Package ch.idsia.credici.inference

Class CausalInference<M,R extends ch.idsia.crema.factor.GenericFactor>

java.lang.Object

ch.idsia.credici.inference.CausalInference<M,R>

Direct Known Subclasses:

CausalMultiVE, CausalVE, CredalCausalApproxLP, CredalCausalVE

public abstract class CausalInference<M,R extends ch.idsia.crema.factor.GenericFactor>
extends Object

Author: Rafael Cabañas

Field Summary

Fields

Modifier and Type	Field	Description
protected M	model
protected int[]	target

Constructor Summary

Constructors

Constructor	Description
CausalInference()

Method Summary

Modifier and Type	Method	Description
Query	causalQuery()
Query	counterfactualQuery()
R	doQuery(int[] target, gnu.trove.map.TIntIntMap intervention)
R	doQuery(int target, gnu.trove.map.TIntIntMap intervention)
M	getInferenceModel(Query q)
abstract M	getInferenceModel(Query q, boolean simplify)
M	getModel()
R	probNecessity(int cause, int effect)
R	probNecessity(int cause, int effect, int trueState, int falseState)
R	probNecessityAndSufficiency(int cause, int effect)
R	probNecessityAndSufficiency(int cause, int effect, int trueState, int falseState)
R	probSufficiency(int cause, int effect)
R	probSufficiency(int cause, int effect, int trueState, int falseState)
R	query(int target)
R	query(int[] target)
R	query(int[] target, gnu.trove.map.TIntIntMap evidence)
R	query(int[] target, gnu.trove.map.TIntIntMap evidence, gnu.trove.map.TIntIntMap intervention)
R	query(int target, gnu.trove.map.TIntIntMap evidence)
R	query(int target, gnu.trove.map.TIntIntMap evidence, gnu.trove.map.TIntIntMap intervention)
abstract R	run(Query q)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

model

protected M model

target

protected int[] target

Constructor Detail

CausalInference

public CausalInference()

Method Detail

run

public abstract R run(Query q)
               throws InterruptedException

Throws:

InterruptedException

query

public R query(int[] target,
               gnu.trove.map.TIntIntMap evidence,
               gnu.trove.map.TIntIntMap intervention)
        throws InterruptedException

Throws:

InterruptedException

query

public R query(int target)
        throws InterruptedException

Throws:

InterruptedException

query

public R query(int[] target)
        throws InterruptedException

Throws:

InterruptedException

query

public R query(int target,
               gnu.trove.map.TIntIntMap evidence)
        throws InterruptedException

Throws:

InterruptedException

query

public R query(int[] target,
               gnu.trove.map.TIntIntMap evidence)
        throws InterruptedException

Throws:

InterruptedException

query

public R query(int target,
               gnu.trove.map.TIntIntMap evidence,
               gnu.trove.map.TIntIntMap intervention)
        throws InterruptedException

Throws:

InterruptedException

doQuery

public R doQuery(int target,
                 gnu.trove.map.TIntIntMap intervention)
          throws InterruptedException

Throws:

InterruptedException

doQuery

public R doQuery(int[] target,
                 gnu.trove.map.TIntIntMap intervention)
          throws InterruptedException

Throws:

InterruptedException

getModel

public M getModel()

getInferenceModel

public abstract M getInferenceModel(Query q,
                                    boolean simplify)

getInferenceModel

public M getInferenceModel(Query q)

causalQuery

public Query causalQuery()

counterfactualQuery

public Query counterfactualQuery()

probNecessity

public R probNecessity(int cause,
                       int effect)
                throws InterruptedException

Throws:

InterruptedException

probNecessity

public R probNecessity(int cause,
                       int effect,
                       int trueState,
                       int falseState)
                throws InterruptedException

Throws:

InterruptedException

probSufficiency

public R probSufficiency(int cause,
                         int effect)
                  throws InterruptedException

Throws:

InterruptedException

probSufficiency

public R probSufficiency(int cause,
                         int effect,
                         int trueState,
                         int falseState)
                  throws InterruptedException

Throws:

InterruptedException

probNecessityAndSufficiency

public R probNecessityAndSufficiency(int cause,
                                     int effect)
                              throws InterruptedException,
                                     ExecutionControl.NotImplementedException

Throws:

InterruptedException

ExecutionControl.NotImplementedException

probNecessityAndSufficiency

public R probNecessityAndSufficiency(int cause,
                                     int effect,
                                     int trueState,
                                     int falseState)
                              throws InterruptedException,
                                     ExecutionControl.NotImplementedException

Throws:

InterruptedException

ExecutionControl.NotImplementedException