Implementation and testing of Isolation Forest anomaly detection method
Project assigment and are in Project 1.ipynb jupyter notebook.
- python >=3.7
- python venv/virtualenv library
- python libraries specified in
requiriments.txt
- 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