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url: https://canmod.github.io/macpan2/
template:
bootstrap: 5
package: macpan2
includes:
# math that renders properly in the offline helpful with (\eqn and \deqn)
# is not rendering on pkgdown. this magic seems to work for now.
# https://github.com/r-lib/pkgdown/issues/2704#issuecomment-2307055568
in_header: |
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/katex@0.16.11/dist/katex.min.css" integrity="sha384-nB0miv6/jRmo5UMMR1wu3Gz6NLsoTkbqJghGIsx//Rlm+ZU03BU6SQNC66uf4l5+" crossorigin="anonymous">
<script defer src="https://cdn.jsdelivr.net/npm/katex@0.16.11/dist/katex.min.js" integrity="sha384-7zkQWkzuo3B5mTepMUcHkMB5jZaolc2xDwL6VFqjFALcbeS9Ggm/Yr2r3Dy4lfFg" crossorigin="anonymous"></script>
<script defer src="https://cdn.jsdelivr.net/npm/katex@0.16.11/dist/contrib/auto-render.min.js" integrity="sha384-43gviWU0YVjaDtb/GhzOouOXtZMP/7XUzwPTstBeZFe/+rCMvRwr4yROQP43s0Xk" crossorigin="anonymous" onload="renderMathInElement(document.body);"></script>
navbar:
structure:
left: [intro, reference, articles, tutorials, news]
right: [search, github]
home:
sidebar:
structure: [toc, links, license, community, citation, authors, dev]
links:
- text: Maintainer
href: https://github.com/stevencarlislewalker
- text: Roadmap
href: https://github.com/orgs/canmod/projects/2/views/6
- text: Presentation slides
href: https://canmod.net/misc/pyRC
reference:
- title: Specifications
- subtitle: Create Model Specifications
desc: >
Functions for creating new model specification objects, which describe
dynamical models with special support for compartmental modelling. The
`vignette("quickstart")` article describes how these functions are used
in context.
contents:
- mp_tmb_model_spec
- mp_per_capita_flow
- mp_absolute_flow
- engine_functions
- mp_optimized_spec
- subtitle: Find Model Specifications
desc: >
Functions for finding, copying, and loading existing model
specification objects from model libraries. The `vignette("example_models")`
article describes how these functions are used in context.
contents:
- mp_tmb_library
- mp_official_library
- mp_show_models
- mp_model_starter
- mp_model_docs
- mp_read_rds
- subtitle: Transform Model Specifications
desc: >
Functions that take a model specification as input and return a modified
version of that specification.
contents:
- mp_tmb_insert
- mp_tmb_insert_reports
- mp_tmb_insert_log_linear
- mp_tmb_insert_glm_timevar
- mp_tmb_insert_trans
- mp_tmb_insert_backtrans
- mp_euler
- mp_expand
- mp_version_update
- subtitle: Unpack Model Specifications
desc: >
Functions that extract, print, and/or plot information
contained within model specifications.
contents:
- mp_print_spec
- mp_initial
- mp_default
- mp_flow_frame
- mp_change_frame
- mp_vars
- mp_state_dependence_frame
- mp_version
- mp_dot_layout
- mp_adjacency
- find_all_paths
- title: Simulators
- subtitle: Create New Model Simulators
desc: Functions for creating a model simulator object.
contents:
- mp_simulator
- subtitle: Generate Simulations
desc: >
Functions that generate simulations from a simulator object.
contents:
- mp_trajectory
- mp_initial
- mp_final
- subtitle: Unpack Model Simulators
desc: >
Functions that extract or print information contained within
model simulators.
contents:
- mp_default
- mp_tmb
- mp_version
- title: Calibrators
- subtitle: Create Model Calibrator
desc: Create a simulator that can be calibrated to data
contents:
- mp_tmb_calibrator
- mp_par
- mp_traj
- mp_rbf
- transform_distr_param
- mp_sim_bounds
- mp_sim_offset
- mp_time_scale
- subtitle: Specify Distributional Assumptions
desc: >
Functions for specifying distributional assumptions for priors
and likelihoods.
contents:
- mp_unif
- mp_fit
- subtitle: Optimize Calibrator Model
desc: >
Functions that take a model calibrator as input and calibrate model
parameters, as well as functions that extract underlying objects
used during the opimization/calibration process.
contents:
- mp_optimize
- mp_optimizer_output
- mp_optimized_spec
- mp_tmb_objective
- subtitle: Generate Calibrated Simulations, Parameters, and Forecasts
desc: >
Functions that generate simulations and tables of fitted parameters
from a calibator object.
contents:
- mp_trajectory
- mp_tmb_coef
- mp_effects_descr
- mp_tmb_fixef_cov
- mp_tmbstan_coef
- mp_tmb_profile
- mp_forecaster
- subtitle: Unpack Model Calibrators and Calibrations
desc: >
Functions that extract or print information contained within
model calibrators.
contents:
- mp_tmb
- mp_parameterization
- mp_version
- mp_opt_attempted
- mp_uncertainty_estimated
- mp_print_obj_fn
- title: Utilities
- subtitle: Lightweight Simulation Utilities
desc: >
Simple functions for simulation without simulator objects, so that the
`?engine_functions` can be explored in isolation from compartmental models.
contents:
- engine_eval
- simple_sims
- subtitle: Creating Matrices, Vectors, and Lists
desc: >
Utilities for constructing matrices, vectors, and lists for
use with `macpan2`.
contents:
- nlist
- empty_matrix
- empty_trajectory
- mp_zero_vector
- rbf
- sparse_matrix_notation
- mp_binary_operator
- mp_kronecker_operator
- subtitle: Developer and Power-User Utilities
desc: >
Utilities for `macpan2` developers and power-users.
contents:
- si_example_object
- si_example_code
- mp_tmb_expr_list
- mp_functions_used
- Reader
- Transform
- title: Not Ready
- subtitle: Box Diagrams
desc: >
Functions for semi-automatically laying out compartments in model
specifications as boxes on a plot.
contents:
- mp_layout_grid
- mp_layout_paths
- subtitle: Structured Populations (Not Ready)
desc: >
Functions for specifying population structure
(e.g., age, space, immunity status).
contents:
- mp_dynamic_model
- mp_dynamic_simulator
- LedgerDefinition
- mp_cartesian
- mp_extract
- mp_index
- mp_join
- mp_linear
- mp_positions
- mp_reference
- mp_rename
- mp_square
- mp_symmetric
- mp_triangle
- mp_factors
- mp_group
- mp_labels
- mp_ledgers
- mp_lookup
- mp_slices
- mp_structured_vector
- mp_subset
- mp_union
- to_labels
- to_positions
- to_string
- mp_aggregate
- StringDataFromFrame
- all_equal
articles:
- title: User Guides
navbar: ~
contents:
- quickstart
- example_models
- calibration
- real_data
- options
- FAQs
- title: Specs
desc: Specification Documents
contents:
- cpp_side
- vignette_status
- title: Superuser Guides
desc: Articles aimed at advanced users
contents:
- matrix_multiplication
- kronecker
- time_varying_parameters_advanced
- calibration_advanced
- engine_agnostic_grammar
- title: Developer Guides
desc: Articles aimed at package developers
contents:
- design_concepts
- development_patterns
- debugging
- composing_simulation_models
- elementwise_binary_operators
- state_dependent_rates
- title: Not Ready
desc: Articles that are not ready for users or developers
contents:
- time_varying_parameters
- likelihood_prior_specs
- state_updaters