheAlgorithms/Python/blob/master/maths/gaussian.py) * [Greatest Common Divisor](https://github.com/TheAlgorithms/Python/blob/master/maths/greatest_common_divisor.py) * [Hardy Ramanujanalgo](https://github.com/TheAlgorithms/Python/blob/master/maths/hardy_ramanujanalgo.py) * [Is Square Free](https://github.com/TheAlgorithms/Python/blob/master/maths/is_square_free.py) * [Jaccard Similarity](https://github.com/TheAlgorithms/Python/blob/master/maths/jaccard_similarity.py) * [Kadanes](https://github.com/TheAlgorithms/Python/blob/master/maths/kadanes.py) * [Karatsuba](https://github.com/TheAlgorithms/Python/blob/master/maths/karatsuba.py) * [Krishnamurthy Number](https://github.com/TheAlgorithms/Python/blob/master/maths/krishnamurthy_number.py) * [Kth Lexicographic Permutation](https://github.com/TheAlgorithms/Python/blob/master/maths/kth_lexicographic_permutation.py) * [Largest Of Very Large Numbers](https://github.com/TheAlgorithms/Python/blob/master/maths/largest_of_very_large_numbers.py) * [Least Common Multiple](https://github.com/TheAlgorithms/Python/blob/master/maths/least_common_multiple.py) * [Line Length](https://github.com/TheAlgorithms/Python/blob/master/maths/line_length.py) * [Lucas Lehmer Primality Test](https://github.com/TheAlgorithms/Python/blob/master/maths/lucas_lehmer_primality_test.py) * [Lucas Series](https://github.com/TheAlgorithms/Python/blob/master/maths/lucas_series.py) * [Matrix Exponentiation](https://github.com/TheAlgorithms/Python/blob/master/maths/matrix_exponentiation.py) * [Miller Rabin](https://github.com/TheAlgorithms/Python/blob/master/maths/miller_rabin.py) * [Mobius Function](https://github.com/TheAlgorithms/Python/blob/master/maths/mobius_function.py) * [Modular Exponential](https://github.com/TheAlgorithms/Python/blob/master/maths/modular_exponential.py) * [Monte Carlo](https://github.com/TheAlgorithms/Python/blob/master/maths/monte_carlo.py) * [Monte Carlo Dice](https://github.com/TheAlgorithms/Python/blob/master/maths/monte_carlo_dice.py) * [Newton Raphson](https://github.com/TheAlgorithms/Python/blob/master/maths/newton_raphson.py) * [Number Of Digits](https://github.com/TheAlgorithms/Python/blob/master/maths/number_of_digits.py) * [Numerical Integration](https://github.com/TheAlgorithms/Python/blob/master/maths/numerical_integration.py) * [Perfect Cube](https://github.com/TheAlgorithms/Python/blob/master/maths/perfect_cube.py) * [Perfect Number](https://github.com/TheAlgorithms/Python/blob/master/maths/perfect_number.py) * [Perfect Square](https://github.com/TheAlgorithms/Python/blob/master/maths/perfect_square.py) * [Pi Monte Carlo Estimation](https://github.com/TheAlgorithms/Python/blob/master/maths/pi_monte_carlo_estimation.py) * [Polynomial Evaluation](https://github.com/TheAlgorithms/Python/blob/master/maths/polynomial_evaluation.py) * [Power Using Recursion](https://github.com/TheAlgorithms/Python/blob/master/maths/power_using_recursion.py) * [Prime Check](https://github.com/TheAlgorithms/Python/blob/master/maths/prime_check.py) * [Prime Factors](https://github.com/TheAlgorithms/Python/blob/master/maths/prime_factors.py) * [Prime Numbers](https://github.com/TheAlgorithms/Python/blob/master/maths/prime_numbers.py) * [Prime Sieve Eratosthenes](https://github.com/TheAlgorithms/Python/blob/master/maths/prime_sieve_eratosthenes.py) * [Pythagoras](https://github.com/TheAlgorithms/Python/blob/master/maths/pythagoras.py) * [Qr Decomposition](https://github.com/TheAlgorithms/Python/blob/master/maths/qr_decomposition.py) * [Quadratic Equations Complex Numbers](https://github.com/TheAlgorithms/Python/blob/master/maths/quadratic_equations_complex_numbers.py) * [Radians](https://github.com/TheAlgorithms/Python/blob/master/maths/radians.py) * [Radix2 Fft](https://github.com/TheAlgorithms/Python/blob/master/maths/radix2_fft.py) * [Relu](https://github.com/TheAlgorithms/Python/blob/master/maths/relu.py) * [Runge Kutta](https://github.com/TheAlgorithms/Python/blob/master/maths/runge_kutta.py) * [Segmented Sieve](https://github.com/TheAlgorithms/Python/blob/master/maths/segmented_sieve.py) * Series * [Geometric Series](https://github.com/TheAlgorithms/Python/blob/master/maths/series/geometric_series.py) * [Harmonic Series](https://github.com/TheAlgorithms/Python/blob/master/maths/series/harmonic_series.py) * [P Series](https://github.com/TheAlgorithms/Python/blob/master/maths/series/p_series.py) * [Sieve Of Eratosthenes](https://github.com/TheAlgorithms/Python/blob/master/maths/sieve_of_eratosthenes.py) * [Simpson Rule](https://github.com/TheAlgorithms/Python/blob/master/maths/simpson_rule.py) * [Softmax](https://github.com/TheAlgorithms/Python/blob/master/maths/softmax.py) * [Square