The Algorithms  Go
Algorithms implemented in Go (for education)
The repository is a collection of opensource implementation of a variety of algorithms implemented in Go and licensed under MIT License.
Read our Contribution Guidelines before you contribute.
List of Algorithms
Packages:
ahocorasick
Functions:
Advanced
: Advanced Function performing the Advanced AhoCorasick algorithm. Finds and prints occurrences of each pattern.AhoCorasick
: AhoCorasick Function performing the Basic AhoCorasick algorithm. Finds and prints occurrences of each pattern.ArrayUnion
: ArrayUnion Concats two arrays of int's into one.BoolArrayCapUp
: BoolArrayCapUp Dynamically increases an array size of bool's by 1.BuildAc
: Functions that builds Aho Corasick automaton.BuildExtendedAc
: BuildExtendedAc Functions that builds extended Aho Corasick automaton.ComputeAlphabet
: ComputeAlphabet Function that returns string of all the possible characters in given patterns.ConstructTrie
: ConstructTrie Function that constructs Trie as an automaton for a set of reversed & trimmed strings.Contains
: Contains Returns 'true' if array of int's 's' contains int 'e', 'false' otherwise.CreateNewState
: CreateNewState Automaton function for creating a new state 'state'.CreateTransition
: CreateTransition Creates a transition for function σ(state,letter) = end.GetParent
: GetParent Function that finds the first previous state of a state and returns it. Used for trie where there is only one parent.GetTransition
: GetTransition Returns ending state for transition σ(fromState,overChar), '1' if there is none.GetWord
: GetWord Function that returns word found in text 't' at position range 'begin' to 'end'.IntArrayCapUp
: IntArrayCapUp Dynamically increases an array size of int's by 1.StateExists
: StateExists Checks if state 'state' exists. Returns 'true' if it does, 'false' otherwise.
Types
Result
: No description provided.
binary
Package binary describes algorithms that use binary operations for different calculations.
Functions:
Abs
: Abs returns absolute value using binary operation Principle of operation: 1) Get the mask by right shift by the base 2) Base is the size of an integer variable in bits, for example, for int32 it will be 32, for int64 it will be 64 3) For negative numbers, above step sets mask as 1 1 1 1 1 1 1 1 and 0 0 0 0 0 0 0 0 for positive numbers. 4) Add the mask to the given number. 5) XOR of mask + n and mask gives the absolute value.BitCounter
: BitCounter  The function returns the number of set bits for an unsigned integer numberIsPowerOfTwo
: IsPowerOfTwo This function uses the fact that powers of 2 are represented like 10...0 in binary, and numbers one less than the power of 2 are represented like 11...1. Therefore, using the and function: 10...0 & 01...1 00...0 > 0 This is also true for 0, which is not a power of 2, for which we have to add and extra condition.IsPowerOfTwoLeftShift
: IsPowerOfTwoLeftShift This function takes advantage of the fact that left shifting a number by 1 is equivalent to multiplying by 2. For example, binary 00000001 when shifted by 3 becomes 00001000, which in decimal system is 8 or = 2 * 2 * 2LogBase2
: LogBase2 Finding the exponent of n = 2**x using bitwise operations (logarithm in base 2 of n) See moreMeanUsingAndXor
: MeanUsingAndXor This function finds arithmetic mean using "AND" and "XOR" operationsMeanUsingRightShift
: MeanUsingRightShift This function finds arithmetic mean using right shiftReverseBits
: ReverseBits This function initialized the result by 0 (all bits 0) and process the given number starting from its least significant bit. If the current bit is 1, set the corresponding most significant bit in the result and finally move on to the next bit in the input number. Repeat this till all its bits are processed.SequenceGrayCode
: SequenceGrayCode The function generates an "Gray code" sequence of length nSqrt
: No description provided.XorSearchMissingNumber
: XorSearchMissingNumber This function finds a missing number in a sequence
cache
Functions:
NewLRU
: NewLRU represent initiate lru cache with capacity
Types
LRU
: No description provided.
caesar
https://en.wikipedia.org/wiki/Caesar_cipher
Package caesar is the shift cipher ref:Functions:
Decrypt
: Decrypt decrypts by left shift of "key" each character of "input"Encrypt
: Encrypt encrypts by right shift of "key" each character of "input"FuzzCaesar
: No description provided.
checksum
Package checksum describes algorithms for finding various checksums
Functions:
CRC8
: CRC8 calculates CRC8 checksum of the given data.Luhn
: Luhn validates the provided data using the Luhn algorithm.
