def __init__(self, id, H, HI, F1, IF1, W1, IW1, F2, IF2, W2, IW2, CTLT):
self.__latentTopic=LatentTopic(id, "", H, HI, F1, IF1, W1, IW1, F2, IF2, W2, IW2)
self.__controlTypeLatentTopic=CTLT
class ControlLatentTopic:
"""Control entity whose function is to be a layer between the user and LatentTopic model,
also it will be the only thing the user can see and use to access and work with the model.
Parameters
----------
id : int,
ID of the LatentTopic
name: String
Name of the LatentTopic.
H: array or matrix,
Vector of belonging degrees of each Document to the Latent Topic.
F1: array or matrix,
Basis of the Latent Topic.
W1: array or matrix,
Basis of the Latent Topic in terms of the documents.
F2: array or matrix,
Basis of the Latent Topic on the Asymmetric Factorization.
W2: array or matrix,
Basis of the Latent Topic in terms of the documents on the Asymmetric Factorization.
Attributes
----------
controlTypeLatentTopic : ControlTypeLatentTopic control entity.
latentTopic : LatentTopic entity.
Example
-------
"""
def __init__(self, id, H, HI, F1, IF1, W1, IW1, F2, IF2, W2, IW2, CTLT):
self.__latentTopic=LatentTopic(id, "", H, HI, F1, IF1, W1, IW1, F2, IF2, W2, IW2)
self.__controlTypeLatentTopic=CTLT
def getBelongingDegree(self,identificador):
""" Return the belong degree of the document, -1 if the document is not on the dictionary.
That means the document was not on the initial list of documents.
"""
id=self.__controlTypeLatentTopic.getDictionary(identificador)
if id!=None:
return self.__latentTopic.getBelongingVector(id)
else:
return -1
def getModalResume(self, type=True):
"""Return a sorted index list of the array representativeWords or resumeWords."""
if type:
return self.__latentTopic.getSortedIndexRepresentativeWords()
else:
return self.__latentTopic.getSortedIndexResumeWords()
def getDocumentResume(self, type=1):
"""Return a sorted index list of the array representativeDocuments or resumeDocuments."""
if type == 1:
return self.__latentTopic.getSortedIndexBelongingVector()
if type == 2:
return self.__latentTopic.getSortedIndexReoresentativeDocuments()
return self.__latenTopic.getSortedIndexResumeDocuments()
def setLatantTopicName(self, name):
""" Change the LatentTopic name."""
self.__latentTopic.setName(name)
def getLatantTopicName(self):
""" Change the LatentTopic name."""
return self.__latentTopic.getName()
def getLatantTopicId(self):
""" Change the LatentTopic name."""
return self.__latentTopic.getId()
