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Add citation to inversion paper in the documentation #56

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2 changes: 2 additions & 0 deletions docs/pages/examples/inversion.rst
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Expand Up @@ -5,6 +5,8 @@ Inversion of signatures

We show below a simple example of signature inversion. A crucial parameter is the :attr:`depth` chosen for the signature: the function :func:`signatory.invert_signature` reconstructs a piecewise linear path with :attr:`depth` + 1 points that approximates the original path the signature was computed on.

We refer to `Fermanian et al. (2023) <https://arxiv.org/pdf/2304.01862.pdf>`_ for details on the algorithm.

.. code-block:: python

import math
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