base on All algorithms implemented in C#. <div align = "center"> # The Algorithms - C# [](https://discord.gg/c7MnfGFGa6) [](https://www.codacy.com/gh/TheAlgorithms/C-Sharp/dashboard?utm_source=github.com&amp;utm_medium=referral&amp;utm_content=TheAlgorithms/C-Sharp&amp;utm_campaign=Badge_Grade) [](https://codecov.io/gh/TheAlgorithms/C-Sharp) [](https://liberapay.com/TheAlgorithms/donate) ## All Algorithms implemented in C# - for education purposes The repository is a collection of a variety of algorithms implemented in C#. The algorithms span over a variety of topics from computer science, mathematics and statistics, data science, machine learning, engineering, etc. The implementations and their associated documentations are meant to provide a learning resource for educators and students. Hence, one may find more than one implementation for the same objective but using different algorithm strategies and optimizations. </div> ## List of Algorithms * [Algorithms](./Algorithms) * [Crypto](./Algorithms/Crypto/) * [Paddings](./Algorithms/Crypto/Paddings/) * [ISO 10125-2 Padding](./Algorithms/Crypto/Paddings/Iso10126D2Padding.cs) * [ISO 7816-4 Padding](./Algorithms/Crypto/Paddings/Iso7816D4Padding.cs) * [X9.32 Padding](./Algorithms/Crypto/Paddings/X932Padding.cs) * [TBC Padding](./Algorithms/Crypto/Paddings/TbcPadding.cs) * [PKCS7 Padding](./Algorithms/Crypto/Paddings/Pkcs7Padding.cs) * [Digests](./Algorithms/Crypto/Digests/) * [Ascon Hash Digest](./Algorithms/Crypto/Digests/AsconDigest.cs) * [MD2 Digest](./Algorithms/Crypto/Digests/Md2Digest.cs) * [Data Compression](./Algorithms/DataCompression) * [Burrows-Wheeler transform](./Algorithms/DataCompression/BurrowsWheelerTransform.cs) * [Huffman Compressor](./Algorithms/DataCompression/HuffmanCompressor.cs) * [Shannon-Fano Compressor](./Algorithms/DataCompression/ShannonFanoCompressor.cs) * [Encoders](./Algorithms/Encoders) * [Caesar](./Algorithms/Encoders/CaesarEncoder.cs) * [Vigenere](./Algorithms/Encoders/VigenereEncoder.cs) * [Hill](./Algorithms/Encoders/HillEncoder.cs) * [NYSIIS](./Algorithms/Encoders/NysiisEncoder.cs) * [Soundex](./Algorithms/Encoders/SoundexEncoder.cs) * [Feistel](./Algorithms/Encoders/FeistelCipher.cs) * [Blowfish](./Algorithms/Encoders/BlowfishEncoder.cs) * [Graph](./Algorithms/Graph) * [Minimum Spanning Tree](./Algorithms/Graph/MinimumSpanningTree) * [Prim's Algorithm (Adjacency Matrix)](./Algorithms/Graph/MinimumSpanningTree/PrimMatrix.cs) * [Kruskal's Algorithm](./Algorithms/Graph/MinimumSpanningTree/Kruskal.cs) * [BreadthFirstTreeTraversal](./Algorithms/Graph/BreadthFirstTreeTraversal.cs) * [BreadthFirstSearch](./Algorithms/Graph/BreadthFirstSearch.cs) * [DepthFirstSearch](./Algorithms/Graph/DepthFirstSearch.cs) * [Dijkstra Shortest Path](./Algorithms/Graph/Dijkstra/DijkstraAlgorithm.cs) * [FloydWarshall](./Algorithms/Graph/FloydWarshall.cs) * [Kosaraju](./Algorithms/Graph/Kosaraju.cs) * [Knapsack problem](./Algorithms/Knapsack) * [Naive solver](./Algorithms/Knapsack/NaiveKnapsackSolver.cs) * [Dynamic Programming solver](./Algorithms/Knapsack/DynamicProgrammingKnapsackSolver.cs) * [Branch and bound solver](./Algorithms/Knapsack/BranchAndBoundKnapsackSolver.cs) * [IHeuristicKnapsackSolver](./Algorithms/Knapsack/IHeuristicKnapsackSolver.cs) * [Linear