├── .gitignore ├── LICENSE ├── NOTICE ├── README.md ├── data └── cmapss.tar.gz ├── datasets ├── __init__.py └── cmapss.py ├── environment.yml ├── models ├── __init__.py ├── conv2pool2.py └── dense3.py ├── run_experiments.py ├── train_bbb.py ├── train_bp.py ├── train_svgd.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lucadellalib/bdl-rul-svgd/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lucadellalib/bdl-rul-svgd/HEAD/LICENSE -------------------------------------------------------------------------------- /NOTICE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lucadellalib/bdl-rul-svgd/HEAD/NOTICE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lucadellalib/bdl-rul-svgd/HEAD/README.md -------------------------------------------------------------------------------- /data/cmapss.tar.gz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lucadellalib/bdl-rul-svgd/HEAD/data/cmapss.tar.gz -------------------------------------------------------------------------------- /datasets/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lucadellalib/bdl-rul-svgd/HEAD/datasets/__init__.py -------------------------------------------------------------------------------- /datasets/cmapss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lucadellalib/bdl-rul-svgd/HEAD/datasets/cmapss.py -------------------------------------------------------------------------------- /environment.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lucadellalib/bdl-rul-svgd/HEAD/environment.yml -------------------------------------------------------------------------------- /models/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lucadellalib/bdl-rul-svgd/HEAD/models/__init__.py -------------------------------------------------------------------------------- /models/conv2pool2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lucadellalib/bdl-rul-svgd/HEAD/models/conv2pool2.py -------------------------------------------------------------------------------- /models/dense3.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lucadellalib/bdl-rul-svgd/HEAD/models/dense3.py -------------------------------------------------------------------------------- /run_experiments.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lucadellalib/bdl-rul-svgd/HEAD/run_experiments.py -------------------------------------------------------------------------------- /train_bbb.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lucadellalib/bdl-rul-svgd/HEAD/train_bbb.py -------------------------------------------------------------------------------- /train_bp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lucadellalib/bdl-rul-svgd/HEAD/train_bp.py -------------------------------------------------------------------------------- /train_svgd.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lucadellalib/bdl-rul-svgd/HEAD/train_svgd.py -------------------------------------------------------------------------------- /utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lucadellalib/bdl-rul-svgd/HEAD/utils.py --------------------------------------------------------------------------------