ebsl 0.1.0

The ensemble binomial subjective logic framework

Introduction

The ebsl is a Python module implementing the Ensemble Binomial Subjective Logic framework, a binary ensemble classifier (based on subjective logic) that provides dynamic weighting.

The C++ extension is documented here.

Installation

The EBSL framework is installable using pip. Simply run pip install ebsl. The instructions below are for building from source.

Dependencies

• Python (>= 3.12)
• Numpy (>= 2.0)
• Pandas

You will also need a C++20 compliant compiler to compile the C++ extension and cmake.

Building using pip

Clone the repository and move into its directory:

git clone --recurse-submodules https://github.com/a-h-ismail/ebsl-ids.git
cd ebsl-ids

Then install using pip:

pip install .

The extension will be automatically built and installed globally. Adapt the command as needed for virtual environments.