Class ModelSEIRD

template <typename TSeq>

ClassList > ModelSEIRD

Template for a Susceptible-Exposed-Infected-Removed-Deceased (SEIRD) model. More...

• #include <seird.hpp>

Inherits the following classes: Model

Public Attributes

Type	Name
UpdateFun< TSeq >	update_exposed_seir = /* multi line expression */
UpdateFun< TSeq >	update_infected

Public Attributes inherited from Model

See Model

Type	Name
std::array< epiworld_double, 1024u *2u >	array_double_tmp
std::array< Virus< TSeq > *, 1024u *2u >	array_virus_tmp

Public Static Attributes

Type	Name
const int	DECEASED = 4
const int	EXPOSED = 1
const int	INFECTED = 2
const int	REMOVED = 3
const int	SUSCEPTIBLE = 0

Public Functions

Type	Name
	ModelSEIRD ()
	ModelSEIRD (const std::string & vname, epiworld_double prevalence, epiworld_double transmission_rate, epiworld_double avg_incubation_days, epiworld_double recovery_rate, epiworld_double death_rate) Constructor for the SEIRD model.
virtual ModelSEIRD< TSeq > &	initial_states (std::vector< double > proportions_, std::vector< int > queue_={}) override

Public Functions inherited from Model

See Model

Type	Name
	Model ()
	Model (const Model< TSeq > & m)
	Model (Model< TSeq > && m)
void	add_entity (Entity< TSeq > e)
void	add_globalevent (std::function< void(Model< TSeq > *)> fun, std::string name="A global action", int date=-99) Set a global action.
void	add_globalevent (GlobalEvent< TSeq > & action)
epiworld_double	add_param (epiworld_double initial_val, std::string pname, bool overwrite=false)
epiworld_fast_int	add_state (std::string lab, UpdateFun< TSeq > fun=nullptr)
void	add_tool (Tool< TSeq > & t)
void	add_user_data (epiworld_fast_uint j, epiworld_double x)
void	add_user_data (std::vector< epiworld_double > x)
void	add_virus (Virus< TSeq > & v)
void	agents_empty_graph (epiworld_fast_uint n=1000)
void	agents_from_adjlist (std::string fn, int size, int skip=0, bool directed=false)
void	agents_from_adjlist (AdjList al)
void	agents_from_edgelist (const std::vector< int > & source, const std::vector< int > & target, int size, bool directed)
Model< TSeq > &	agents_smallworld (epiworld_fast_uint n=1000, epiworld_fast_uint k=5, bool d=false, epiworld_double p=.01)
void	clear_state_set ()
void	draw (DiagramType diagram_type=DiagramType::Mermaid, const std::string & fn_output="", bool self=false) Draws a mermaid diagram of the model.
void	events_run () Executes the stored action.
Agent< TSeq > &	get_agent (size_t i)
std::vector< Agent< TSeq > > &	get_agents () Returns a reference to the vector of agents.
double *	get_agents_data ()
size_t	get_agents_data_ncols () const
std::vector< epiworld_fast_uint >	get_agents_states () const Returns a vector with the states of the agents.
std::vector< Viruses_const< TSeq > >	get_agents_viruses () const Returns a const vector with the viruses of the agents.
std::vector< Viruses< TSeq > >	get_agents_viruses () Returns a vector with the viruses of the agents.
DataBase< TSeq > &	get_db ()
const DataBase< TSeq > &	get_db () const
void	get_elapsed (std::string unit="auto", epiworld_double * last_elapsed=nullptr, epiworld_double * total_elapsed=nullptr, std::string * unit_abbr=nullptr, bool print=true) const
std::vector< Entity< TSeq > > &	get_entities ()
Entity< TSeq > &	get_entity (size_t entity_id, int * entity_pos=nullptr)
const Entity< TSeq > &	get_entity (size_t entity_id, int * entity_pos=nullptr) const
GlobalEvent< TSeq > &	get_globalevent (std::string name) Retrieve a global action by name.
GlobalEvent< TSeq > &	get_globalevent (size_t i) Retrieve a global action by index.
void	get_hospitalizations (std::vector< int > & date, std::vector< int > & virus_id, std::vector< int > & tool_id, std::vector< int > & count, std::vector< double > & weight) const Get the full time series of hospitalization data.
size_t	get_n_entities () const
epiworld_fast_uint	get_n_replicates () const
size_t	get_n_states () const
size_t	get_n_tools () const Number of tools in the model.
size_t	get_n_viruses () const Number of viruses in the model.
std::string	get_name () const
epiworld_fast_uint	get_ndays () const
epiworld_double	get_param (std::string pname)
Queue< TSeq > &	get_queue () Retrieve the Queue object.
std::shared_ptr< epi_xoshiro256ss > &	get_rand_endgine ()
epiworld_double	get_rewire_prop () const
size_t	get_sim_id () const
const std::vector< UpdateFun< TSeq > > &	get_state_fun () const
const std::vector< std::string > &	get_states () const
Tool< TSeq > &	get_tool (size_t id)
Tool< TSeq > &	get_tool (std::string_view name)
const std::vector< ToolPtr< TSeq > > &	get_tools () const
UserData< TSeq > &	get_user_data ()
bool	get_verbose () const
