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

github.com/hxu47/linear-regression-from-scratch

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Name		Name	Last commit message	Last commit date
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README.md		README.md
Regression.ipynb		Regression.ipynb
linreg.pdf		linreg.pdf
linreg.py		linreg.py
results.txt		results.txt
test_class.py		test_class.py
test_regr.py		test_regr.py

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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.

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

linear-regression logistic-regression regularization gradient-descent

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