Types
CRCModel
: No description provided.
coloring
Shivam
Package coloring provides implementation of different graph coloring algorithms, e.g. coloring using BFS, using Backtracking, using greedy approach. Author(s):Functions:
BipartiteCheck
: basically tries to color the graph in two colors if each edge connects 2 differently colored nodes the graph can be considered bipartite
Types
Graph
: No description provided.
combination
Package combination ...
Functions:
Start
: Start ...
Types
Combinations
: No description provided.
conversion
Package conversion is a package of implementations which converts one data structure to another.
Functions:
Base64Decode
: Base64Decode decodes the received input base64 string into a byte slice. The implementation follows the RFC4648 standard, which is documented at https://datatracker.ietf.org/doc/html/rfc4648#section4Base64Encode
: Base64Encode encodes the received input bytes slice into a base64 string. The implementation follows the RFC4648 standard, which is documented at https://datatracker.ietf.org/doc/html/rfc4648#section4BinaryToDecimal
: BinaryToDecimal() function that will take Binary number as string, and return it's Decimal equivalent as integer.DecimalToBinary
: DecimalToBinary() function that will take Decimal number as int, and return it's Binary equivalent as string.FuzzBase64Encode
: No description provided.HEXToRGB
: HEXToRGB splits an RGB input (e.g. a color in hex format; 0x) into the individual components: red, green and blueIntToRoman
: IntToRoman converts an integer value to a roman numeral string. An error is returned if the integer is not between 1 and 3999.RGBToHEX
: RGBToHEX does exactly the opposite of HEXToRGB: it combines the three components red, green and blue to an RGB value, which can be converted to e.g. HexReverse
: Reverse() function that will take string, and returns the reverse of that string.RomanToInteger
: RomanToInteger converts a roman numeral string to an integer. Roman numerals for numbers outside the range 1 to 3,999 will return an error. Nil or empty string return 0 with no error thrown.
diffiehellman
https://www.youtube.com/watch?v=NmM9HA2MQGI
Package diffiehellman implements DiffieHellman Key Exchange Algorithm for more information watch :Functions:
GenerateMutualKey
: GenerateMutualKey : generates a mutual key that can be used by only alice and bob mutualKey = (shareKey^prvKey)%primeNumberGenerateShareKey
: GenerateShareKey : generates a key using client private key , generator and primeNumber this key can be made public shareKey = (g^key)%primeNumber
dynamic
Package dynamic is a package of certain implementations of dynamically run algorithms.
Functions:
Abbreviation
: Returns true if it is possible to make a equals b (if b is an abbreviation of a), returns false otherwiseBin2
: Bin2 functionCoinChange
: CoinChange finds the number of possible combinations of coins of different values which can get to the target amount.CutRodDp
: CutRodDp solve the same problem using dynamic programmingCutRodRec
: CutRodRec solve the problem recursively: initial approachEditDistanceDP
: EditDistanceDP is an optimised implementation which builds on the ideas of the recursive implementation. We use dynamic programming to compute the DP table where dp[i][j] denotes the edit distance value of first[0..i1] and second[0..j1]. Time complexity is O(m * n) where m and n are lengths of the strings, first and second respectively.EditDistanceRecursive
: EditDistanceRecursive is a naive implementation with exponential time complexity.IsSubsetSum
: No description provided.Knapsack
: Knapsack solves knapsack problem return maxProfitLongestCommonSubsequence
: LongestCommonSubsequence functionLongestIncreasingSubsequence
: LongestIncreasingSubsequence returns the longest increasing subsequence where all elements of the subsequence are sorted in increasing orderLongestIncreasingSubsequenceGreedy
: LongestIncreasingSubsequenceGreedy is a function to find the longest increasing subsequence in a given array using a greedy approach. The dynamic programming approach is implemented alongside this one. Worst Case Time Complexity: O(nlogn) Auxiliary Space: O(n), where n is the length of the array(slice). Reference: https://www.geeksforgeeks.org/constructionoflongestmonotonicallyincreasingsubsequencenlogn/LpsDp
: LpsDp functionLpsRec
: LpsRec functionMatrixChainDp
: MatrixChainDp functionMatrixChainRec
: MatrixChainRec functionMax
: Max function  possible duplicateNthCatalanNumber
: NthCatalan returns the nth Catalan Number Complexity: O(n²)NthFibonacci
: NthFibonacci returns the nth Fibonacci Number
dynamicarray
https://www.geeksforgeeks.org/howdodynamicarrayswork/ Go blog: https://blog.golang.org/slicesintro Go blog: https://blog.golang.org/slices authors Wesllhey Holanda, Milad see dynamicarray.go, dynamicarray_test.go
Package dynamicarray A dynamic array is quite similar to a regular array, but its Size is modifiable during program runtime, very similar to how a slice in Go works. The implementation is for educational purposes and explains how one might go about implementing their own version of slices. For more details check out those links below here: GeeksForGeeks article :Types
DynamicArray
: No description provided.
factorial
Package factorial describes algorithms Factorials calculations.