Root](https://github.com/TheAlgorithms/Python/blob/master/maths/square_root.py) * [Sum Of Arithmetic Series](https://github.com/TheAlgorithms/Python/blob/master/maths/sum_of_arithmetic_series.py) * [Sum Of Digits](https://github.com/TheAlgorithms/Python/blob/master/maths/sum_of_digits.py) * [Sum Of Geometric Progression](https://github.com/TheAlgorithms/Python/blob/master/maths/sum_of_geometric_progression.py) * [Test Prime Check](https://github.com/TheAlgorithms/Python/blob/master/maths/test_prime_check.py) * [Trapezoidal Rule](https://github.com/TheAlgorithms/Python/blob/master/maths/trapezoidal_rule.py) * [Ugly Numbers](https://github.com/TheAlgorithms/Python/blob/master/maths/ugly_numbers.py) * [Volume](https://github.com/TheAlgorithms/Python/blob/master/maths/volume.py) * [Zellers Congruence](https://github.com/TheAlgorithms/Python/blob/master/maths/zellers_congruence.py) ## Matrix * [Count Islands In Matrix](https://github.com/TheAlgorithms/Python/blob/master/matrix/count_islands_in_matrix.py) * [Inverse Of Matrix](https://github.com/TheAlgorithms/Python/blob/master/matrix/inverse_of_matrix.py) * [Matrix Class](https://github.com/TheAlgorithms/Python/blob/master/matrix/matrix_class.py) * [Matrix Operation](https://github.com/TheAlgorithms/Python/blob/master/matrix/matrix_operation.py) * [Nth Fibonacci Using Matrix Exponentiation](https://github.com/TheAlgorithms/Python/blob/master/matrix/nth_fibonacci_using_matrix_exponentiation.py) * [Rotate Matrix](https://github.com/TheAlgorithms/Python/blob/master/matrix/rotate_matrix.py) * [Searching In Sorted Matrix](https://github.com/TheAlgorithms/Python/blob/master/matrix/searching_in_sorted_matrix.py) * [Sherman Morrison](https://github.com/TheAlgorithms/Python/blob/master/matrix/sherman_morrison.py) * [Spiral Print](https://github.com/TheAlgorithms/Python/blob/master/matrix/spiral_print.py) * Tests * [Test Matrix Operation](https://github.com/TheAlgorithms/Python/blob/master/matrix/tests/test_matrix_operation.py) ## Networking Flow * [Ford Fulkerson](https://github.com/TheAlgorithms/Python/blob/master/networking_flow/ford_fulkerson.py) * [Minimum Cut](https://github.com/TheAlgorithms/Python/blob/master/networking_flow/minimum_cut.py) ## Neural Network * [Back Propagation Neural Network](https://github.com/TheAlgorithms/Python/blob/master/neural_network/back_propagation_neural_network.py) * [Convolution Neural Network](https://github.com/TheAlgorithms/Python/blob/master/neural_network/convolution_neural_network.py) * [Perceptron](https://github.com/TheAlgorithms/Python/blob/master/neural_network/perceptron.py) ## Other * [Activity Selection](https://github.com/TheAlgorithms/Python/blob/master/other/activity_selection.py) * [Anagrams](https://github.com/TheAlgorithms/Python/blob/master/other/anagrams.py) * [Autocomplete Using Trie](https://github.com/TheAlgorithms/Python/blob/master/other/autocomplete_using_trie.py) * [Binary Exponentiation](https://github.com/TheAlgorithms/Python/blob/master/other/binary_exponentiation.py) * [Binary Exponentiation 2](https://github.com/TheAlgorithms/Python/blob/master/other/binary_exponentiation_2.py) * [Detecting English Programmatically](https://github.com/TheAlgorithms/Python/blob/master/other/detecting_english_programmatically.py) * [Dijkstra Bankers Algorithm](https://github.com/TheAlgorithms/Python/blob/master/other/dijkstra_bankers_algorithm.py) * [Euclidean Gcd](https://github.com/TheAlgorithms/Python/blob/master/other/euclidean_gcd.py) * [Fischer Yates Shuffle](https://github.com/TheAlgorithms/Python/blob/master/other/fischer_yates_shuffle.py) * [Frequency Finder](https://github.com/TheAlgorithms/Python/blob/master/other/frequency_finder.py) * [Game Of Life](https://github.com/TheAlgorithms/Python/blob/master/other/game_of_life.py) * [Gauss Easter](https://github.com/TheAlgorithms/Python/blob/master/other/gauss_easter.py) * [Greedy](https://github.com/TheAlgorithms/Python/blob/master/other/greedy.py) * [Integeration By Simpson Approx](https://github.com/TheAlgorithms/Python/blob/master/other/integeration_by_simpson_approx.py) * [Largest Subarray Sum](https://github.com/TheAlgorithms/Python/blob/master/other/largest_subarray_sum.py) * [Least Recently Used](https://github.com/TheAlgorithms/Python/blob/master/other/least_recently_used.py) * [Lfu Cache](https://github.com/TheAlgorithms/Python/blob/master/other/lfu_cache.py) * [Linear Congruential Generator](https://github.com/TheAlgorithms/Python/blob/master/other/linear_congruential_generator.py) * [Lru