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Implement Sequential Quasi Monte Carlo #255

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@AdrienCorenflos

Implement the method listed in https://arxiv.org/abs/1402.4039

This requires a particular structure slightly differing from the current state of SMC: resampling and propagation are done via consumption of low-discrepancy sequences.

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new methodAdd an algorithm for filtering or smoothing

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