BayesianNetwork class

A Bayesian Network implementation.

Inheritance
Implemented types
Mixed in types
Available Extensions

Constructors

BayesianNetwork(String name, {double unseenMinimalProbability = 0.0000001})
BayesianNetwork.fromJson(Map<String, Object?> json)
factory
BayesianNetwork.fromJsonEncoded(dynamic jsonEncoded)
factory

Properties

analyser → BayesAnalyser
Returns an BayesAnalyser.
no setter
first → String
The first element.
no setterinherited
hashCode → int
The hash code for this object.
no setteroverride
isEmpty → bool
Whether this collection has no elements.
no setterinherited
isFrozen → bool
no setterinherited
isNotEmpty → bool
Whether this collection has at least one element.
no setterinherited
isValid → bool
Returns true if this instance is valid.
no setterinherited
iterator → Iterator<String>
A new Iterator that allows iterating the elements of this Iterable.
no setteroverride
last → String
The last element.
no setterinherited
length → int
The number of elements in this.
no setterinherited
name → String
Name of the network.
final
nodes → List<BayesVariable>
All the BayesVariable nodes of this network.
no setter
nodesInTopologicalOrder → List<BayesVariable>
All the BayesVariable nodes of this network in a sorted in a topological order.
no setter
nodesLength → int
Returns the total number of BayesVariable nodes of this network.
no setter
rootNodes → List<BayesVariable>
The root BayesVariable nodes.
no setter
runtimeType → Type
A representation of the runtime type of the object.
no setterinherited
single → String
Checks that this iterable has only one element, and returns that element.
no setterinherited
unseenMinimalProbability → double
The minimal probability for an unseen value.
final
variablesNames → List<String>
Returns all the BayesVariable nodes names.
no setter

Methods

addDependency(List<String> variablesNames, List<String> probabilities, {double? unseenMinimalProbability}) → BayesDependency
Adds a dependency between BayesVariables with respective probabilities.
addVariable(String name, List<String> values, List<String> parents, List<String> probabilities, {double? unseenMinimalProbability}) → BayesVariable
Adds a BayesVariable node, with values and parents and probabilities.
any(bool test(String element)) → bool
Checks whether any element of this iterable satisfies test.
inherited
cast<R>() → Iterable<R>
A view of this iterable as an iterable of R instances.
inherited
checkNotFrozen() → void
inherited
checkValid() → void
Checks if this instance is valid.
inherited
contains(Object? element) → bool
Whether the collection contains an element equal to element.
inherited
disposeCaches() → void
Disposes internal caches.
override
elementAt(int index) → String
Returns the indexth element.
inherited
every(bool test(String element)) → bool
Checks whether every element of this iterable satisfies test.
inherited
expand<T>(Iterable<T> toElements(String element)) → Iterable<T>
Expands each element of this Iterable into zero or more elements.
inherited
firstWhere(bool test(String element), {String orElse()?}) → String
The first element that satisfies the given predicate test.
inherited
fold<T>(T initialValue, T combine(T previousValue, String element)) → T
Reduces a collection to a single value by iteratively combining each element of the collection with an existing value
inherited
followedBy(Iterable<String> other) → Iterable<String>
Creates the lazy concatenation of this iterable and other.
inherited
forEach(void action(String element)) → void
Invokes action on each element of this iterable in iteration order.
inherited
freeze() → bool
Freezes the network turning it immutable.
override
getDependencyByVariables(List<String> dependentVariables) → BayesDependency?
getNodeByName(String name) → BayesVariable
Returns a BayesVariable node with name.
getNodesByNames(Iterable<String> names) → List<BayesVariable>
Returns a List of BayesVariables nodes with matching names.
hasNodeWithName(String name) → bool
Returns true if contains a node with name.
join([String separator = ""]) → String
Converts each element to a String and concatenates the strings.
inherited
lastWhere(bool test(String element), {String orElse()?}) → String
The last element that satisfies the given predicate test.
inherited
map<T>(T toElement(String e)) → Iterable<T>
The current elements of this iterable modified by toElement.
inherited
nodesInChain(Iterable<BayesVariable> selectedNodes) → List<BayesVariable>
Returns the BayesVariable nodes in the chain composed by selectedNodes.
noSuchMethod(Invocation invocation) → dynamic
Invoked when a nonexistent method or property is accessed.
inherited
parseEvent(String line) → BayesEvent
reduce(String combine(String value, String element)) → String
Reduces a collection to a single value by iteratively combining elements of the collection using the provided function.
inherited
singleWhere(bool test(String element), {String orElse()?}) → String
The single element that satisfies test.
inherited
skip(int count) → Iterable<String>
Creates an Iterable that provides all but the first count elements.
inherited
skipWhile(bool test(String value)) → Iterable<String>
Creates an Iterable that skips leading elements while test is satisfied.
inherited
take(int count) → Iterable<String>
Creates a lazy iterable of the count first elements of this iterable.
inherited
takeWhile(bool test(String value)) → Iterable<String>
Creates a lazy iterable of the leading elements satisfying test.
inherited
toJson() → Map<String, Object>
toJsonEncoded({bool pretty = false}) → String
toList({bool growable = true}) → List<String>
Creates a List containing the elements of this Iterable.
inherited
toSet() → Set<String>
Creates a Set containing the same elements as this iterable.
inherited
toString({bool withTables = true, bool allowHugeTables = false, int hugeTableLimit = 500}) → String
Returns a string representation of (some of) the elements of this.
override
validate() → Object?
Validates the instance. Returns the invalid Object or null when valid.
override
where(bool test(String element)) → Iterable<String>
Creates a new lazy Iterable with all elements that satisfy the predicate test.
inherited
whereType<T>() → Iterable<T>
Creates a new lazy Iterable with all elements that have type T.
inherited

Operators

operator ==(Object other) → bool
The equality operator.
override