/Regression-Models

Implemented different regression models without using scikit learn functionalities during model building process

Primary LanguageJupyter Notebook

For single feature models : Implemented single feature linear regression model and single feature polynomial regression model.

For multi-feature models : Implemented multi-feature polynomial model using explicit solution. Iterative solution using Stochastic Gradient descent and solved dual problem using Gaussian Kernel Function.