├── .gitignore ├── .lgtm.yml ├── .travis.yml ├── .vs ├── Python │ └── v15 │ │ └── .suo └── slnx.sqlite ├── Graphs ├── BFS.py ├── DFS.py ├── Directed and Undirected (Weighted) Graph.py ├── a_star.py ├── articulation_points.py ├── basic_graphs.py ├── bellman_ford.py ├── breadth_first_search.py ├── check_bipartite_graph_bfs.py ├── depth_first_search.py ├── dijkstra.py ├── dijkstra_2.py ├── dijkstra_algorithm.py ├── even_tree.py ├── finding_bridges.py ├── floyd_warshall.py ├── graph.py ├── graph_list.py ├── graph_matrix.py ├── kahns_algorithm_long.py ├── kahns_algorithm_topo.py ├── minimum_spanning_tree_kruskal.py ├── minimum_spanning_tree_prims.py ├── multi_hueristic_astar.py ├── scc_kosaraju.py └── tarjans_scc.py ├── License ├── Maths ├── 3n+1.py ├── FindMax.py ├── FindMin.py ├── abs.py ├── absMax.py ├── absMin.py ├── average.py ├── extended_euclidean_algorithm.py └── find_lcm.py ├── README.md ├── analysis └── compression_analysis │ ├── PSNR-example-base.png │ ├── PSNR-example-comp-10.jpg │ ├── compressed_image.png │ ├── example_image.jpg │ ├── example_wikipedia_image.jpg │ ├── original_image.png │ └── psnr.py ├── arithmetic_analysis ├── bisection.py ├── intersection.py ├── lu_decomposition.py ├── newton_method.py └── newton_raphson_method.py ├── binary_tree └── basic_binary_tree.py ├── boolean_algebra └── quine_mc_cluskey.py ├── ciphers ├── affine_cipher.py ├── base16.py ├── base32.py ├── base64_cipher.py ├── base85.py ├── brute_force_caesar_cipher.py ├── caesar_cipher.py ├── cryptomath_module.py ├── elgamal_key_generator.py ├── hill_cipher.py ├── onepad_cipher.py ├── playfair_cipher.py ├── prehistoric_men.txt ├── rabin_miller.py ├── rot13.py ├── rsa_cipher.py ├── rsa_key_generator.py ├── simple_substitution_cipher.py ├── transposition_cipher.py ├── transposition_cipher_encrypt_decrypt_file.py ├── vigenere_cipher.py └── xor_cipher.py ├── data_structures ├── __init__.py ├── arrays.py ├── avl.py ├── binary tree │ ├── AVLtree.py │ ├── binary_search_tree.py │ ├── fenwick_tree.py │ ├── lazy_segment_tree.py │ └── segment_tree.py ├── hashing │ ├── __init__.py │ ├── double_hash.py │ ├── hash_table.py │ ├── hash_table_with_linked_list.py │ ├── number_theory │ │ ├── __init__.py │ │ └── prime_numbers.py │ └── quadratic_probing.py ├── heap │ └── heap.py ├── linked_list │ ├── __init__.py │ ├── doubly_linked_list.py │ ├── singly_linked_list.py │ └── swapNodes.py ├── queue │ ├── __init__.py │ ├── deqeue.py │ ├── queue_on_list.py │ └── queue_on_pseudo_stack.py ├── stacks │ ├── __init__.py │ ├── balanced_parentheses.py │ ├── infix_to_postfix_conversion.py │ ├── infix_to_prefix_conversion.py │ ├── next.py │ ├── postfix_evaluation.py │ ├── stack.py │ └── stock_span_problem.py ├── trie │ └── trie.py └── union_find │ ├── __init__.py │ ├── tests_union_find.py │ └── union_find.py ├── digital_image_processing ├── __init__.py └── filters │ ├── __init__.py │ └── median_filter.py ├── dynamic_programming ├── FractionalKnapsack.py ├── abbreviation.py ├── bitmask.py ├── coin_change.py ├── edit_distance.py ├── fastfibonacci.py ├── fibonacci.py ├── floyd_warshall.py ├── integer_partition.py ├── k_means_clustering_tensorflow.py ├── knapsack.py ├── longest_common_subsequence.py ├── longest_increasing_subsequence.py ├── longest_increasing_subsequence_O(nlogn).py ├── longest_sub_array.py ├── matrix_chain_order.py ├── max_sub_array.py ├── minimum_partition.py └── rod_cutting.py ├── file_transfer_protocol ├── ftp_client_server.py └── ftp_send_receive.py ├── hashes ├── chaos_machine.py ├── md5.py └── sha1.py ├── linear_algebra_python ├── README.md └── src │ ├── lib.py │ └── tests.py ├── machine_learning ├── NaiveBayes.ipynb ├── Random Forest Classification │ ├── Random Forest Classifier.ipynb │ ├── Social_Network_Ads.csv │ └── random_forest_classification.py ├── Random Forest Regression │ ├── Position_Salaries.csv │ ├── Random Forest Regression.ipynb │ └── random_forest_regression.py ├── decision_tree.py ├── gradient_descent.py ├── k_means_clust.py ├── linear_regression.py ├── logistic_regression.py ├── perceptron.py ├── reuters_one_vs_rest_classifier.ipynb └── scoring_functions.py ├── maths ├── PrimeCheck.py ├── basic_maths.py ├── factorial_python.py ├── fibonacci_sequence_recursion.py ├── greater_common_divisor.py ├── modular_exponential.py ├── newton_raphson.py ├── segmented_sieve.py ├── sieve_of_eratosthenes.py ├── simpson_rule.py └── trapezoidal_rule.py ├── matrix ├── matrix_multiplication_addition.py └── searching_in_sorted_matrix.py ├── networking_flow ├── ford_fulkerson.py └── minimum_cut.py ├── neural_network ├── bpnn.py ├── convolution_neural_network.py ├── fcn.ipynb └── perceptron.py ├── other ├── anagrams.py ├── binary_exponentiation.py ├── binary_exponentiation_2.py ├── detecting_english_programmatically.py ├── dictionary.txt ├── euclidean_gcd.py ├── findingPrimes.py ├── fischer_yates_shuffle.py ├── frequency_finder.py ├── game_of_life │ ├── game_o_life.py │ └── sample.gif ├── linear_congruential_generator.py ├── nested_brackets.py ├── palindrome.py ├── password_generator.py ├── primelib.py ├── sierpinski_triangle.py ├── tower_of_hanoi.py ├── two_sum.py ├── word_patterns.py └── words ├── project_euler ├── README.md ├── problem_01 │ ├── sol1.py │ ├── sol2.py │ ├── sol3.py │ ├── sol4.py │ └── sol5.py ├── problem_02 │ ├── sol1.py │ ├── sol2.py │ └── sol3.py ├── problem_03 │ ├── sol1.py │ └── sol2.py ├── problem_04 │ ├── sol1.py │ └── sol2.py ├── problem_05 │ ├── sol1.py │ └── sol2.py ├── problem_06 │ ├── sol1.py │ ├── sol2.py │ └── sol3.py ├── problem_07 │ ├── sol1.py │ ├── sol2.py │ └── sol3.py ├── problem_08 │ ├── sol1.py │ └── sol2.py ├── problem_09 │ ├── sol1.py │ ├── sol2.py │ └── sol3.py ├── problem_10 │ ├── sol1.py │ └── sol2.py ├── problem_11 │ ├── grid.txt │ ├── sol1.py │ └── sol2.py ├── problem_12 │ ├── sol1.py │ └── sol2.py ├── problem_13 │ └── sol1.py ├── problem_14 │ ├── sol1.py │ └── sol2.py ├── problem_15 │ └── sol1.py ├── problem_16 │ └── sol1.py ├── problem_17 │ └── sol1.py ├── problem_19 │ └── sol1.py ├── problem_20 │ ├── sol1.py │ └── sol2.py ├── problem_21 │ └── sol1.py ├── problem_22 │ ├── p022_names.txt │ ├── sol1.py │ └── sol2.py ├── problem_24 │ └── sol1.py ├── problem_25 │ ├── sol1.py │ └── sol2.py ├── problem_28 │ └── sol1.py ├── problem_29 │ └── solution.py ├── problem_31 │ └── sol1.py ├── problem_36 │ └── sol1.py ├── problem_40 │ └── sol1.py ├── problem_48 │ └── sol1.py ├── problem_52 │ └── sol1.py ├── problem_53 │ └── sol1.py └── problem_76 │ └── sol1.py ├── searches ├── binary_search.py ├── interpolation_search.py ├── jump_search.py ├── linear_search.py ├── quick_select.py ├── sentinel_linear_search.py ├── tabu_search.py ├── tabu_test_data.txt ├── ternary_search.py └── test_tabu_search.py ├── simple_client ├── README.md ├── client.py └── server.py ├── sorts ├── BitonicSort.py ├── bogosort.py ├── bubble_sort.py ├── bucket_sort.py ├── cocktail_shaker_sort.py ├── comb_sort.py ├── counting_sort.py ├── 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