DIRECTORY.md

Association Algorithms

• Apriori

Classification Algorithms

• Decision Tree
• Gradient Boosting Algorithms
• Knn
• Lasso
• Light Gbm
• 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

Data Preprocessing

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

Mathematics

• Amicable Numbers
• Armstrong Number
• Bisection Method
• Euclidean Distance
• Factorial
• Fibonacci
• First N Fibonacci
• Hamming Distance
• Josephus Problem
• Perfect Number
• Perfect Square
• Pi Monte Carlo
• Prime

Regression Algorithms

• Ann
• Gradient Boosting Algorithms
• Knn
• Light Gbm
• Linear Regression
• Linearregressionrawr
• Logistic Regression
• Logistic Regression 2
• Multiple Linear Regression

Searches

• Binary Search
• Linear Search

Sorting Algorithms

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