Create a pipe mapper, where mappers is a list of mappers,
and the evaluated output of each mapper is handed as the state to the next
mapper.
The input format for the ibm_eval and ibm_jacobian methods is
a list of inputs, one for each mapper.
bru_mapper_pipe(mappers)# S3 method for bru_mapper_pipe
ibm_n(mapper, ..., input = NULL, state = NULL)
# S3 method for bru_mapper_pipe
ibm_n_output(mapper, input, state = NULL, ..., n_state = NULL)
# S3 method for bru_mapper_pipe
ibm_values(mapper, ...)
# S3 method for bru_mapper_pipe
ibm_jacobian(mapper, input, state = NULL, ...)
# S3 method for bru_mapper_pipe
ibm_eval(mapper, input, state = NULL, ...)
# S3 method for bru_mapper_pipe
ibm_eval2(mapper, input, state = NULL, ...)
# S3 method for bru_mapper_pipe
ibm_simplify(mapper, input = NULL, state = NULL, ..., n_state = NULL)
A list of bru_mapper objects
A mapper S3 object, inheriting from bru_mapper.
Arguments passed on to other methods
Data input for the mapper.
A vector of latent state values for the mapping,
of length ibm_n(mapper, inla_f = FALSE)
integer giving the length of the state vector for mappers that have state dependent output size.
ibm_simplify(bru_mapper_pipe): Constructs a simplified pipe mapper. For fully linear pipes, calls ibm_linear().
For partially non-linear pipes, replaces each sequence of linear mappers with a single
bru_mapper_taylor() mapper, while keeping the full list of original mapper
names, allowing the original input structure to be used also with the simplified
mappers, since the taylor mappers are not dependent on inputs.
bru_mapper, bru_mapper_generics
Other mappers:
bru_get_mapper(),
bru_mapper.fm_mesh_1d(),
bru_mapper.fm_mesh_2d(),
bru_mapper_aggregate(),
bru_mapper_collect(),
bru_mapper_const(),
bru_mapper_factor(),
bru_mapper_generics,
bru_mapper_harmonics(),
bru_mapper_index(),
bru_mapper_linear(),
bru_mapper_logsumexp(),
bru_mapper_marginal(),
bru_mapper_matrix(),
bru_mapper_mesh_B(),
bru_mapper_multi(),
bru_mapper_scale(),
bru_mapper_shift(),
bru_mapper_taylor(),
bru_mapper()
m <- bru_mapper_pipe(list(
scale = bru_mapper_scale(),
shift = bru_mapper_shift()
))
ibm_eval2(m, input = list(scale = 2, shift = 1:4), state = 1:4)
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