dapladoc / alpaca

Library for active learning and uncertainty estimation in machine learning

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)