Algebra](./Algorithms/LinearAlgebra) * [Distances](./Algorithms/LinearAlgebra/Distances) * [Chebyshev](./Algorithms/LinearAlgebra/Distances/Chebyshev.cs) * [Euclidean](./Algorithms/LinearAlgebra/Distances/Euclidean.cs) * [Manhattan](./Algorithms/LinearAlgebra/Distances/Manhattan.cs) * [Minkowski](./Algorithms/LinearAlgebra/Distances/Minkowski.cs) * [Eigenvalue](./Algorithms/LinearAlgebra/Eigenvalue) * [Power Iteration](./Algorithms/LinearAlgebra/Eigenvalue/PowerIteration.cs) * [Modular Arithmetic](./Algorithms/ModularArithmetic) * [Chinese Remainder Theorem](./Algorithms/ModularArithmetic/ChineseRemainderTheorem.cs) * [Extended Euclidean Algorithm](./Algorithms/ModularArithmetic/ExtendedEuclideanAlgorithm.cs) * [Modular Multiplicative Inverse](./Algorithms/ModularArithmetic/ModularMultiplicativeInverse.cs) * [Numeric](./Algorithms/Numeric) * [Absolute](./Algorithms/Numeric/Abs.cs) * [Addition Without Arithmetic](./Algorithms/Numeric/AdditionWithoutArithmetic.cs) * [Aliquot Sum Calculator](./Algorithms/Numeric/AliquotSumCalculator.cs) * [Amicable Numbers Checker](./Algorithms/Numeric/AmicableNumbersChecker.cs) * [Ceil](./Algorithms/Numeric/Ceil.cs) * [Decomposition](./Algorithms/Numeric/Decomposition) * [LU Decomposition](./Algorithms/Numeric/Decomposition/LU.cs) * [Thin Singular Vector Decomposition](./Algorithms/Numeric/Decomposition/ThinSVD.cs) * [Floor](./Algorithms/Floor.cs) * [Greatest Common Divisor](./Algorithms/Numeric/GreatestCommonDivisor) * [Euclidean GCD](./Algorithms/Numeric/GreatestCommonDivisor/EuclideanGreatestCommonDivisorFinder.cs) * [Binary GCD](./Algorithms/Numeric/GreatestCommonDivisor/BinaryGreatestCommonDivisorFinder.cs) * [Factorization](./Algorithms/Numeric/Factorization) * [Trial division Factorization](./Algorithms/Numeric/Factorization/TrialDivisionFactorizer.cs) * [Modular Exponentiation](./Algorithms/Numeric/ModularExponentiation.cs) * [Series](./Algorithms/Numeric/Series) * [Maclaurin Series](./Algorithms/Numeric/Series/Maclaurin.cs) * [Gauss-Jordan Elimination](./Algorithms/Numeric/GaussJordanElimination.cs) * [BinomialCoefficient](./Algorithms/Numeric/BinomialCoefficient.cs) * [Factorial](./Algorithms/Numeric/Factorial.cs) * [Keith Number Checker](./Algorithms/Numeric/KeithNumberChecker.cs) * [Pseudo-Inverse](./Algorithms/Numeric/Pseudoinverse/PseudoInverse.cs) * [Narcissistic Number Checker](./Algorithms/Numeric/NarcissisticNumberChecker.cs) * [Perfect Cube Checker](./Algorithms/Numeric/PerfectCubeChecker.cs) * [Perfect Number Checker](./Algorithms/Numeric/PerfectNumberChecker.cs) * [Perfect Square Checker](./Algorithms/Numeric/PerfectSquareChecker.cs) * [Euler Method](./Algorithms/Numeric/EulerMethod.cs) * [Classic Runge-Kutta Method](./Algorithms/Numeric/RungeKuttaMethod.cs) * [Miller-Rabin primality check](./Algorithms/Numeric/MillerRabinPrimalityChecker.cs) * [KrishnamurthyNumberChecker](./Algorithms/Numeric/KrishnamurthyNumberChecker.cs) * [Automorphic Number](./Algorithms/Numeric/AutomorphicNumber.cs) * [Josephus Problem](./Algorithms/Numeric/JosephusProblem.cs) * [Newton's Square Root Calculation](./Algorithms/NewtonSquareRoot.cs) * [SoftMax