Cache](https://github.com/TheAlgorithms/Python/blob/master/other/lru_cache.py) * [Magicdiamondpattern](https://github.com/TheAlgorithms/Python/blob/master/other/magicdiamondpattern.py) * [Markov Chain](https://github.com/TheAlgorithms/Python/blob/master/other/markov_chain.py) * [Nested Brackets](https://github.com/TheAlgorithms/Python/blob/master/other/nested_brackets.py) * [Palindrome](https://github.com/TheAlgorithms/Python/blob/master/other/palindrome.py) * [Password Generator](https://github.com/TheAlgorithms/Python/blob/master/other/password_generator.py) * [Primelib](https://github.com/TheAlgorithms/Python/blob/master/other/primelib.py) * [Scoring Algorithm](https://github.com/TheAlgorithms/Python/blob/master/other/scoring_algorithm.py) * [Sdes](https://github.com/TheAlgorithms/Python/blob/master/other/sdes.py) * [Sierpinski Triangle](https://github.com/TheAlgorithms/Python/blob/master/other/sierpinski_triangle.py) * [Tower Of Hanoi](https://github.com/TheAlgorithms/Python/blob/master/other/tower_of_hanoi.py) * [Triplet Sum](https://github.com/TheAlgorithms/Python/blob/master/other/triplet_sum.py) * [Two Sum](https://github.com/TheAlgorithms/Python/blob/master/other/two_sum.py) * [Word Patterns](https://github.com/TheAlgorithms/Python/blob/master/other/word_patterns.py) ## Project Euler * Problem 01 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_01/sol1.py) * [Sol2](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_01/sol2.py) * [Sol3](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_01/sol3.py) * [Sol4](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_01/sol4.py) * [Sol5](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_01/sol5.py) * [Sol6](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_01/sol6.py) * [Sol7](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_01/sol7.py) * Problem 02 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_02/sol1.py) * [Sol2](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_02/sol2.py) * [Sol3](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_02/sol3.py) * [Sol4](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_02/sol4.py) * [Sol5](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_02/sol5.py) * Problem 03 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_03/sol1.py) * [Sol2](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_03/sol2.py) * [Sol3](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_03/sol3.py) * Problem 04 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_04/sol1.py) * [Sol2](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_04/sol2.py) * Problem 05 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_05/sol1.py) * [Sol2](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_05/sol2.py) * Problem 06 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_06/sol1.py) * [Sol2](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_06/sol2.py) * [Sol3](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_06/sol3.py) * [Sol4](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_06/sol4.py) * [Test Solutions](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_06/test_solutions.py) * Problem 07 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_07/sol1.py) * [Sol2](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_07/sol2.py) * [Sol3](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_07/sol3.py) * Problem 08 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_08/sol1.py) * [Sol2](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_08/sol2.py) * [Sol3](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_08/sol3.py) * Problem 09 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_09/sol1.py) * [Sol2](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_09/sol2.py) * [Sol3](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_09/sol3.py) * Problem 10 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_10/sol1.py) * [Sol2](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_10/sol2.py) * [Sol3](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_10/sol3.py) * Problem 11 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_11/sol1.py) * [Sol2](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_11/sol2.py) * Problem 112 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_112/sol1.py) * Problem 12 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_12/sol1.py) * [Sol2](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_12/sol2.py) * Problem 120 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_120/sol1.py) * Problem 13 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_13/sol1.py) * Problem 14 