airalcorn2 / logistic-regression

The code and slides for my "Logistic Regression in scikit-learn" presentation.

Logistic Regression in scikit-learn

This repository contains the code for the "Logistic Regression in scikit-learn" presentation I gave for the Data Science Society at Auburn University. The slides for the presentation can be found here.

Cloning the repository

git clone https://github.com/airalcorn2/logistic-regression.git

Setting up the virtual environment

See here for a short intro to virtual environments.

cd logistic-regression
python3 -m venv logistic-regression
source logistic-regression/bin/activate

Installing the necessary Python packages

pip3 install -r requirements.txt

Running the machine learning script

python3 lr_sklearn.py

Running the statistics script

python3 lr_statsmodels.py