Metadata-Version: 2.1
Name: alpaca-ml
Version: 0.8.1
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
        ![alpaca_logo](examples/figures/alpaca.png)
        
        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)
        
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
