/paysim-sklearn

Fraud detection in synthetic dataset using scikit-learn for UTP course IS9D3 HPC

Primary LanguageJupyter NotebookMIT LicenseMIT

Fraud detection in synthetic financial dataset

Classification of fraudulent transactions using a synthetic dataset generated using the simulator called PaySim.

Dataset

Synthetic Financial Datasets For Fraud Detection

Usage

You should have virtualenv installed. Clone the repository and create a Python environment with

  virtualenv env

Install all dependencies

  env/bin/pip install -r requirements.txt

It might be necessary to give execution permission to the Python files with chmod +x. It is assumed that you've unzipped the dataset and you've renamed it to data.csv. To run a file (e.g. visualize.py) do

  ./visualize.py