Package for active learning and uncertainty quantification in neural nets.
You can install the package via pip
pip install alpaca-ml
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)