prototorch_models/README.md

ProtoTorch Models

Pre-packaged prototype-based machine learning models using ProtoTorch and PyTorch-Lightning.

Installation

To install this plugin, simple install ProtoTorch first by following the installation instructions there and then install this plugin by doing:

git clone https://github.com/si-cim/prototorch_models.git && cd prototorch_models
pip install -e .

The plugin should then be available for use in your Python environment as prototorch.models.

Available models

• GLVQ
• GMLVQ
• Local-Matrix GMLVQ
• Limited-Rank GMLVQ
• GTLVQ
• RSLVQ
• PLVQ
• LVQMLN
• CBC