hxu47 / Linear-Regression-from-Scratch

Implementation of Regularized Linear and Logistic Regression with Gradient Descent from scratch.

Home Page:https://github.com/hxu47/Linear-Regression-from-Scratch

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Linear Regression

In this project, I implemented three models from scratch:

  • Rrdinary least squares (OLS) regression
  • L2 regularization for regression
  • Logistic regression.

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Implementation of Regularized Linear and Logistic Regression with Gradient Descent from scratch.

https://github.com/hxu47/Linear-Regression-from-Scratch


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