Metadata-Version: 2.1
Name: alpaca-ml
Version: 0.9.2
Summary: Active learning utilities for machine learning applications
Home-page: https://github.com/stat-ml/alpaca
Author: Maxim Panov and Evgenii Tsymbalov and Kirill Fedyanin
Author-email: k.fedyanin@skoltech.ru
License: Apache License 2.0
Description: alpaca
        ======
        
        .. image:: https://raw.githubusercontent.com/stat-ml/alpaca/master/images/alpaca.png
        
        Package for active learning and uncertainty quantification in neural nets.
        
        Installation
        ------------
        
        You can install the package via pip
        
        .. code-block:: bash
        
            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)
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.5
Description-Content-Type: text/markdown
