Linear-Models-in-ML

This repo implements Linear Regression, Ridge regression, Lasso Regression, Polynomial regression and Logistic Regression models from scratch in Python.

Please read this @rangavamsi5/linear-regression-models-in-machine-learning-e8e20bf3a974">blog which talks about linear, ridge and lasso regressions and this @rangavamsi5/logistic-regression-6d2ee14de50e">blog for Logistic Regression.

Installations

```

Create and activate new virtual environment (optional)

python -m venv lm-venv
source lm-venv/bin/activate

To deactivate virtual environment knn

deactivate

Install requirements

pip install -r requirements.txt