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A set of examples of linear regression, L2 norm regularization, and k-fold cross validation using just numpy.

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Linear and Polynomial Regression

A small project where I perform linear and polynomial regression on a dataset of linear data.

Getting Started

These instructions will get you a copy of the project up and running on your local machine for development and testing purposes.

Installing

$ pip3 install virtual env
$ virtualenv -p python3 env
$ source env/bin/activate
$ pip3 install requirements.txt
$ python3 regression.ipynb
If you want to use jupyter notebook
$ jupyter notebook

Thank you

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A set of examples of linear regression, L2 norm regularization, and k-fold cross validation using just numpy.

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