/ml-algorithms

Repository of Machine learning Algorithms Implemented from scratch

Primary LanguageJupyter Notebook

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]