LSSVM: Python implementation of Least Squares Support Vector Machine for classification on CPU (NumPy) and GPU (PyTorch).

This repository contains a Jupyter Notebook with a python implementation of Least Squares Support Vector Machine (LSSVM) on CPU and GPU, you can find a bit of theory and the implementation on it. For a more enjoyable view of the notebook: https://nbviewer.jupyter.org/github/RomuloDrumond/LSSVM/blob/master/LSSVM.ipynb

To install dependencies run pip install -r requirements.txt on the main directory.