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Regression analysis

This repository consists of algorithms related to regression

Objective

is to develop a holistic understanding of regression analysis and to synergize my theoratical understanding with practical implementations. I have worked extensively on

  • Simple linear regression
  • Multiple linear regression
  • Polynomial regression
  • Support vector regression
  • Decision tree regressopn
  • Random forest regression

Tools

  • Python(numpy , pandas , Scikit-learn)