Installation

Prerequisites

The geometric-smote package requires the following dependencies:

  • numpy (>=1.11)
  • scipy (>=0.17)
  • scikit-learn (>=0.21)
  • imbalanced-learn (>=0.4.3)

Install

geometric-smote is currently available on the PyPi’s reporitories and you can install it via pip:

pip install -U geometric-smote

The package is released also in Anaconda Cloud platform:

conda install -c algowit geometric-smote

If you prefer, you can clone it and run the setup.py file. Use the following commands to get a copy from Github and install all dependencies:

git clone https://github.com/AlgoWit/geometric-smote.git
cd geometric-smote
pip install .

Or install using pip and GitHub:

pip install -U git+https://github.com/AlgoWit/geometric-smote.git