GitHub - ShubhamShindee/ML-Regression-Algorithm: 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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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.

elastic-net lasso-regression linear-regression multilinear-regression polynomial-regression ridge-regression

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Name		Name	Last commit message	Last commit date
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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