The prior used for the MCMCRegulariser should be projected through time without the inclusion of noise. To do this, transition_model has been added as a property of the MCMCRegulariser. The transition model is used to propagate the prior particles at the beginning of the regularise() method. The support for lists of type Particle has also been dropped to allow for the calculation of the time interval in the regularise() method.
The prior used for the
MCMCRegularisershould be projected through time without the inclusion of noise. To do this,transition_modelhas been added as a property of the MCMCRegulariser. The transition model is used to propagate the prior particles at the beginning of theregularise()method. The support for lists of typeParticlehas also been dropped to allow for the calculation of the time interval in theregularise()method.