Package | Description |
---|---|
es.upm.etsisi.cf4j.data |
This package contains data classes of CF4J.
|
es.upm.etsisi.cf4j.qualityMeasure |
Contains the implementation of different quality measures for collaborative filtering based
recommender systems.
|
es.upm.etsisi.cf4j.qualityMeasure.prediction |
Contains the implementation of different quality measures oriented to predictions.
|
es.upm.etsisi.cf4j.qualityMeasure.recommendation |
Contains the implementation of different quality measures oriented to recommendations.
|
es.upm.etsisi.cf4j.recommender |
This package contains the implementation of different collaborative filtering based recommenders.
|
es.upm.etsisi.cf4j.recommender.knn |
This package contains the implementation of different knn based collaborative filtering
recommenders.
|
es.upm.etsisi.cf4j.recommender.knn.itemSimilarityMetric |
This package contains different implementations of item-to-item similarity metrics used in the
item-to-item knn based collaborative filtering algorithm.
|
es.upm.etsisi.cf4j.recommender.knn.userSimilarityMetric |
This package contains different implementations of user-to-user similarity metric used in the
user-to-user knn based collaborative filtering algorithm.
|
es.upm.etsisi.cf4j.recommender.matrixFactorization |
This package contains the implementation of different matrix factorization based collaborative
filtering recommenders.
|
es.upm.etsisi.cf4j.util.optimization |
This package includes optimization utils designed to tune recommenders' hyper-parameters.
|
Class and Description |
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DataBank
DataBank is focused on storing heterogeneous data as a support to the calculations made in the
recommendation process.
|
DataModel
This class manages all the information related with a collaborative filtering based recommender
system.
|
DataSet
This interface works as a bridge between the raw file and the DataModel.
|
Item
Defines a composition of an Item.
|
TestItem
A TestItem extends an Item given it the following properties:
Index in the DataModel array which stores test items.
|
TestUser
A TestUser extends an User given him or her the following properties:
Index in the DataModel array which stores test users.
|
User
Defines a composition of an User.
|
Class and Description |
---|
TestUser
A TestUser extends an User given him or her the following properties:
Index in the DataModel array which stores test users.
|
Class and Description |
---|
TestUser
A TestUser extends an User given him or her the following properties:
Index in the DataModel array which stores test users.
|
Class and Description |
---|
TestUser
A TestUser extends an User given him or her the following properties:
Index in the DataModel array which stores test users.
|
Class and Description |
---|
DataModel
This class manages all the information related with a collaborative filtering based recommender
system.
|
TestUser
A TestUser extends an User given him or her the following properties:
Index in the DataModel array which stores test users.
|
Class and Description |
---|
DataModel
This class manages all the information related with a collaborative filtering based recommender
system.
|
Class and Description |
---|
DataModel
This class manages all the information related with a collaborative filtering based recommender
system.
|
Item
Defines a composition of an Item.
|
Class and Description |
---|
DataModel
This class manages all the information related with a collaborative filtering based recommender
system.
|
User
Defines a composition of an User.
|
Class and Description |
---|
DataModel
This class manages all the information related with a collaborative filtering based recommender
system.
|
Class and Description |
---|
DataModel
This class manages all the information related with a collaborative filtering based recommender
system.
|
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