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A polynomial regression model implemented from scratch and hyperparameter tuning on a univariate dataset as an assignment for course CS F320 Foundations of Data Science

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Did data preprocessing and visualization on a univariate dataset, built polynomial regression models from degree 1 to 9 on the dataset and compared performance over the various degrees, did hyperparameter tuning over a set of learning rates and regularization strengths and made 3d plots showing the performance.

AUTHOR: DEBANGSHU PATNAIK

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A polynomial regression model implemented from scratch and hyperparameter tuning on a univariate dataset as an assignment for course CS F320 Foundations of Data Science

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