Virus< TSeq > &	get_virus (size_t id)
Virus< TSeq > &	get_virus (std::string_view name)
const std::vector< VirusPtr< TSeq > > &	get_viruses () const
bool	has_tool (std::string_view name) const
bool	has_virus (std::string_view name) const
virtual Model< TSeq > &	initial_states (std::vector< double >, std::vector< int >)
bool	is_directed () const
bool	is_queuing_on () const Query if the queuing system is on.
void	load_agents_entities_ties (std::string fn, int skip) Associate agents-entities from a file.
void	load_agents_entities_ties (const std::vector< int > & agents_ids, const std::vector< int > & entities_ids) Associate agents-entities from data.
void	load_agents_entities_ties (const int * agents_id, const int * entities_id, size_t n)
void	mutate_virus ()
virtual void	next ()
bool	operator!= (const Model< TSeq > & other) const
epiworld_double	operator() (std::string pname)
Model< TSeq > &	operator= (const Model< TSeq > & m)
bool	operator== (const Model< TSeq > & other) const
epiworld_double	par (std::string pname) const
std::map< std::string, epiworld_double > &	params ()
const Model< TSeq > &	print (bool lite=false) const
void	print_state_codes () const
Model< TSeq > &	queuing_off () Deactivates the queuing system.
void	queuing_on () Activates the queuing system (default.)
int	rbinom ()
int	rbinom (int n, epiworld_double p)
Model< TSeq > &	read_params (std::string fn, bool overwrite=false)
void	record_hospitalization (Agent< TSeq > & agent) Record a hospitalization event for an agent.
virtual void	reset () Reset the model.
void	rewire ()
epiworld_double	rexp ()
epiworld_double	rexp (epiworld_double lambda)
epiworld_double	rgamma ()
epiworld_double	rgamma (epiworld_double alpha, epiworld_double beta)
int	rgeom ()
int	rgeom (epiworld_double p)
epiworld_double	rlognormal ()
epiworld_double	rlognormal (epiworld_double mean, epiworld_double shape)
void	rm_entity (size_t entity_id)
void	rm_globalevent (std::string name) Remove a global action by name.
void	rm_globalevent (size_t i) Remove a global action by index.
void	rm_tool (size_t tool_pos)
void	rm_virus (size_t virus_pos)
int	rnbinom ()
int	rnbinom (int n, epiworld_double p)
epiworld_double	rnorm ()
epiworld_double	rnorm (epiworld_double mean, epiworld_double sd)
int	rpoiss ()
int	rpoiss (epiworld_double lambda)
virtual Model< TSeq > &	run (epiworld_fast_uint ndays, int seed=-1) Runs the simulation (after initialization)
void	run_globalevents ()
Model< TSeq > &	run_multiple (epiworld_fast_uint ndays, epiworld_fast_uint nexperiments, int seed_=-1, std::function< void(size_t, Model< TSeq > *)> fun=make_save_run< TSeq >(), bool reset=true, bool verbose=true, int nthreads=1)
epiworld_double	runif ()
epiworld_double	runif (epiworld_double a, epiworld_double b)
int	runif_int (int a, int b)
size_t	sample_from_probs (size_t n) Sample from a set of probabilities stored in array_double_tmp.
void	seed (size_t s)
void	set_agents_data (double * data_, size_t ncols_) Set the agents data object.
void	set_backup ()
void	set_name (std::string name) Set the name object.
void	set_ndays (epiworld_fast_uint ndays)
void	set_param (std::string pname, epiworld_double val)
void	set_rand_binom (int n, epiworld_double p)
void	set_rand_engine (std::shared_ptr< epi_xoshiro256ss > & eng)
void	set_rand_exp (epiworld_double lambda)
void	set_rand_gamma (epiworld_double alpha, epiworld_double beta)
void	set_rand_geom (epiworld_double p)
void	set_rand_lognormal (epiworld_double mean, epiworld_double shape)
void	set_rand_nbinom (int n, epiworld_double p)
void	set_rand_norm (epiworld_double mean, epiworld_double sd)
void	set_rand_poiss (epiworld_double lambda)
void	set_rand_unif (epiworld_double a, epiworld_double b)
void	set_rewire_fun (std::function< void(std::vector< Agent< TSeq > > *, Model< TSeq > *, epiworld_double)> fun)
void	set_rewire_prop (epiworld_double prop)
void	set_user_data (std::vector< std::string > names) [@
size_t	size () const
epiworld_fast_int	state_of (std::string_view name)
int	today () const The current time of the model.
void	update_state ()
Model< TSeq > &	verbose_off ()
Model< TSeq > &	verbose_on ()
void	write_data (std::string fn_virus_info, std::string fn_virus_hist, std::string fn_tool_info, std::string fn_tool_hist, std::string fn_total_hist, std::string fn_transmission, std::string fn_transition, std::string fn_reproductive_number, std::string fn_generation_time, std::string fn_active_cases, std::string fn_outbreak_size, std::string fn_hospitalizations) const Wrapper of DataBase::write_data __
void	write_edgelist (std::string fn) const
void	write_edgelist (std::vector< int > & source, std::vector< int > & target) const
virtual	~Model ()