Function](./Algorithms/Numeric/SoftMax.cs) * [RecommenderSystem](./Algorithms/RecommenderSystem) * [CollaborativeFiltering](./Algorithms/RecommenderSystem/CollaborativeFiltering) * [Searches](./Algorithms/Search) * [A-Star](./Algorithms/Search/AStar/) * [Binary Search](./Algorithms/Search/BinarySearcher.cs) * [BoyerMoore Search](./Algorithms/Search/BoyerMoore.cs) * [Fast Search](./Algorithms/Search/FastSearcher.cs) * [Fibonacci Search](./Algorithms/Search/FibonacciSearcher.cs) * [Interpolation Search](./Algorithms/Search/InterpolationSearch.cs) * [Jump Search](./Algorithms/Search/JumpSearcher.cs) * [Linear Search](./Algorithms/Search/LinearSearcher.cs) * [Recursive Binary Search](./Algorithms/Search/RecursiveBinarySearcher.cs) * [Sorts](./Algorithms/Sorters) * [Comparison](./Algorithms/Sorters/Comparison) * [Binary Insertion Sort](./Algorithms/Sorters/Comparison/BinaryInsertionSorter.cs) * [Bogo Sort](./Algorithms/Sorters/Comparison/BogoSorter.cs) * [Bubble Sort](./Algorithms/Sorters/Comparison/BubbleSorter.cs) * [Cocktail Sort](./Algorithms/Sorters/Comparison/CocktailSorter.cs) * [Comb Sort](./Algorithms/Sorters/Comparison/CombSorter.cs) * [Cycle Sort](./Algorithms/Sorters/Comparison/CycleSorter.cs) * [Exchange Sort](./Algorithms/Sorters/Comparison/ExchangeSorter.cs) * [Heap Sort](./Algorithms/Sorters/Comparison/HeapSorter.cs) * [Insertion Sort](./Algorithms/Sorters/Comparison/InsertionSorter.cs) * [Merge Sort](./Algorithms/Sorters/Comparison/MergeSorter.cs) * [Pancake Sort](./Algorithms/Sorters/Comparison/PancakeSorter.cs) * [Quick Sort](./Algorithms/Sorters/Comparison/QuickSorter.cs) * [Median of three pivot](./Algorithms/Sorters/Comparison/MedianOfThreeQuickSorter.cs) * [Middle point pivot](./Algorithms/Sorters/Comparison/MiddlePointQuickSorter.cs) * [Random pivot](./Algorithms/Sorters/Comparison/RandomPivotQuickSorter.cs) * [Selection Sort](./Algorithms/Sorters/Comparison/SelectionSorter.cs) * [Shell Sort](./Algorithms/Sorters/Comparison/ShellSorter.cs) * [Tim Sort](./Algorithms/Sorters/Comparison/TimSorter.cs) * [Simplified Tim Sort](./Algorithms/Sorters/Comparison/BasicTimSorter.cs) * [External](./Algorithms/Sorters/External) * [Merge Sort](./Algorithms/Sorters/External/ExternalMergeSorter.cs) * [Integer](./Algorithms/Sorters/Integer) * [Counting Sort](./Algorithms/Sorters/Integer/CountingSorter.cs) * [Bucket Sort](./Algorithms/Sorters/Integer/BucketSorter.cs) * [Radix Sort](./Algorithms/Sorters/Integer/RadixSorter.cs) * [String](./Algorithms/Sorters/String) * [MSD Radix Sort](./Algorithms/Sorters/String/MsdRadixStringSorter.cs) * [Shufflers](./Algorithms/Shufflers) * [Fisher-Yates Shuffler](./Algorithms/Shufflers/FisherYatesShuffler.cs) * [Sequences](./Algorithms/Sequences) * [A000002 Kolakoski](./Algorithms/Sequences/KolakoskiSequence.cs) * [A000004 Zero](./Algorithms/Sequences/ZeroSequence.cs) * [A000005 Count of Divisors](./Algorithms/Sequences/DivisorsCountSequence.cs) * [A000008 Make Change](./Algorithms/Sequences/MakeChangeSequence.cs) * [A000010 Euler's Totient](./Algorithms/Sequences/EulerTotientSequence.cs) * [A000012 All Ones](./Algorithms/Sequences/AllOnesSequence.cs) * [A000027 Natural](./Algorithms/Sequences/NaturalSequence.cs) * [A000032 Lucas Numbers](./Algorithms/Sequences/LucasNumbersBeginningAt2Sequence.cs) * [A000040 Primes](./Algorithms/Sequences/PrimesSequence.cs) * [A000045 