alpaca

Package for active learning and uncertainty quantification in neural nets.

Installation

You can install the package via pip

pip install alpaca-ml

Code examples

Tutorial are available as example notebooks in examples folder.

[Uncertainty for classification task](examples/classification_uq.ipynb)
[Uncertainty for regression task](examples/regression_uq.ipynb)
[Active learning on regression](examples/active_learning.ipynb)
[Uncertainty visualization](examples/visualization.ipynb)