alex.ml.ep package¶
Submodules¶
alex.ml.ep.node module¶
-
class
alex.ml.ep.node.
ConstChangeGoal
(name, desc, card, parameters, parents=None)[source]¶ Bases:
alex.ml.ep.node.GroupingGoal
ConstChangeGoal implements all functionality as is include in GroupingGoal; however, it that there are only two transition probabilites for transitions between the same values and the different values.
-
class
alex.ml.ep.node.
Goal
(name, desc, card, parameters, parents=None)[source]¶ Bases:
alex.ml.ep.node.Node
Goal can contain only the same values as the observations.
As a consequence, it can contain values of its previous node.
-
class
alex.ml.ep.node.
GroupingGoal
(name, desc, card, parameters, parents=None)[source]¶ Bases:
alex.ml.ep.node.GroupingNode
,alex.ml.ep.node.Goal
GroupingGoal implements all functionality as is include in Goal; however, it only update the values for which was observed some evidence.
-
class
alex.ml.ep.node.
GroupingNode
(name, desc, card)[source]¶ Bases:
alex.ml.ep.node.Node
-
class
alex.ml.ep.node.
Node
(name, desc, card)[source]¶ Bases:
object
A base class for all nodes in a belief state.
-
getMostProbableValue
()[source]¶ The function returns the most probable value and its probability in a tuple.
-