Functions:
Iterative
: Iterative returns the iteratively brute forced factorial of nRecursive
: Recursive This function recursively computes the factorial of a numberUsingTree
: UsingTree This function finds the factorial of a number using a binary tree
fibonacci
Functions:
Formula
: Formula This function calculates the nth fibonacci number using the formula Attention! Tests for large values fall due to rounding error of floating point numbers, works well, only on small numbersMatrix
: Matrix This function calculates the nth fibonacci number using the matrix method. See
gcd
Functions:
Extended
: Extended simple extended gcdExtendedIterative
: ExtendedIterative finds and returns gcd(a, b), x, y satisfying ax + by = gcd(a, b).ExtendedRecursive
: ExtendedRecursive finds and returns gcd(a, b), x, y satisfying ax + by = gcd(a, b).Iterative
: Iterative Faster iterative version of GcdRecursive without holding up too much of the stackRecursive
: Recursive finds and returns the greatest common divisor of a given integer.TemplateBenchmarkExtendedGCD
: No description provided.TemplateBenchmarkGCD
: No description provided.TemplateTestExtendedGCD
: No description provided.TemplateTestGCD
: No description provided.
genetic
https://en.wikipedia.org/wiki/Genetic_algorithm Author: D4rkia
Package genetic provides functions to work with strings using genetic algorithm.Functions:
GeneticString
: GeneticString generates PopultaionItem based on the imputed target string, and a set of possible runes to build a string with. In order to optimise string generation additional configurations can be provided with Conf instance. Empty instance of Conf (&Conf{}) can be provided, then default values would be set. Link to the same algorithm implemented in python: https://github.com/TheAlgorithms/Python/blob/master/genetic_algorithm/basic_string.py
Types

Conf
: No description provided. 
PopulationItem
: No description provided. 
Result
: No description provided.
geometry
Package geometry contains geometric algorithms
Functions:
Distance
: Distance calculates the shortest distance between two points.IsParallel
: IsParallel checks if two lines are parallel or not.IsPerpendicular
: IsPerpendicular checks if two lines are perpendicular or not.PointDistance
: PointDistance calculates the distance of a given Point from a given line. The slice should contain the coefficiet of x, the coefficient of y and the constant in the respective order.Section
: Section calculates the Point that divides a line in specific ratio. DO NOT specify the ratio in the form m:n, specify it as r, where r = m / n.Slope
: Slope calculates the slope (gradient) of a line.YIntercept
: YIntercept calculates the YIntercept of a line from a specific Point.
Types
graph
https://en.wikipedia.org/wiki/Tree_traversal
Package graph demonstrates Graph search algorithms reference:Functions:
ArticulationPoint
: ArticulationPoint is a function to identify articulation points in a graph. The function takes the graph as an argument and returns a boolean slice which indicates whether a vertex is an articulation point or not. Worst Case Time Complexity: O(V + E) Auxiliary Space: O(V) reference: https://en.wikipedia.org/wiki/Biconnected_component and https://cptalks.quora.com/CutVertexArticulationpointBreadthFirstSearch
: BreadthFirstSearch is an algorithm for traversing and searching graph data structures. It starts at an arbitrary node of a graph, and explores all of the neighbor nodes at the present depth prior to moving on to the nodes at the next depth level. Worstcase performance O(V+E)=O(b^{d})}O(V+E)=O(b^{d}) Worstcase space complexity O(V)=O(b^{d})}O(V)=O(b^{d}) reference: https://en.wikipedia.org/wiki/Breadthfirst_searchDepthFirstSearch
: No description provided.DepthFirstSearchHelper
: No description provided.FloydWarshall
: FloydWarshall Returns all pair's shortest path using Floyd Warshall algorithmGetIdx
: No description provided.KruskalMST
: KruskalMST will return a minimum spanning tree along with its total cost to using Kruskal's algorithm. Time complexity is O(m * log (n)) where m is the number of edges in the graph and n is number of nodes in it.LowestCommonAncestor
: For each node, we will precompute its ancestor above him, its ancestor two nodes above, its ancestor four nodes above, etc. Let's calljump[j][u]
is the2^j
th ancestor above the nodeu
withu
in range[0, numbersVertex)
,j
in range[0,MAXLOG)
. These information allow us to jump from any node to any ancestor above it inO(MAXLOG)
time.New
: Constructor functions for graphs (undirected by default)NewDSU
: NewDSU will return an initialised DSU using the value of n which will be treated as the number of elements out of which the DSU is being madeNewTree
: No description provided.NotExist
: No description provided.Topological
: Assumes that graph given is valid and possible to get a topo ordering. constraints are array of []int{a, b}, representing an edge going from a to b
Types

DisjointSetUnion
: No description provided. 