Fibonacci](./Algorithms/Sequences/FibonacciSequence.cs) * [A000079 Powers of 2](./Algorithms/Sequences/PowersOf2Sequence.cs) * [A000108 Catalan](./Algorithms/Sequences/CatalanSequence.cs) * [A000120 1's Counting](./Algorithms/Sequences/OnesCountingSequence.cs) * [A000124 Central Polygonal Numbers](./Algorithms/Sequences/CentralPolygonalNumbersSequence.cs) * [A000125 Cake Numbers](./Algorithms/Sequences/CakeNumbersSequence.cs) * [A000142 Factorial](./Algorithms/Sequences/FactorialSequence.cs) * [A000213 Tribonacci Numbers](./Algorithms/Sequences/TribonacciNumbersSequence.cs) * [A000215 Fermat Numbers](./Algorithms/Sequences/FermatNumbersSequence.cs) * [A000288 Tetranacci Numbers](./Algorithms/Sequences/TetranacciNumbersSequence.cs) * [A000290 Squares](./Algorithms/Sequences/SquaresSequence.cs) * [A000292 Tetrahedral numbers](./Algorithms/Sequences/TetrahedralSequence.cs) * [A000578 Cubes](./Algorithms/Sequences/CubesSequence.cs) * [A000720 PrimePi](./Algorithms/Sequences/PrimePiSequence.cs) * [A001146 Number of Boolean Functions](./Algorithms/Sequences/NumberOfBooleanFunctionsSequence.cs) * [A001462 Golomb's](./Algorithms/Sequences/GolombsSequence.cs) * [A001478 Negative Integers](./Algorithms/Sequences/NegativeIntegersSequence.cs) * [A002110 Primorial Numbers](./Algorithms/Sequences/PrimorialNumbersSequence.cs) * [A002717 Matchstick Triangle Arrangement](./Algorithms/Sequences/MatchstickTriangleSequence.cs) * [A005132 Recaman's](./Algorithms/Sequences/RecamansSequence.cs) * [A006577 Number of '3n+1' steps to reach 1](./Algorithms/Sequences/ThreeNPlusOneStepsSequence.cs) * [A006862 Euclid Numbers](./Algorithms/Sequences/EuclidNumbersSequence.cs) * [A006879 Number of Primes by Number of Digits](./Algorithms/Sequences/NumberOfPrimesByNumberOfDigitsSequence.cs) * [A006880 Number of Primes by Powers of 10](./Algorithms/Sequences/NumberOfPrimesByPowersOf10Sequence.cs) * [A007318 Binomial](./Algorithms/Sequences/BinomialSequence.cs) * [A007395 All Twos](./Algorithms/Sequences/AllTwosSequence.cs) * [A010051 Binary Prime Constant](./Algorithms/Sequences/BinaryPrimeConstantSequence.cs) * [A010701 All Threes](./Algorithms/Sequences/BinaryPrimeConstantSequence.cs) * [A011557 Powers of 10](./Algorithms/Sequences/PowersOf10Sequence.cs) * [A057588 Kummer Numbers](./Algorithms/Sequences/KummerNumbersSequence.cs) * [A019434 Fermat Primes](./Algorithms/Sequences/FermatPrimesSequence.cs) * [A181391 Van Eck's](./Algorithms/Sequences/VanEcksSequence.cs) * [Stack](./Algorithms/Stack) * [Next Greater Element](./Algorithms/Stack/NextGreaterElement.cs) * [Balanced Parentheses Checker](./Algorithms/Stack/BalancedParenthesesChecker.cs) * [Reverse Stack](./Algorithms/Stack/ReverseStack.cs) * [String](./Algorithms/Strings) * [Similarity](./Algorithms/Strings/Similarity/) * [Cosine Similarity](./Algorithms/Strings/Similarity/CosineSimilarity.cs) * [Damerau-Levenshtein Distance](./Algorithms/Strings/Similarity/DamerauLevenshteinDistance.cs) * [Hamming Distance](./Algorithms/Strings/Similarity/HammingDistance.cs) * [Jaro Similarity](./Algorithms/Strings/Similarity/JaroSimilarity.cs) * [Jaro-Winkler Distance](./Algorithms/Strings/Similarity/JaroWinklerDistance.cs) * [Optimal String