Plug-and-play malware detector framework
Project description
maldet
Plug-and-play framework for building and shipping malware detectors. Six composable layers (reader / feature / model / trainer / evaluator / predictor) connected by runtime-checkable Protocols, a framework-owned CLI (maldet run|describe|check|scaffold), Hydra-based configuration with CLI overrides and multirun sweeps, and unified support for scikit-learn and PyTorch Lightning. Built to run on the lolday malware-detection platform and standalone.
Install
pip install maldet # core
pip install maldet[lightning] # add PyTorch Lightning engine
pip install maldet[mlflow] # add MLflow experiment tracking
pip install maldet[all] # everything
Quickstart
See docs.
License
MIT.
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