DisjointSetUnionElement
: No description provided. 
Edge
: No description provided. 
Graph
: No description provided. 
Item
: No description provided. 
Query
: No description provided. 
Tree
: No description provided. 
TreeEdge
: No description provided. 
WeightedGraph
: No description provided.
hashmap
Functions:
Make
: Make creates a new HashMap instance with input size and capacityNew
: New return new HashMap instance
Types
HashMap
: No description provided.
lcm
Functions:
Lcm
: Lcm returns the lcm of two numbers using the fact that lcm(a,b) * gcd(a,b) =  a * b 
linkedlist
Package linkedlist demonstrates different implementations on linkedlists.
Functions:
JosephusProblem
: https://en.wikipedia.org/wiki/Josephus_problem This is a structbased solution for Josephus problem.NewCyclic
: Create new list.NewDoubly
: No description provided.NewNode
: Create new node.NewSingly
: NewSingly returns a new instance of a linked list
Types

Cyclic
: No description provided. 
Doubly
: No description provided. 
Node
: No description provided. 
Singly
: No description provided. 
testCase
: No description provided.
math
Package math is a package that contains mathematical algorithms and its different implementations.
Functions:
Abs
: Abs returns absolute valueCombinations
: C is Binomial Coefficient function This function returns C(n, k) for given n and kCos
: Cos returns the cosine of the radian argument x. See more Based on the idea of Bhaskara approximation of cos(x)DefaultPolynomial
: DefaultPolynomial is the commonly used polynomial g(x) = (x^2 + 1) mod nFindKthMax
: FindKthMax returns the kth large element given an integer slice with nilerror
if found and returns 1 witherror
search.ErrNotFound
if not found. NOTE: Thenums
slice gets mutated in the process.FindKthMin
: FindKthMin returns kth small element given an integer slice with nilerror
if found and returns 1 witherror
search.ErrNotFound
if not found. NOTE: Thenums
slice gets mutated in the process.IsPerfectNumber
: Checks if inNumber is a perfect numberIsPowOfTwoUseLog
: IsPowOfTwoUseLog This function checks if a number is a power of two using the logarithm. The limiting degree can be from 0 to 63. See alternatives in the binary package.Lerp
: Lerp or Linear interpolation This function will return new value in 't' percentage between 'v0' and 'v1'LiouvilleLambda
: Lambda is the liouville function This function returns λ(n) for given numberMean
: No description provided.Median
: No description provided.Mode
: No description provided.Mu
: Mu is the Mobius function This function returns μ(n) for given numberPhi
: Phi is the Euler totient function. This function computes the number of numbers less then n that are coprime with n.PollardsRhoFactorization
: PollardsRhoFactorization is an implementation of Pollard's rho factorization algorithm using the default parameters x = y = 2Sin
: Sin returns the sine of the radian argument x. See moreSumOfProperDivisors
: Returns the sum of proper divisors of inNumber.
max
Functions:
Bitwise
: Bitwise computes using bitwise operator the maximum of all the integer input and returns itInt
: Int is a function which returns the maximum of all the integers provided as arguments.
maxsubarraysum
Package maxsubarraysum is a package containing a solution to a common problem of finding max contiguous sum within a array of ints.
Functions:
MaxSubarraySum
: MaxSubarraySum returns the maximum subarray sum
min
Functions:
Bitwise
: Bitwise This function returns the minimum integer using bit operationsInt
: Int is a function which returns the minimum of all the integers provided as arguments.
modular
Functions:
Exponentiation
: Exponentiation returns base^exponent % modInverse
: Inverse Modular functionMultiply64BitInt
: Multiply64BitInt Checking if the integer multiplication overflows
nested
Package nested provides functions for testing strings proper brackets nesting.
