.. _understanding-kernels:

Kernels and Gaussian Processes
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The signature may be used to define a universal kernel for sequentially ordered data.

See `here <http://jmlr.org/papers/v20/16-314.html>`__ for using signatures with kernels, and `here <https://arxiv.org/abs/1906.08215>`__ for using signatures with Gaussian Processes.