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Integration of the NUTS proposal for Particle filters #1133

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@A-acuto A-acuto commented Feb 28, 2025

This PR is built on top of these PRs #1080 and #1131 :

The No-U Turn sampler (NUTS) is implemented as Proposal subclass. In this gist there is a simple comparison between a particle filter (DynamicsProposal) implementation and NUTSProposal https://gist.github.com/A-acuto/677df96b2efebaef15ab51f7a616f5d2

note This PR still needs tests for the proposal.
This PR is required for the Fusion 2025 paper submission.

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