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_14/sol1.py) * [Sol2](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_14/sol2.py) * Problem 15 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_15/sol1.py) * Problem 16 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_16/sol1.py) * [Sol2](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_16/sol2.py) * Problem 17 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_17/sol1.py) * Problem 18 * [Solution](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_18/solution.py) * Problem 19 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_19/sol1.py) * Problem 20 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_20/sol1.py) * [Sol2](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_20/sol2.py) * [Sol3](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_20/sol3.py) * [Sol4](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_20/sol4.py) * Problem 21 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_21/sol1.py) * Problem 22 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_22/sol1.py) * [Sol2](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_22/sol2.py) * Problem 23 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_23/sol1.py) * Problem 234 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_234/sol1.py) * Problem 24 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_24/sol1.py) * Problem 25 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_25/sol1.py) * [Sol2](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_25/sol2.py) * [Sol3](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_25/sol3.py) * Problem 26 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_26/sol1.py) * Problem 27 * [Problem 27 Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_27/problem_27_sol1.py) * Problem 28 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_28/sol1.py) * Problem 29 * [Solution](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_29/solution.py) * Problem 30 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_30/sol1.py) * Problem 31 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_31/sol1.py) * [Sol2](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_31/sol2.py) * Problem 32 * [Sol32](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_32/sol32.py) * Problem 33 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_33/sol1.py) * Problem 34 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_34/sol1.py) * Problem 35 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_35/sol1.py) * Problem 36 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_36/sol1.py) * Problem 37 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_37/sol1.py) * Problem 39 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_39/sol1.py) * Problem 40 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_40/sol1.py) * Problem 41 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_41/sol1.py) * Problem 42 * [Solution42](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_42/solution42.py) * Problem 43 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_43/sol1.py) * Problem 44 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_44/sol1.py) * Problem 45 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_45/sol1.py) * Problem 46 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_46/sol1.py) * Problem 47 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_47/sol1.py) * Problem 48 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_48/sol1.py) * Problem 49 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_49/sol1.py) * Problem 52 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_52/sol1.py) * Problem 53 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_53/sol1.py) * Problem 54 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_54/sol1.py) * [Test Poker Hand](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_54/test_poker_hand.py) * Problem 55 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_55/sol1.py) * Problem 551 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_551/sol1.py) * Problem 56 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_56/sol1.py) * Problem 63 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_63/sol1.py) * Problem 67 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_67/sol1.py) * Problem 76 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_76/sol1.py) * Problem 97 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_97/sol1.py) * Problem 99 * [Sol1](https://github.com/TheAlgorithms/Python/blob/master/project_euler/problem_99/sol1.py) * [Validate Solutions](https://github.com/TheAlgorithms/Python/blob/master/project_euler/validate_solutions.py) ## Scheduling * [First Come First Served](https://github.com/TheAlgorithms/Python/blob/master/scheduling/first_come_first_served.py) * [Round Robin](https://github.com/TheAlgorithms/Python/blob/master/scheduling/round_robin.py) * [Shortest Job First](https://github.com/TheAlgorithms/Python/blob/master/scheduling/shortest_job_first.py) ## Searches * [Binary Search](https://github.com/TheAlgorithms/Python/blob/master/searches/binary_search.py) * [Double Linear Search](https://github.com/TheAlgorithms/Python/blob/master/searches/double_linear_search.py) * [Double Linear Search Recursion](https://github.com/TheAlgorithms/Python/blob/master/searches/double_linear_search_recursion.py) * [Fibonacci Search](https://github.com/TheAlgorithms/Python/blob/master/searches/fibonacci_search.py) * [Hill Climbing](https://github.com/TheAlgorithms/Python/blob/master/searches/hill_climbing.py) * [Interpolation Search](https://github.com/TheAlgorithms/Python/blob/master/searches/interpolation_search.py) * [Jump Search](https://github.com/TheAlgorithms/Python/blob/master/searches/jump_search.py) * [Linear Search](https://github.com/TheAlgorithms/Python/blob/master/searches/linear_search.py) * [Quick Select](https://github.com/TheAlgorithms/Python/blob/master/searches/quick_select.py) * [Sentinel Linear Search](https://github.com/TheAlgorithms/Python/blob/master/searches/sentinel_linear_search.py) * [Simple Binary Search](https://github.com/TheAlgorithms/Python/blob/master/searches/simple_binary_search.py) * [Simulated Annealing](https://github.com/TheAlgorithms/Python/blob/master/searches/simulated_annealing.py) * [Tabu Search](https://github.com/TheAlgorithms/Python/blob/master/searches/tabu_search.py) * [Ternary Search](https://github.com/TheAlgorithms/Python/blob/master/searches/ternary_search.py) ## Sorts * [Bead Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/bead_sort.py) * [Bitonic Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/bitonic_sort.py) * [Bogo Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/bogo_sort.py) * [Bubble Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/bubble_sort.py) * [Bucket Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/bucket_sort.py) * [Cocktail Shaker Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/cocktail_shaker_sort.py) * [Comb Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/comb_sort.py) * [Counting Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/counting_sort.py) * [Cycle Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/cycle_sort.py) * [Double Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/double_sort.py) * [External Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/external_sort.py) * [Gnome Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/gnome_sort.py) * [Heap Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/heap_sort.py) * [Insertion Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/insertion_sort.py) * [Iterative Merge Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/iterative_merge_sort.py) * [Merge Insertion Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/merge_insertion_sort.py) * [Merge Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/merge_sort.py) * [Odd Even Transposition Parallel](https://github.com/TheAlgorithms/Python/blob/master/sorts/odd_even_transposition_parallel.py) * [Odd Even Transposition Single Threaded](https://github.com/TheAlgorithms/Python/blob/master/sorts/odd_even_transposition_single_threaded.py) * [Pancake Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/pancake_sort.py) * [Pigeon Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/pigeon_sort.py) * [Pigeonhole Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/pigeonhole_sort.py) * [Quick Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/quick_sort.py) * [Quick Sort 3 Partition](https://github.com/TheAlgorithms/Python/blob/master/sorts/quick_sort_3_partition.py) * [Radix Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/radix_sort.py) * [Random Normal Distribution Quicksort](https://github.com/TheAlgorithms/Python/blob/master/sorts/random_normal_distribution_quicksort.py) * [Random Pivot Quick Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/random_pivot_quick_sort.py) * [Recursive Bubble Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/recursive_bubble_sort.py) * [Recursive Insertion Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/recursive_insertion_sort.py) * [Recursive