Thehunk1206/Classical-ML-Algorithms

Collection of some classical Machine learning Algorithms.

Classical-ML-Algorithms.

1. Kmeans Clustering

2. Singular Value Decomposition (SVD)

3. Principal Component Analysis (PCA)

4. K-Nearest Neighbour Classifier (KNN)

5. Linear Regression using Gradient Descent (L2 Regularized)

6. Logistic Regression using Gradient Descent (L2 Regularize)

7. Support Vector Mahine using Lagrangian Multipliers(with Linear, Polynomial, RBF(Radial Basis Function) kernels)