API Reference# Model building as_model ModelBuilder Marginalization marginalize unmarginalize conditional recover Reparametrization vip_reparametrize VIP Inference fit find_MAP fit_laplace fit_pathfinder fit_dadvi fit_INLA Distributions Chi Maxwell DiscreteMarkovChain JointCategorical GeneralizedPoisson BetaNegativeBinomial GenExtreme R2D2M2CP Skellam histogram_approximation Transforms Statespace models Statespace Core Kalman Filters Statespace Models Structural Components Prior specification Prior Censored Scaled sample_prior create_dim_handler handle_dims register_tensor_transform VariableFactory From a previous model Deserialization Utilities Printing Miscellaneous