Functions:
IsBalanced
: IsBalanced returns true if provided input string is properly nested. Input is a sequence of brackets: '(', ')', '[', ']', '{', '}'. A sequence of bracketss
is considered properly nested if any of the following conditions are true: s
is empty; s
has the form (U) or [U] or {U} where U is a properly nested string; s
has the form VW where V and W are properly nested strings. For example, the string "()()[()]" is properly nested but "[(()]" is not. Note Providing characters other then brackets would return false, despite brackets sequence in the string. Make sure to filter input before usage.
palindrome
Functions:
IsPalindrome
: No description provided.IsPalindromeRecursive
: No description provided.
parenthesis
Functions:
Parenthesis
: parcounter will be 0 if all open parenthesis are closed correctly
pascal
Functions:
GenerateTriangle
: GenerateTriangle This function generates a Pascal's triangle of n lines
password
Package password contains functions to help generate random passwords
Functions:
Generate
: Generate returns a newly generated password
permutation
Functions:
GenerateElementSet
: No description provided.Heaps
: Heap's Algorithm for generating all permutations of n objects
pi
red_byte see spigotpi.go
spigotpi_test.go description: Test for Spigot Algorithm for the Digits of Pi author(s)Functions:
MonteCarloPi
: No description provided.MonteCarloPiConcurrent
: MonteCarloPiConcurrent approximates the value of pi using the Monte Carlo method. Unlike the MonteCarloPi function (first version), this implementation uses goroutines and channels to parallelize the computation. More details on the Monte Carlo method available at https://en.wikipedia.org/wiki/Monte_Carlo_method. More details on goroutines parallelization available at https://go.dev/doc/effective_go#parallel.Spigot
: No description provided.
polybius
https://en.wikipedia.org/wiki/Polybius_square#Hybrid_Polybius_Playfair_Cipher
Package polybius is encrypting method with polybius square ref:Functions:
NewPolybius
: NewPolybius returns a pointer to object of Polybius. If the size of "chars" is longer than "size", "chars" are truncated to "size".
Types
Polybius
: No description provided.
power
Functions:
IterativePower
: IterativePower is iterative O(logn) function for pow(x, y)RecursivePower
: RecursivePower is recursive O(logn) function for pow(x, y)RecursivePower1
: RecursivePower1 is recursive O(n) function for pow(x, y)UsingLog
: No description provided.
prime
Functions:
Factorize
: Factorize is a function that computes the exponents of each prime in the prime factorization of nGenerate
: Generate returns a int slice of prime numbers up to the limitGenerateChannel
: Generate generates the sequence of integers starting at 2 and sends it to the channelch
MillerRabinDeterministic
: MillerRabinDeterministic is a Deterministic version of the MillerRabin test, which returns correct results for all valid int64 numbers.MillerRabinProbabilistic
: MillerRabinProbabilistic is a probabilistic test for primality of an integer based of the algorithm devised by Miller and Rabin.MillerRandomTest
: MillerRandomTest This is the intermediate step that repeats within the miller rabin primality test for better probabilitic chances of receiving the correct result with random witnesses.MillerTest
: MillerTest tests whether num is a strong probable prime to a witness. Formally: a^d ≡ 1 (mod n) or a^(2^r * d) ≡ 1 (mod n), 0 <= r <= sMillerTestMultiple
: MillerTestMultiple is like MillerTest but runs the test for multiple witnesses.OptimizedTrialDivision
: OptimizedTrialDivision checks primality of an integer using an optimized trial division method. The optimizations include not checking divisibility by the even numbers and only checking up to the square root of the given number.Sieve
: Sieve Sieving the numbers that are not prime from the channel  basically removing them from the channelsTrialDivision
: TrialDivision tests whether a number is prime by trying to divide it by the numbers less than it.Twin
: This function returns twin prime for given number returns (n + 2) if both n and (n + 2) are prime 1 otherwise
pythagoras
Functions:
Distance
: Distance calculates the distance between to vectors with the Pythagoras theorem
Types
Vector
: No description provided.
