* parallelization working

* updating tests

* styling

* updating test

* added info about parallelization

…to develop

* added prior sampling

* updating news

* deleting submission file

* fixing the prior sampling

* styling

* added unit test for SMC starting from prior

* added test for sample_prior

* updating test after merging with TBB

* styling

* updating news

…to develop

* fixing item name issue

* updating a unit test

* styling

* added handling of vector data #361

* styling

* updated set_priors function

* closes #370

…allows into develop

* updated set_priors function

* closes #370

* fixed forgotten implementation

…to develop

* updated documentation

* adding references section

* more documentation updates

* updated set_priors function

* closes #370

* implemented user-defined lag

* added lag, closes #369

* styling

…to develop

* updated set_priors function

* closes #370

* ready for the change

* implemented the resampler in cpp

* added various resampling options. tests are missing

* fixed numerical overflow problem and forgotten mcmc loop

* added a simple test for the resampler

* styling

* added missing memory header

* removed two tests where my M1 mac gives different results

* fixing #381

* added unit test for #381

* first refactoring of leap-and-shift

* renamed back

* made proposal class

* made rank proposal class

* updated tests

* fixed bug in call to leapandshift

* removing work docs

* some more back and forth

* added the LeapAndShift class to SMC

* inherited the constructor for ProposalDistribution

* figured out there is a swap function

* made distfun a class member

* swap proposal implemented for rho

* updated news and tests

* refactored propose_swap

* making class for swap proposal

* added the active set strategy or whatever it's called to augmented rankings

* removed unnecessary update_leap_and_shift_indices functions

* could remove distfun from ProposalDistribution

* refactoring

* styling

* incremented dev version

* incremented dev version

* got rid of unused variable

* turned new_data into a list

* main part ready and passing tests

* styling and fixing docs issue

* Updating docs

* small steps

* adding user ids

* added the consistency vector to the particles

* updating examples

* updating more

* updating examples

* passing rcmdchck

* added deprecation notice for old burnin setting

* skipping the deprecation notice

* removed unnecessary brackets

* updated particle handling

* removed unused code

* refactoring complete

* ready for sequential updating

* we have a loop

* small fix

* added learning examples

* added test

* added tests

* styling and updating docs

* updated expected test output

* have to get rid of a test for now due to platform dependence

…to develop

* added burnin

* made iteration number a class member

* simplified alpha update

* got rid of rho_index

* added alpha acceptance rate and test

* preparing for rho_acceptance

* added rho burnin

* added tracking of acceptance

* updating docs and examples

* styling