INF367 Project 1

Implementation and testing of Isolation Forest anomaly detection method

Solution

Project assigment and are in Project 1.ipynb jupyter notebook.

Prerequisities

• python >=3.7
• python venv/virtualenv library
• python libraries specified in requiriments.txt

Commands for installing & running the notebook

• Creating and activating python virtual enviroment

$ python -m virtualenv venv # python -m venv venv
$ source venv/bin/activate

• Installing python libraries and ipykernel for jupyter notebook

[venv]$ pip install -r requiriments.txt
[venv]$ python -m ipykernel install --user --name inf367-project-1 --display-name "INF367 Project 1"

• Unziping data and running the notebook

[venv]$ unzip credit-card-fraud.zip
[venv]$ jupyter notebook