Alignment](./Algorithms/Strings/Similarity/OptimalStringAlignment.cs) * [Pattern Matching](./Algorithms/Strings/PatternMatching/) * [Bitop Pattern Matching](./Algorithms/Strings/PatternMatching/Bitap.cs) * [Naive String Search](./Algorithms/Strings/PatternMatching/NaiveStringSearch.cs) * [Rabin Karp](./Algorithms/Strings/PatternMatching/RabinKarp.cs) * [Boyer Moore](./Algorithms/Strings/PatternMatching/BoyerMoore.cs) * [Knuth–Morris–Pratt Search](./Algorithms/Strings/PatternMatching/KnuthMorrisPrattSearcher.cs) * [WildCard Pattern Matching](./Algorithms/Strings/PatternMatching/WildCardMatcher.cs) * [Z-block substring search](./Algorithms/Strings/PatternMatching/ZblockSubstringSearch.cs) * [Longest Consecutive Character](./Algorithms/Strings/GeneralStringAlgorithms.cs) * [Palindrome Checker](./Algorithms/Strings/Palindrome.cs) * [Get all permutations of a string](./Algorithms/Strings/Permutation.cs) * [Other](./Algorithms/Other) * [Fermat Prime Checker](./Algorithms/Other/FermatPrimeChecker.cs) * [Sieve of Eratosthenes](./Algorithms/Other/SieveOfEratosthenes.cs) * [Luhn](./Algorithms/Other/Luhn.cs) * [Int2Binary](./Algorithms/Other/Int2Binary.cs) * [GeoLocation](./Algorithms/Other/GeoLocation.cs) * [Mandelbrot](./Algorithms/Other/Mandelbrot.cs) * [Koch Snowflake](./Algorithms/Other/KochSnowflake.cs) * [RGB-HSV Conversion](./Algorithms/Other/RGBHSVConversion.cs) * [Flood Fill](./Algorithms/Other/FloodFill.cs) * [Pareto Optimization](./Algorithms/Other/ParetoOptimization.cs) * [Gauss Optimization](./Algorithms/Other/GaussOptimization.cs) * [Decisions Convolutions](./Algorithms/Other/DecisionsConvolutions.cs) * [Welford's Variance](./Algorithms/Other/WelfordsVariance.cs) * [Julian Easter](./Algorithms/Other/JulianEaster.cs) * [Pollard's Rho](./Algorithms/Other/PollardsRhoFactorizing.cs) * [GeoLocation Hash](./Algorithms/Other/Geohash.cs) * [Geofencing](./Algorithms/Other/Geofence.cs) * [Triangulation Algorithm](./Algorithms/Other/Triangulator.cs) * [Problems](./Algorithms/Problems) * [Stable Marriage](./Algorithms/Problems/StableMarriage) * [Gale-Shapley](./Algorithms/Problems/StableMarriage/GaleShapley.cs) * [Accepter](./Algorithms/Problems/StableMarriage/Accepter.cs) * [Proposer](./Algorithms/Problems/StableMarriage/Proposer.cs) * [N-Queens](./Algorithms/Problems/NQueens) * [Backtracking](./Algorithms/Problems/NQueens/BacktrackingNQueensSolver.cs) * [Dynamic Programming](./Algorithms/Problems/DynamicProgramming) * [Coin Change](./Algorithms/Problems/DynamicProgramming/CoinChange/DynamicCoinChangeSolver.cs) * [Levenshtein Distance](./Algorithms/Problems/DynamicProgramming/LevenshteinDistance/LevenshteinDistance.cs) * [Data Structures](./DataStructures) * [Bit Array](./DataStructures/BitArray.cs) * [Timeline](./DataStructures/Timeline.cs) * [Segment Trees](./DataStructures/SegmentTrees) * [Segment Tree](./DataStructures/SegmentTrees/SegmentTree.cs) * [Segment Tree Multiplication](./DataStructures/SegmentTrees/SegmentTreeApply.cs) * [Segment Tree Update](./DataStructures/SegmentTrees/SegmentTreeUpdate.cs) * [Binary Search Tree](./DataStructures/BinarySearchTree) * [Scapegoat Tree](./DataStructures/ScapegoatTree) * [Fenwick tree (or Binary Indexed Tree)](./DataStructures/Fenwick/BinaryIndexedTree.cs) * [AA Tree](./DataStructures/AATree) * [AVL