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Update future.rst
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CyrilJl authored Jun 9, 2024
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Expand Up @@ -5,7 +5,7 @@ What's New ?

Version 0.4.1 (June 9, 2024)
~~~~~~~~~~~~~~~~~~~~~~~~~~~~
- Improved numerical stability of the ``BatchMean``'s algorithm, based on `Numerically Stable Parallel Computation of (Co-)Variance by Schubert and Gertz<https://ds.ifi.uni-heidelberg.de/files/Team/eschubert/publications/SSDBM18-covariance-authorcopy.pdf>`_
- Improved numerical stability of the ``BatchMean``'s algorithm, based on `Numerically Stable Parallel Computation of (Co-)Variance by Schubert and Gertz <https://ds.ifi.uni-heidelberg.de/files/Team/eschubert/publications/SSDBM18-covariance-authorcopy.pdf>`_


Future Plans
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- Implementing shape checks
- Adding a ``dtype`` argument for better control of the underlying arrays

If you have any suggestions or would like to contribute to the development of BatchStats, please feel free to reach out to the maintainers or submit a pull request on the GitHub repository.
If you have any suggestions or would like to contribute to the development of BatchStats, please feel free to reach out to the maintainers or submit a pull request on the GitHub repository.

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