Benchmark package against existing routines

[edwardlavender]

In due course, we should benchmark Wahoo.jl against existing routines:

Widely used packages:

• Pedersen et al. https://github.com/cliu3/hmm_smast/tree/mwp_original
  HMM geolocation toolbox for Matlab.

• Wildlife Computers GPE3 (based on Pedersen et al.) https://wildlifecomputers.com/blog/using-gpe3-to-improve-geolocation-estimates/

• Braun et al. (2018) https://besjournals.onlinelibrary.wiley.com/doi/full/10.1111/2041-210X.12959
  HMMoce R package.

Let well known packages:

• Basson et al. (2016). https://besjournals.onlinelibrary.wiley.com/doi/full/10.1111/2041-210X.12555
  TLDemo

• Woillez et al. (2016). https://www.sciencedirect.com/science/article/pii/S0304380015005098
  New python code in prep/press.

• Rakhimberdiev et al. (2015). https://movementecologyjournal.biomedcentral.com/articles/10.1186/s40462-015-0062-5
  FightR package (appears to combine HMM and PF)

Check for other packages in Joo et al. (2020). https://besjournals.onlinelibrary.wiley.com/doi/full/10.1111/1365-2656.13116

See also packages reviewed by Gatti et al. (2021). https://onlinelibrary.wiley.com/doi/full/10.1111/faf.12568