Math-SZaru

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specifically, the Open Source I<szl> implementation.
C<Math::SZaru> is a Perl/XS wrapper of SZaru and comes with
a complete copy of the C++ code to build without system-library
dependencies.

The one unifying aspect of the implemented aggregators is that
they work with a single pass and with bounded memory overhead.
In CS terms, they should have near C<O(n)> compute complexity
and C<O(1)> or at least sub-linear memory overhead. The algorithms
may trade accuracy (hence I<*Estimator>) for this goal and are
intended for use with large and/or streaming data sets that
either do not fit in memory or whose total size is unknown.

The functionality is currently divided between three classes:
L<Math::SZaru::UniqueEstimator>, L<Math::SZaru::TopEstimator>,
and L<Math::SZaru::QuantileEstimator>. For details on those,
please refer to their respective documentation.

=head1 SEE ALSO

SZaru: L<llamerada.github.com/SZaru/>



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