├── .coverage ├── .flake8 ├── .gitattributes ├── .github ├── CODEOWNERS ├── FUNDING.yml ├── ISSUE_TEMPLATE │ ├── bug_report.md │ └── lain-lain.md ├── pull_request_template.md └── workflows │ ├── codeql.yml │ ├── directory.yml │ └── uv_test.yml ├── .gitignore ├── .gitpod.yml ├── .mergify.yml ├── .pre-commit-config.yaml ├── .python-version ├── Basic ├── 01_introduction │ └── README.md ├── 02_tipe_data │ ├── README.md │ └── tipe_data.py ├── 03_variable │ ├── README.md │ ├── string_variable.py │ └── variable.py ├── 04_operator │ ├── README.md │ ├── operator_aritmatika.py │ ├── operator_bitwise.py │ ├── operator_identitas.py │ ├── operator_keanggotaan.py │ ├── operator_logika.py │ ├── operator_penugasan.py │ ├── operator_penugasan_ekspresi.py │ └── operator_perbandingan.py ├── 05_string │ ├── README.md │ └── string_python.py ├── 06_input_output │ ├── README.md │ └── input_output.py ├── 07_logika_percabangan │ ├── README.md │ └── logika_percabangan.py ├── 08_perulangan │ ├── README.md │ ├── for_loop.py │ └── while_loop.py ├── 09_fungsi │ ├── README.md │ ├── fungsi.py │ └── recursion_example.py ├── 10_list_tuple │ ├── README.md │ ├── list_python.py │ └── tuple_python.py ├── 11_manipulasi_string │ └── README.md ├── 12_exception │ ├── README.md │ └── exception.py ├── 13_module │ ├── README.md │ ├── kalkulator.py │ ├── perhitungan1.py │ └── perhitungan2.py ├── 14_python_datetime │ ├── README.md │ ├── module_datetime.py │ └── perhitungan_umur.py ├── 15_python_math │ ├── README.md │ ├── math_eksponen_logaritma.py │ ├── math_konstanta.py │ ├── math_konversi_sudut.py │ ├── math_pembulatan.py │ └── math_trigonometri.py ├── 16_class │ ├── README.md │ ├── class.py │ ├── const_desct.py │ ├── dunder_method.py │ └── methods.py ├── 17_inheritance │ ├── README.md │ └── inheritance_python.py ├── 18_akses_modifikasi │ ├── 01_public │ │ ├── README.md │ │ └── public.py │ ├── 02_private │ │ ├── README.md │ │ └── private.py │ └── 03_protected │ │ ├── README.md │ │ └── protected.py ├── 19_iterator │ ├── README.md │ └── iterator.py ├── 20_lambda │ ├── README.md │ └── lambda.py ├── 21_regex │ ├── README.md │ └── regex_code.py ├── 22_scope │ └── README.md ├── 23_kalkulator_dengan_fungsi │ └── kalkulator_fungsi.py ├── 24_casting_tipe_data │ └── casting_tipe_data.py ├── 25_list_and_dict_comprehension │ ├── dict_comprehension.py │ └── list_comprehension.py ├── 26_dekorator │ ├── README.md │ └── dekorator.py ├── Introduction.py └── README.md ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── DIRECTORY.md ├── Dockerfile ├── LICENSE ├── README.md ├── SECURITY.md ├── algorithm ├── arithmetic_analysis │ ├── README.md │ ├── bisection.py │ ├── gaussian_elimination.py │ ├── in_static_equilibrium.py │ ├── intersection.py │ ├── jacobi_iteration_method.py │ ├── lu_decomposition.py │ ├── newton_forward_interpolation.py │ ├── newton_method.py │ ├── newton_raphson.py │ ├── rootsearch.py │ └── secant_method.py ├── backtracking │ ├── README.md │ ├── all_combinations.py │ ├── cari_kata.py │ ├── coloring.py │ ├── combination.py │ ├── hamilton_cycle.py │ ├── knight_tour.py │ ├── minimax.py │ ├── n_queen_math.py │ ├── n_queens.py │ ├── permutation.py │ ├── rat_in_maze.py │ ├── subsequence.py │ └── sudoku.py ├── boolean_algebra │ ├── README.md │ └── quinc_mc_cluskey.py ├── divide_and_conquer │ ├── README.md │ ├── closest_pair_of_points.py │ ├── convex_hull.py │ ├── heap_algorithm.py │ ├── inversion.py │ ├── kth_order_statistic.py │ ├── max_difference_pair.py │ └── max_subarray_sum.py ├── fuzzy_logic │ ├── README.md │ └── fuzzy_operation.py ├── genetic_algo │ ├── README.md │ └── basic_string.py ├── manipulasi_bit │ ├── README.md │ ├── binary_and_operator.py │ ├── binary_count_trailing_zero.py │ ├── binary_or_operator.py │ ├── binary_setbits.py │ ├── binary_shift.py │ ├── binary_two_complement.py │ ├── binary_xor_operator.py │ ├── count_one_of_bit.py │ └── reverse_bit.py ├── matrix │ ├── README.md │ ├── inverse_matrix.py │ ├── matrix_class.py │ ├── matrix_operation.py │ ├── rotate_matrix.py │ ├── searching_in_sorted_matrix.py │ ├── sherman_morison.py │ └── spiral_matrix.py ├── networking_flow │ ├── README.md │ ├── ford_fulkerson.py │ └── minimum_cut.py ├── searching │ ├── README.md │ ├── _types.py │ ├── binary_search.py │ └── linear_search.py └── sorting │ ├── bead_sort.py │ ├── bitonic_sorting.py │ ├── bogo_sorting.py │ ├── bubble_sort.py │ ├── bubble_sort_ascii.py │ ├── bucket_sort.py │ ├── circle_sort.py │ ├── gnome_sorting.py │ ├── merge_sort.py │ ├── pop_sort.py │ └── quick_sorting.py ├── assets └── logo.png ├── dev-requirements.txt ├── implementation ├── artificial_intelligence │ ├── dataset_lstm.csv │ ├── decision_tree.py │ ├── fungsi_skoring.py │ ├── gaussian_naive_bayes.py │ ├── gradient_descent.py │ ├── k_means_clutser.py │ ├── k_nearest_neighbour.py │ ├── lasso_regession.py │ ├── linear_regression.py │ ├── logistic_regression.py │ ├── lstm.py │ ├── normalization_data_tranform.py │ ├── polynominal.py │ ├── random_forest.py │ ├── rigde_regession.py │ └── similarity_searching.py ├── audio_filter │ ├── audio_response.py │ └── iir_filter.py ├── blockchain │ ├── README.md │ ├── chinese_remainder.py │ ├── diophantine_equation.py │ └── modular_division.py ├── celular_automata │ ├── README.md │ ├── game_of_life.py │ ├── nagel_schrekenberg.py │ └── one_dimensional.py ├── chiper │ ├── README.md │ ├── __init__.py │ ├── affine.py │ ├── atbash.py │ ├── base16.py │ ├── base32.py │ ├── base64.py │ ├── base85.py │ ├── caesar.py │ ├── cryptomath_module.py │ ├── hill_chiper.py │ ├── playfair.py │ └── rot13.py ├── compression │ ├── README.md │ ├── burrows_wheeler.py │ ├── huffman.py │ └── lempel_ziv.py ├── computer_vision │ ├── README.md │ └── klasifikasi_cnn.py ├── electro │ ├── README.md │ ├── conversion │ │ ├── binary_to_decimal.py │ │ ├── binary_to_octal.py │ │ ├── binary_to_string.py │ │ └── temperature_conversion.py │ └── ohm.py ├── file_transfer │ ├── README.md │ ├── __init__.py │ ├── receive_file.py │ ├── send_file.py │ └── textfile.txt ├── finansial │ └── angsuran.py ├── fractal │ ├── README.md │ ├── koch.py │ ├── mandelbrot.py │ └── sierpinski_triangle.py ├── fuzzy_logic │ └── fuzzy_logic.py ├── geodesy_egineering │ ├── README.md │ ├── __init__.py │ ├── ellipsodial_distance.py │ └── haversine.py ├── graphic │ └── bezier_curve.py ├── image_processing │ ├── data_image │ │ ├── README.txt │ │ ├── __init__.py │ │ └── example_image.jpg │ └── gambar_sepia.py ├── linear_algebra │ ├── README.md │ ├── conjugate_gradient.py │ ├── polynom_for_point.py │ ├── rayleigh_quotient.py │ └── transformation_2d.py ├── physics │ ├── README.md │ ├── n_body_simulation.py │ └── percepatan.py └── statistic │ ├── LabelEncoding.py │ ├── correlation.py │ ├── covariance.py │ ├── entropy.py │ ├── factorAnalitic.py │ ├── information_gain.py │ ├── median.py │ ├── modus.py │ ├── multivariate_normal.py │ ├── normalDistribution_multivariate.py │ ├── rata_rata.py │ ├── softmax.py │ ├── standard_deviasi.py │ └── variance.py ├── math ├── runge_kutta.py ├── README.md ├── aliquot_sum.py ├── angka_proth.py ├── bisection_math.py ├── convolution.py ├── cos.py ├── counter.py ├── digit_sum.py ├── exponential_function.py ├── faktor_prima.py ├── faktorial_looping.py ├── faktorial_rekursif.py ├── fibonacci.py ├── fungsi_gamma.py ├── geometric_sum.py ├── intergration.py ├── is_prime.py ├── iteration_power.py ├── jumlah_deret_geomteri.py ├── midpoint.py ├── pascal_triangle.py ├── persamaan_kuadarat_bilangan_kompleks.py ├── prime_number_library.py ├── proth_number.py ├── qr_decomposition.py ├── r2_score.py ├── radian.py ├── random_generator.py ├── rectangle.py ├── recursion_power.py ├── relu.py ├── rieman_integral.py ├── segmented_sieve.py ├── sieve_of_eratosthenes.py ├── sigmoid.py ├── simpson.py ├── sin.py ├── sock_merchant.py ├── softmax.py ├── sum_geometric_progression.py ├── sylvester_sequence.py ├── teorema_pytaghoras.py ├── trapezoid.py ├── triplet_sum.py ├── two_pointer.py ├── two_sum.py ├── ugly_number.py ├── variance.py ├── volume.py └── zellers_congruence.py ├── matrix ├── median_matriks.py └── pencarian_biner_matrix.py ├── object_oriented ├── README.md ├── advance │ ├── .gitignore │ ├── README.md │ └── pycode │ │ ├── argument │ │ ├── README.md │ │ └── args.py │ │ ├── decorators │ │ ├── README.md │ │ ├── contoh_decorators1.py │ │ ├── contoh_decorators2.py │ │ ├── contoh_decorators3.py │ │ ├── contoh_decoratos.md │ │ ├── decorators.py │ │ ├── decorators_chaining.py │ │ └── decorators_return.py │ │ ├── generators │ │ ├── README.md │ │ ├── generators_for.py │ │ └── generators_while.py │ │ ├── magic_methods │ │ ├── Mmethod.py │ │ └── README.md │ │ ├── metaclass │ │ ├── README.md │ │ ├── composite.py │ │ ├── docs │ │ │ ├── composite.md │ │ │ ├── factory.md │ │ │ ├── proxy.md │ │ │ └── singleton.md │ │ ├── factory.py │ │ ├── proxy.py │ │ ├── singleton.py │ │ └── src │ │ │ └── __init__.py │ │ └── type_hint │ │ ├── README.md │ │ └── hinter.py ├── basic_oop │ ├── 00_definisi_kelas │ │ └── README.md │ ├── 01_atribut_kelas │ │ ├── README.md │ │ └── atribut_kelas.py │ └── 02_mewarisi_kelas │ │ └── README.md └── intermediate │ ├── README.md │ ├── abstraksi │ ├── README.md │ └── abstraksi.py │ ├── encapsulation │ ├── README.md │ ├── encapsulation.py │ └── encapsulation2.py │ ├── inheritance │ ├── README.md │ └── inheritance.py │ └── polimorfis │ ├── README.md │ ├── polimorfisme_kelas.py │ └── polimorfisme_sederhana.py ├── other ├── README.md ├── anagramCheck.py ├── composite_number.py ├── date_to_weekday.py ├── doomsday_alg.py ├── happy_number.py ├── hex_to_rgb.py ├── is_palindrom.py ├── krisnamurtyCheck.py ├── logic_gate.py ├── lucky_number.py ├── power_dac.py ├── rgb_to_hex.py ├── strong_password_check.py ├── taxicab.py ├── tower_of_hanoi.py └── turtle │ ├── README.md │ └── logo_apple.py ├── pyproject.toml ├── pytest.ini ├── regular_expression └── 00_pengenalan_regex │ ├── README.md │ └── contoh_regex.py ├── requirements.txt ├── scripts └── build_directory_md.py ├── struktur_data ├── README.md ├── doubly_linked_list.py ├── singly_linked_list.py ├── stack │ ├── README.md │ └── stack_list.py └── tree │ ├── README.md │ ├── avl_tree │ ├── README.md │ └── avl_tree.py │ ├── binary_search_tree │ ├── README.md │ ├── basic_binary_tree.py │ ├── binary_search_tree.py │ ├── binary_search_tree_rekursif.py │ ├── binary_tree_node_sum.py │ ├── binary_tree_path_sum.py │ └── img │ │ ├── bst_example.png │ │ ├── bst_insertion.png │ │ ├── inorder.png │ │ ├── postorder.png │ │ └── preorder.png │ ├── binary_tree_mirror.py │ ├── fenwick_tree.py │ └── img │ ├── Ilustrasi_BST.png │ ├── complete_bt.png │ ├── degenerate_bt.png │ ├── full_bt.png │ ├── height_of_tree.png │ └── perfect_bt.png ├── uv.lock └── web_programming ├── README.md ├── breadcrumb_generator.py ├── covid_stat_xpath.py ├── emisi_co2.py ├── get_random_quote.py ├── pagination_helper.py └── statik_corona.py /.coverage: -------------------------------------------------------------------------------- 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