MyMediaLite
3.11
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Namespaces | |
package | Correlation |
This namespace contains several correlation/distance measures. | |
package | Data |
This namespace contains MyMediaLite's principal data structures, which are used e.g. to store the interaction data that is used to train personalized recommenders. | |
package | DataType |
This namespace contains standard data types that are used by MyMediaLite, e.g. matrices, vectors, etc. | |
package | Diversification |
This namespace contains methods for diversifying result lists. | |
package | Ensemble |
This namespace contains recommender ensembles. | |
package | Eval |
This namespace contains evaluation routines. | |
package | HyperParameter |
This namespace contains classes for automated hyper-parameter search. | |
package | IO |
This namespace contains I/O routines, e.g. to load interaction data from files and databases, or for loading recommender models from disk. | |
package | ItemRecommendation |
This namespace contains item recommenders and some helper classes for item recommendation. | |
package | RatingPrediction |
This namespace contains rating predictors and some helper classes for rating prediction. | |
package | Taxonomy |
This namespace contains taxonomical data structures, i.e. data structures that help us to describe what kind of a thing something is. | |
Classes | |
class | DelegateComparer |
class | Extensions |
Helper class with utility methods for handling recommenders More... | |
class | Handlers |
Class containing handler functions, e.g. exception handlers More... | |
interface | IIncrementalRecommender |
Interface for recommenders that support incremental model updates. More... | |
interface | IItemAttributeAwareRecommender |
Interface for recommenders that take binary item attributes into account More... | |
interface | IItemRelationAwareRecommender |
Interface for recommenders that take a binary relation over items into account More... | |
interface | IItemSimilarityProvider |
Interface for classes that provide item similarities More... | |
interface | IIterativeModel |
Interface representing iteratively trained models More... | |
interface | INeedsMappings |
Interface for classes that need user and item ID mappings, e.g. for recommenders that read data from external sources and thus need to know which IDs are used externally. More... | |
interface | IRecommender |
Generic interface for simple recommenders More... | |
interface | IUserAttributeAwareRecommender |
Interface for recommenderss that take binary user attributes into account More... | |
interface | IUserRelationAwareRecommender |
Interface for recommenders that take a binary relation over users into account More... | |
interface | IUserSimilarityProvider |
Interface for classes that provide user similarities More... | |
class | Memory |
Memory-related tools More... | |
class | MultiCore |
Utility routines for multi-core algorithms More... | |
class | Random |
Random number generator singleton class More... | |
class | Recommender |
Abstract recommender class implementing default behaviors More... | |
class | RecommenderParameters |
Class for key-value pair string processing More... | |
class | Utils |
Class containing utility functions More... | |
class | Wrap |
Static methods to wrap around other code. More... | |