Energy-based Flow Classifier

This package implements the Energy-based Flow Classifier, a new machine learning algorithm developed in the context of network applications. To use EFC, first you need to install it.

Dependencies

EFC package requires:

• Python (>= 3.8)

• Cython (>= 0.29)

• NumPy (>= 1.21.4)

• Scikit-learn (>= 1.0.1)

• joblib (>= 1.1.0)

• threadpoolctl (>= 3.0.0)

Installation from source

Currently, EFC can only be installed from source via its github repository:

>>> git clone https://github.com/EnergyBasedFlowClassifier/EFC-package
... cd EFC-package
... pip install -r requirements.txt
... pip install .