heatdh / miug-proj

MIUG-Proj

Project description

The project is about basic machine learning methods and fairness in machine learning. We would like to see the whole process of building a model: preprocessing, training, cross-validation and testing. The provided dataset is a subset of the North Carolina Policing Dataset ( will be updated gradualy)

Getting starting

Installing project required packages

In order to avoid compatibility issues we highly recommend creating a virtual environment for the project
On Windows

py -m venv <name_of_virtualenv>
//activate it 
<name_of_virtualenv>\Scripts\activate.bat

on linux

python3 -m venv <name_of_virtualenv>
source <name_of_virtualenv>/bin/activate

Install the required packages after activating your venv (need to navigate first to your project root if your venv is somewhere else ):

pip install -r requirements.txt

Note

You can use anaconda if you prefer using a gui to install the pacakges but we don't recommend that as using command line and pip package manager will be probably more needed in your future projects. (for installing the requirements same command can be used)