queue
Functions:
BackQueue
: BackQueue return the Back valueDeQueue
: DeQueue it will be removed the first value that added into the listEnQueue
: EnQueue it will be added new value into our listFrontQueue
: FrontQueue return the Front valueIsEmptyQueue
: IsEmptyQueue check our list is empty or notLenQueue
: LenQueue will return the length of the queue list
Types
rot13
https://en.wikipedia.org/wiki/ROT13
Package rot13 is a simple letter substitution cipher that replaces a letter with the 13th letter after it in the alphabet. ref:Functions:
FuzzRot13
: No description provided.
rsa
Package rsa shows a simple implementation of RSA algorithm
Functions:
Decrypt
: Decrypt decrypts encrypted rune slice based on the RSA algorithmEncrypt
: Encrypt encrypts based on the RSA algorithm  uses modular exponentitation in math directory
search
Functions:
BoyerMoore
: Implementation of boyer moore string search O(l) where l=len(text)Naive
: Implementation of naive string search O(n*m) where n=len(txt) and m=len(pattern)
segmenttree
Functions:
NewSegmentTree
: No description provided.
Types
SegmentTree
: No description provided.
set
package set implements a Set using a golang map. This implies that only the types that are accepted as valid map keys can be used as set elements. For instance, do not try to Add a slice, or the program will panic.
Functions:
New
: New gives new set.
sha256
Functions:
Hash
: Hash hashes the input message using the sha256 hashing function, and return a 32 byte array. The implementation follows the RGC6234 standard, which is documented at https://datatracker.ietf.org/doc/html/rfc6234
sort
Package sort a package for demonstrating sorting algorithms in Go
Functions:
Bubble
: Bubble is a simple generic definition of Bubble sort algorithm.Bucket Sort
: Bucket Sort works with the idea of distributing the elements of an array into a number of buckets. Each bucket is then sorted individually, either using a different sorting algorithm, or by recursively applying the bucket sorting algorithm.Comb
: Comb is a simple sorting algorithm which is an improvement of the bubble sorting algorithm.Count
: No description provided.Exchange
: No description provided.HeapSort
: No description provided.ImprovedSimple
: ImprovedSimple is a improve SimpleSort by skipping an unnecessary comparison of the first and last. This improved version is more similar to implementation of insertion sortInsertion
: No description provided.Merge
: Merge Perform merge sort on a sliceMergeIter
: No description provided.Pancake Sort
: Pancake Sort is a sorting algorithm that is similar to selection sort that reverses elements of an array. The Pancake Sort uses the flip operation to sort the array.ParallelMerge
: ParallelMerge Perform merge sort on a slice using goroutinesPartition
: No description provided.Patience
: No description provided.Pigeonhole
: Pigeonhole sorts a slice using pigeonhole sorting algorithm. NOTE: To maintain time complexity O(n + N), this is the reason for having only Integer constraint instead of Ordered.Quicksort
: Quicksort Sorts the entire arrayQuicksortRange
: QuicksortRange Sorts the specified range within the arrayRadixSort
: No description provided.Selection
: No description provided.Shell
: No description provided.Simple
: No description provided.
Types
MaxHeap
: No description provided.
stack
Types
strings
Package strings is a package that contains all algorithms that are used to analyse and manipulate strings.
Functions:
CountChars
: CountChars counts the number of a times a character has occurred in the provided string argument and returns a map withrune
as keys and the count as value.
transposition
Functions:
Types

KeyMissingError
: No description provided. 
NoTextToEncryptError
: No description provided.
tree
https://en.wikipedia.org/wiki/Binary_search_tree authors guuzaa
For more details check out those links below here: Wikipedia article:Functions:
NewAVL
: NewAVL create a novel AVL treeNewBinarySearch
: NewBinarySearch create a novel BinarySearch treeNewRB
: Create a new RedBlack Tree
Types

AVL
: No description provided. 
BinarySearch
: No description provided. 
Node
: No description provided. 
RB
: No description provided.
trie
https://en.wikipedia.org/wiki/Trie
Package trie provides Trie data structures in golang. Wikipedia:Functions:
NewNode
: NewNode creates a new Trie node with initialized children map.
Types
Node
: No description provided.
xor
https://en.wikipedia.org/wiki/XOR_cipher
Package xor is an encryption algorithm that operates the exclusive disjunction(XOR) ref:Functions:
Decrypt
: Decrypt decrypts with Xor encryptionEncrypt
: Encrypt encrypts with Xor encryption after converting each character to byte The returned value might not be readable because there is no guarantee which is within the ASCII range If using other type such as string, []int, or some other types, add the statements for converting the type to []byte.FuzzXOR
: No description provided.