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4var PID
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madvn committed Jul 27, 2019
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Expand Up @@ -27,6 +27,7 @@ The main highlights of this package include:
<li>use of sparse data structures that work well with high-dimensional data</li>
<li>user-controllable estimation of data distribution using averaged shifted histograms <a href="#scott:1985">[4]</a></li>
<li>flexibilty to specify binning allows proper estimation of information measures between continuous and discrete variables</li>
<li>perform PI-decomposition over 3 (two sources and 1 target) and 4 (three variables and 1 target) variables</li>
</ul>

The package can be used in Python or C++. While the C++ headers should function well on all platforms, the python package has currently been tested on MacOS and Linux.
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