Protected Attributes inherited from Model

See Model

Type	Name
double *	agents_data = nullptr
size_t	agents_data_ncols = 0u
int	current_date = 0
DataBase< TSeq >	db = [**DataBase**](classDataBase.md)&lt;TSeq&gt;(\*this)
bool	directed = false
std::shared_ptr< epi_xoshiro256ss >	engine = std::make\_shared&lt; [**epi\_xoshiro256ss**](classepi__xoshiro256ss.md) &gt;()
std::vector< Entity< TSeq > >	entities = {}
std::vector< Event< TSeq > >	events = {} Variables used to keep track of the events to be made regarding viruses.
std::vector< GlobalEventPtr< TSeq > >	globalevents
std::function< void(Model< TSeq > *)>	initial_states_fun = /* multi line expression */
int	last_seed = 0
epiworld_fast_uint	n_replicates = 0u
epiworld_fast_uint	nactions = 0u
std::string	name = "" Name of the model.
epiworld_fast_uint	ndays = 0
epiworld_fast_uint	nstates = 0u
std::map< std::string, epiworld_double >	parameters
Progress	pb
std::vector< Agent< TSeq > >	population = {}
std::vector< Agent< TSeq > >	population_backup = {}
std::vector< size_t >	population_left
size_t	population_left_n = 0u
Queue< TSeq >	queue
std::binomial_distribution	rbinomd = /* multi line expression */
std::function< void(std::vector< Agent< TSeq > > *, Model< TSeq > *, epiworld_double)>	rewire_fun
epiworld_double	rewire_prop = 0.0
std::exponential_distribution	rexpd = /* multi line expression */
std::gamma_distribution	rgammad = /* multi line expression */
std::geometric_distribution	rgeomd = /* multi line expression */
std::lognormal_distribution	rlognormald = /* multi line expression */
std::negative_binomial_distribution	rnbinomd = /* multi line expression */
std::normal_distribution	rnormd = /* multi line expression */
std::poisson_distribution	rpoissd = /* multi line expression */
epiworld_double	runifd_a = 0.0
epiworld_double	runifd_b = 1.0
std::vector< Agent< TSeq > * >	sampled_population
size_t	sampled_population_n = 0u
size_t	sim_id = 0u
std::vector< UpdateFun< TSeq > >	state_fun = {} Functions to update states.
std::vector< std::string >	states_labels = {} Labels of the states.
std::chrono::duration< epiworld_double, std::micro >	time_elapsed = /* multi line expression */
std::chrono::time_point< std::chrono::steady_clock >	time_end
std::chrono::time_point< std::chrono::steady_clock >	time_start
std::vector< ToolPtr< TSeq > >	tools = {}
bool	use_queuing = true
bool	using_backup = true
bool	verbose = true
std::vector< VirusPtr< TSeq > >	viruses = {}

