Metadata-Version: 2.1
Name: concentration_lib
Version: 0.2.0
Summary: Library for concentration bounds
Home-page: https://github.com/sauxpa/concentration_lib
Author: Patrick Saux
Author-email: patrick.saux@ginria.fr
Requires-Python: >=3.6
Description-Content-Type: text/markdown
License-File: LICENSE

# Concentration bounds library

* concentration_bounds: fixed sample size confidence bounds on the mean.
* concentration_variance_bounds: fixed sample size confidence bounds on the standard deviation.
* empirical_concentration_bounds: fixed sample size confidence bounds with data-dependent estimators rather than fixed parameters (e.g the variance in Bernstein bound is estimated from the data instead of being prior knowledge).

To install : pip install concentration_lib https://pypi.org/project/concentration-lib/

To test : python -m pytest
