DIRECTORY.md

Association Algorithms

• Apriori

Biomedical

• Chi Square Tests
• Correlation Analysis
• Mann Whitney U Test
• T Tests Comprehensive
• Wilcoxon Signed Rank Test

Classification Algorithms

• Decision Tree
• Gradient Boosting Algorithms
• Knn
• Light Gbm
• Logistic Regression
• Logistic Regression 2
• Naive Bayes
• Random Forest
• Svm
• Xgboost

Clustering Algorithms

• Dbscan Clustering
• Gmm
• Heirarchical Clustering
• K Means
• Kmeans Clustering
• Kmeans Raw R
• Pam

Data Manipulation

• Label Encode
• One Hot Encode
• Shorten.Vector

Data Preprocessing

• Data Normalization Standardization
• Data Processing
• Dimensionality Reduction Algorithms
• K Folds
• Lasso

Data Structures

• Binary Search Tree
• Stack
  • Stack Operations
• Queue
  • Queue Operations

Dynamic Programming

• 0
  • 0
    • 1 Knapsack Problem
  • 1 Knapsack Problem
• Coin Change
• Longest Common Subsequence
• Longest Increasing Subsequence
• Matrix Chain Multiplication
• Minimum Path Sum
• Subset Sum

Graph Algorithms

• Bellman Ford Shortest Path
• Breadth First Search
• Bridge Detector
• Depth First Search
• Dijkstra Shortest Path
• Floyd Warshall
• Johnson Shortest Paths
• Kosaraju Scc

Linked List Algorithms

• Circular Linked List
• Doubly Linked List
• Singly Linked List
• Two-Pointer Technique (Fast and Slow Pointers)

Machine Learning

• Gradient Boosting

Mathematics

• Amicable Numbers
• Armstrong Number
• Bisection Method
• Catalan Numbers
• Euclidean Distance
• Extended Euclidean Algorithm
• Factorial
• Fibonacci
• First N Fibonacci
• Greatest Common Divisor
• Palindrome Check
• Josephus Problem
• Least Common Multiple
• Modular Exponentiation
• Newton Raphson Method
• Perfect Number
• Perfect Square
• Permutation Calculation
• Pi Monte Carlo
• Prime
• Sieve Of Eratosthenes

Quantitative Finance

• Black Scholes Option Pricing
• Kalman Filter
• Markowitz Portfolio Optimization
• Monte Carlo Simulation
• Risk Metrics
• Time Series Analyzer

Regression Algorithms

• Ann
• Anova Oneway
• Linear Regression
• Linearregressionrawr
• Multiple Linear Regression

Searches

• Binary Search
• Jump Search
• Linear Search
• Rabin.Karp.String.Search
• Ternary.Search
• Z.Algorithm.Search

Sorting Algorithms

• Binary Insertion Sort
• Bubble Sort
• Bucket Sort
• Cocktail Sort
• Comb Sort
• Counting Sort
• Cycle Sort
• Gnome Sort
• Heap Sort
• Insertion Sort
• Merge Sort
• Odd Even Sort
• Pancake Sort
• Patience Sort
• Quick Sort
• Radix Sort
• Selection Sort
• Shell Sort
• Stooge Sort
• Strand Sort
• Tim Sort
• Topological Sort
• Wiggle Sort

String Manipulation

• Burrows
• Findpalindrome
• Hamming Distance
• Is.Anagram
• Is.Lower
• Is.Uppercase
• Kmp String Matching
• Levenshtein
• Longest.Palindromic.Subsequence
• Longest.Substring.No.Repeat
• Manacher.Longest.Palindrome
• Maskwords
• Min.Palindromic.Insert
• Minimum.Window.Substring
• Rearrangeways
• Shortest.Common.Supersequence
• Unique.Letters.Count