Protected Functions inherited from Model

See Model

Type	Name
void	_add_event (Agent< TSeq > * agent_, VirusPtr< TSeq > virus_, ToolPtr< TSeq > tool_, Entity< TSeq > * entity_, epiworld_fast_int new_state_, epiworld_fast_int queue_, EventAction action_) Construct a new Event object.
void	_event_add_entity (Event< TSeq > & a)
void	_event_add_tool (Event< TSeq > & a)
void	_event_add_virus (Event< TSeq > & a)
void	_event_change_state (Event< TSeq > & a)
void	_event_rm_entity (Event< TSeq > & a)
void	_event_rm_tool (Event< TSeq > & a)
void	_event_rm_virus (Event< TSeq > & a)
void	chrono_end ()
void	chrono_start ()
virtual std::unique_ptr< Model< TSeq > >	clone_ptr () Advanced usage: Makes a copy of data and returns it as undeleted pointer.
virtual epiworld_double	death_reduction_mixer (Agent< TSeq > * agent, VirusPtr< TSeq > & virus)
void	dist_entities ()
void	dist_tools ()
void	dist_virus ()
virtual epiworld_double	recovery_enhancer_mixer (Agent< TSeq > * agent, VirusPtr< TSeq > & virus)
void	set_sim_id (size_t id)
virtual epiworld_double	susceptibility_reduction_mixer (Agent< TSeq > * agent, VirusPtr< TSeq > & virus)
virtual epiworld_double	transmission_reduction_mixer (Agent< TSeq > * agent, VirusPtr< TSeq > & virus)

Detailed Description

Public Attributes Documentation

variable update_exposed_seir

UpdateFun<TSeq> ModelSEIRD< TSeq >::update_exposed_seir;

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variable update_infected

UpdateFun<TSeq> ModelSEIRD< TSeq >::update_infected;

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Public Static Attributes Documentation

variable DECEASED

const int ModelSEIRD< TSeq >::DECEASED;

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variable EXPOSED

const int ModelSEIRD< TSeq >::EXPOSED;

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variable INFECTED

const int ModelSEIRD< TSeq >::INFECTED;

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variable REMOVED

const int ModelSEIRD< TSeq >::REMOVED;

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variable SUSCEPTIBLE

const int ModelSEIRD< TSeq >::SUSCEPTIBLE;

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Public Functions Documentation

function ModelSEIRD [1/2]

inline ModelSEIRD::ModelSEIRD () 

---

function ModelSEIRD [2/2]

Constructor for the SEIRD model.

inline ModelSEIRD::ModelSEIRD (
    const std::string & vname,
    epiworld_double prevalence,
    epiworld_double transmission_rate,
    epiworld_double avg_incubation_days,
    epiworld_double recovery_rate,
    epiworld_double death_rate
) 

Parameters:

• vname Name of the model.
• prevalence Initial prevalence of the disease.
• transmission_rate Transmission rate of the disease.
• avg_incubation_days Average incubation period of the disease.
• recovery_rate Recovery rate of the disease.
• death_rate Death rate of the disease.

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function initial_states

inline virtual ModelSEIRD < TSeq > & ModelSEIRD::initial_states (
    std::vector< double > proportions_,
    std::vector< int > queue_={}
) override

Implements Model::initial_states

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The documentation for this class was generated from the following file epiworld-src/include/epiworld/models/seird.hpp