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This Repository contains all the files related to regression algorithms. In every file EDA and Implementation of particular regression model is done. it also contain some solved assignments of each algorithm. All files are in ipynb format.

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ShubhamShindee/ML-Regression-Algorithm

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Dataset
Dataset
 
 
Assignment MLR on Housing Data .ipynb
Assignment MLR on Housing Data .ipynb
 
 
Assignment PR on Bodyfat Dataset.ipynb
Assignment PR on Bodyfat Dataset.ipynb
 
 
Assignment LR for Predicting Student Scores..ipynb
Assignment LR for Predicting Student Scores..ipynb
 
 
Assignment Wine Quality Analysis By LR,Ridge,Lasso,ElasticNet.ipynb
Assignment Wine Quality Analysis By LR,Ridge,Lasso,ElasticNet.ipynb
 
 
Assumptions of Linear Regression .ipynb
Assumptions of Linear Regression .ipynb
 
 
Detect and Removal Multicollinearity.ipynb
Detect and Removal Multicollinearity.ipynb
 
 
ElasticNet and ElasticNetCV on Housing Dataset.ipynb
ElasticNet and ElasticNetCV on Housing Dataset.ipynb
 
 
Linear Regression on Manual Data.ipynb
Linear Regression on Manual Data.ipynb
 
 
Linear Regression on Salary Data.ipynb
Linear Regression on Salary Data.ipynb
 
 
Linear Regression with Pipeline.ipynb
Linear Regression with Pipeline.ipynb
 
 
MLR & PR on Boston Housing Data.ipynb
MLR & PR on Boston Housing Data.ipynb
 
 
Multiple Linear Regression on Bodyfat Dataset.ipynb
Multiple Linear Regression on Bodyfat Dataset.ipynb
 
 
Polynomial Regression.ipynb
Polynomial Regression.ipynb
 
 
README.md
README.md
 
 
Regression Theory Information.ipynb
Regression Theory Information.ipynb
 
 
Regression Theory Information.pdf
Regression Theory Information.pdf
 
 
Ridge Lasso.ipynb
Ridge Lasso.ipynb
 
 

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        This Repository contains all the files related to regression algorithms. In every file EDA and Implementation of particular regression model is done. it also contain some solved assignments of each algorithm. All files are in ipynb format.
      


    
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  linear-regression

      
  ridge-regression

      
  polynomial-regression

      
  elastic-net

      
  lasso-regression

      
  multilinear-regression

  


    


    
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