Tree](./DataStructures/AVLTree) * [Red-Black Tree](./DataStructures/RedBlackTree) * [Stack](./DataStructures/Stack) * [Array-based Stack](./DataStructures/Stack/ArrayBasedStack.cs) * [List-based Stack](./DataStructures/Stack/ListBasedStack.cs) * [Queue-based Stack](./DataStructures/Stack/QueueBasedStack.cs) * [Heap](./DataStructures/Heap) * [Min-Max Heap](./DataStructures/Heap/MinMaxHeap.cs) * [Binary Heap](./DataStructures/Heap/BinaryHeap.cs) * [Fibonacci Heap](./DataStructures/Heap/FibonacciHeap/FibonacciHeap.cs) * [Pairing Heap](./DataStructures/Heap/PairingHeap/PairingHeap.cs) * [Probabilistic](./DataStructures/Probabilistic) * [BloomFilter](./DataStructures/Probabilistic/BloomFilter.cs) * [Count-Min Sketch](./DataStructures/Probabilistic/CountMinSketch.cs) * [HyperLogLog](./DataStructures/Probabilistic/HyperLogLog.cs) * [Queue](./DataStructures/Queue) * [Array-based Queue](./DataStructures/Queue/ArrayBasedQueue.cs) * [List-based Queue](./DataStructures/Queue/ListBasedQueue.cs) * [Stack-based Queue](./DataStructures/Queue/StackBasedQueue.cs) * [Linked List](./DataStructures/LinkedList) * [Singly Linked List](./DataStructures/LinkedList/SinglyLinkedList/SinglyLinkedList.cs) * [Doubly Linked List](./DataStructures/LinkedList/DoublyLinkedList/DoublyLinkedList.cs) * [Skip List](./DataStructures/LinkedList/SkipList/SkipList.cs) * [Circular Linked List](./DataStructures/LinkedList/CircularLinkedList/CircularLinkedList.cs) * [Graph](./DataStructures/Graph) * [Directed Weighted Graph Via Adjacency Matrix](./DataStructures/Graph/DirectedWeightedGraph.cs) * [Disjoint Set](./DataStructures/DisjointSet) * [SortedList](./DataStructures/SortedList.cs) * [Inverted index](./DataStructures/InvertedIndex.cs) * [Unrolled linked list](./DataStructures/UnrolledList/UnrolledLinkedList.cs) * [Tries](./DataStructures/Tries/Trie.cs) * [HashTable](./DataStructures/Hashing/HashTable.cs) * [Cache](./DataStructures/Cache) * [Least Frequently Used (LFU) Cache](./DataStructures/Cache/LfuCache.cs) * [Least Recently Used (LRU) Cache](./DataStructures/Cache/LruCache.cs) ## Project Update: .NET 8 Migration As part of our continuous effort to stay up-to-date with the latest technologies, we have migrated our project to .NET 8. This upgrade enhances our project with the latest features and improvements from the .NET ecosystem. ### New Requirements * To build and run this project, **.NET 8 SDK** is now required. * Ensure your development tools are compatible with .NET 8. ### Building the Project * With .NET 8 SDK installed, you can build the project using the standard `dotnet build` command. * All existing build scripts have been updated to accommodate the .NET 8 SDK. ### Running Tests * Our comprehensive suite of unit tests ensures compatibility with .NET 8. * Run tests using the `dotnet test` command as usual. ## Contributing You can contribute with pleasure to this repository. Please orient on the directory structure and overall code style of this repository and refer to [our contributing guidelines](./CONTRIBUTING.md) for more details. If you want to ask a question or suggest something, please open an issue. ", Assign "at most 3 tags" to the expected json: {"id":"7183","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"