CBSFilterWC< nparts, dimx, dimy, dimcov, resamp_t, float_t > | A base class for the bootstrap particle filter with covariates |
▼Ccf_filter< dimstate, dimobs, float_t > | Abstract Base Class for all closed-form filters |
Chmm< dimstate, dimobs, float_t > | A class template for HMM filtering |
Ckalman< dimstate, dimobs, diminput, float_t > | A class template for Kalman filtering |
▼Ccf_filter< 1, 1, float_t > | |
CgamFilter< dim_pred, float_t > | A class template for Gamma filtering |
▼Ccf_filter< 1, dim_obs, float_t > | |
CmultivGamFilter< dim_obs, dim_pred, float_t > | Another class template for Gamma filtering, but this time |
CForwardMod< dimx, dimy, float_t > | |
Cmn_resampler_rbpf< nparts, dimsampledx, cfModT, float_t > | |
Cpf_base< float_t, dimobs, dimstate > | |
▼Cpf_base< float_t, dimy, dimx > | |
CAPF< nparts, dimx, dimy, resamp_t, float_t, debug > | A base-class for Auxiliary Particle Filtering. Filtering only, no smoothing |
CBSFilter< nparts, dimx, dimy, resamp_t, float_t, debug > | A base class for the bootstrap particle filter |
CSISRFilter< nparts, dimx, dimy, resamp_t, float_t, debug > | A base class for the Sequential Important Sampling with Resampling (SISR) |
▼Crbase< nparts, dimx, float_t > | Base class for all resampler types |
Cmn_resamp_fast1< nparts, dimx, float_t > | |
Cmn_resampler< nparts, dimx, float_t > | |
Cresid_resampler< nparts, dimx, float_t > | |
Cstratif_resampler< nparts, dimx, float_t > | |
Csystematic_resampler< nparts, dimx, float_t > | |
Crbpf_base< float_t, dim_s_state, dim_ns_state, dimobs > | |
▼Crbpf_base< float_t, dimss, dimnss, dimy > | |
Crbpf_hmm< nparts, dimnss, dimss, dimy, resamp_t, float_t > | Rao-Blackwellized/Marginal Particle Filter with inner HMMs |
Crbpf_hmm_bs< nparts, dimnss, dimss, dimy, resamp_t, float_t > | Rao-Blackwellized/Marginal Bootstrap Filter with inner HMMs |
Crbpf_kalman< nparts, dimnss, dimss, dimy, resamp_t, float_t > | Rao-Blackwellized/Marginal Particle Filter with inner Kalman Filter objectss |
Crbpf_kalman_bs< nparts, dimnss, dimss, dimy, resamp_t, float_t > | Rao-Blackwellized/Marginal Bootstrap Filter with inner Kalman Filter objectss |
▼Crvsamp::rvsamp_base | Base class for all random variable sampler types. Primary benefit is that it sets the seed for you |
Crvsamp::k_gen< nparts, float_t > | |
Crvsamp::BernSampler< float_t, int_t > | A class that performs sampling from a univariate Bernoulli distribution |
Crvsamp::k_gen< N, float_t > | A class that performs sampling with replacement (useful for the index sampler in an APF) |
Crvsamp::MVNSampler< dim, float_t > | A class that performs sampling from a multivariate normal distribution |
Crvsamp::PoissonSampler< float_t, int_t > | A class that performs sampling from a Poisson distribution |
Crvsamp::TruncUnivNormSampler< float_t > | A class that performs sampling from a truncated univariate Normal distribution |
Crvsamp::UniformSampler< float_t > | A class that performs sampling from a continuous uniform distribution |
Crvsamp::UnivGammaSampler< float_t > | A class that performs sampling from a univariate Gamma distribution |
Crvsamp::UnivInvGammaSampler< float_t > | A class that performs sampling from a univariate Inverse Gamma distribution |
Crvsamp::UnivLogNormSampler< float_t > | A class that performs sampling from a univariate Log-Normal distribution |
Crvsamp::UnivNormSampler< float_t > | A class that performs sampling from a univariate Normal distribution |