nasreen-ahmed/ml-algorithms

Repository of Machine learning Algorithms Implemented from scratch

ml-agorithms

Algorithm	Link
Supervised - Additive Models
Regression	Linear Regression
Regression	Polynomial Interpolation
Regression	Polynomial Regression
Regression	Regression Tree
Classification	Logistic Regression
Classification	Linear Discriminant Analysis
Classification	Decision Classification Tree
Supervised - Ensemble Models
Ensembled Learing	Random Forest
Ensembled Learing	XGBoost
Ensembled Learing	Gradient Boost
Unsupervised
Unsupervised Learning	PCA
Unsupervised Learning	SVD Technique
Unsupervised Learing	Clustering
Gaussian Mixture Model	Expectation Maximization[EM]