Quick Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/recursive_quick_sort.py) * [Selection Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/selection_sort.py) * [Shell Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/shell_sort.py) * [Stooge Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/stooge_sort.py) * [Strand Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/strand_sort.py) * [Tim Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/tim_sort.py) * [Topological Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/topological_sort.py) * [Tree Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/tree_sort.py) * [Unknown Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/unknown_sort.py) * [Wiggle Sort](https://github.com/TheAlgorithms/Python/blob/master/sorts/wiggle_sort.py) ## Strings * [Aho Corasick](https://github.com/TheAlgorithms/Python/blob/master/strings/aho_corasick.py) * [Boyer Moore Search](https://github.com/TheAlgorithms/Python/blob/master/strings/boyer_moore_search.py) * [Can String Be Rearranged As Palindrome](https://github.com/TheAlgorithms/Python/blob/master/strings/can_string_be_rearranged_as_palindrome.py) * [Capitalize](https://github.com/TheAlgorithms/Python/blob/master/strings/capitalize.py) * [Check Anagrams](https://github.com/TheAlgorithms/Python/blob/master/strings/check_anagrams.py) * [Check Pangram](https://github.com/TheAlgorithms/Python/blob/master/strings/check_pangram.py) * [Is Palindrome](https://github.com/TheAlgorithms/Python/blob/master/strings/is_palindrome.py) * [Jaro Winkler](https://github.com/TheAlgorithms/Python/blob/master/strings/jaro_winkler.py) * [Knuth Morris Pratt](https://github.com/TheAlgorithms/Python/blob/master/strings/knuth_morris_pratt.py) * [Levenshtein Distance](https://github.com/TheAlgorithms/Python/blob/master/strings/levenshtein_distance.py) * [Lower](https://github.com/TheAlgorithms/Python/blob/master/strings/lower.py) * [Manacher](https://github.com/TheAlgorithms/Python/blob/master/strings/manacher.py) * [Min Cost String Conversion](https://github.com/TheAlgorithms/Python/blob/master/strings/min_cost_string_conversion.py) * [Naive String Search](https://github.com/TheAlgorithms/Python/blob/master/strings/naive_string_search.py) * [Prefix Function](https://github.com/TheAlgorithms/Python/blob/master/strings/prefix_function.py) * [Rabin Karp](https://github.com/TheAlgorithms/Python/blob/master/strings/rabin_karp.py) * [Remove Duplicate](https://github.com/TheAlgorithms/Python/blob/master/strings/remove_duplicate.py) * [Reverse Words](https://github.com/TheAlgorithms/Python/blob/master/strings/reverse_words.py) * [Split](https://github.com/TheAlgorithms/Python/blob/master/strings/split.py) * [Upper](https://github.com/TheAlgorithms/Python/blob/master/strings/upper.py) * [Word Occurrence](https://github.com/TheAlgorithms/Python/blob/master/strings/word_occurrence.py) * [Z Function](https://github.com/TheAlgorithms/Python/blob/master/strings/z_function.py) ## Traversals * [Binary Tree Traversals](https://github.com/TheAlgorithms/Python/blob/master/traversals/binary_tree_traversals.py) ## Web Programming * [Covid Stats Via Xpath](https://github.com/TheAlgorithms/Python/blob/master/web_programming/covid_stats_via_xpath.py) * [Crawl Google Results](https://github.com/TheAlgorithms/Python/blob/master/web_programming/crawl_google_results.py) * [Current Stock Price](https://github.com/TheAlgorithms/Python/blob/master/web_programming/current_stock_price.py) * [Current Weather](https://github.com/TheAlgorithms/Python/blob/master/web_programming/current_weather.py) * [Daily Horoscope](https://github.com/TheAlgorithms/Python/blob/master/web_programming/daily_horoscope.py) * [Emails From Url](https://github.com/TheAlgorithms/Python/blob/master/web_programming/emails_from_url.py) * [Fetch Bbc News](https://github.com/TheAlgorithms/Python/blob/master/web_programming/fetch_bbc_news.py) * [Fetch Github Info](https://github.com/TheAlgorithms/Python/blob/master/web_programming/fetch_github_info.py) * [Fetch Jobs](https://github.com/TheAlgorithms/Python/blob/master/web_programming/fetch_jobs.py) * [Get Imdb Top 250 Movies Csv](https://github.com/TheAlgorithms/Python/blob/master/web_programming/get_imdb_top_250_movies_csv.py) * [Get Imdbtop](https://github.com/TheAlgorithms/Python/blob/master/web_programming/get_imdbtop.py) * [Instagram Crawler](https://github.com/TheAlgorithms/Python/blob/master/web_programming/instagram_crawler.py) * [Recaptcha Verification](https://github.com/TheAlgorithms/Python/blob/master/web_programming/recaptcha_verification.py) * [Slack Message](https://github.com/TheAlgorithms/Python/blob/master/web_programming/slack_message.py) * [World Covid19 Stats](https://github.com/TheAlgorithms/Python/blob/master/web_programming/world_covid19_stats.py)