A IRecommender that uses matrix factorization (a projection of users
and items onto a feature space)
Inheritance Hierarchy
NReco.CF.Taste.Impl.Recommender.AbstractRecommender
NReco.CF.Taste.Impl.Recommender.SVD.SVDRecommender
Namespace: NReco.CF.Taste.Impl.Recommender.SVD
Assembly: NReco.Recommender (in NReco.Recommender.dll) Version: 1.0.0.0 (1.0.0.0)
Syntax
The SVDRecommender type exposes the following members.
Constructors
| Name | Description | |
|---|---|---|
 | SVDRecommender(IDataModel, IFactorizer) | Initializes a new instance of the SVDRecommender class |
| SVDRecommender(IDataModel, IFactorizer, IPersistenceStrategy) | Initializes a new instance of the SVDRecommender class |
| SVDRecommender(IDataModel, IFactorizer, ICandidateItemsStrategy) | Initializes a new instance of the SVDRecommender class |
| SVDRecommender(IDataModel, IFactorizer, ICandidateItemsStrategy, IPersistenceStrategy) | Initializes a new instance of the SVDRecommender class |
Methods
| Name | Description | |
|---|---|---|
| Equals | (Inherited from Object.) |
| EstimatePreference | (Overrides AbstractRecommender.EstimatePreference(Int64, Int64).) |
| GetDataModel | (Inherited from AbstractRecommender.) |
| GetHashCode | Serves as a hash function for a particular type. (Inherited from Object.) |
| GetType | Gets the Type of the current instance. (Inherited from Object.) |
| Recommend(Int64, Int32) | (Inherited from AbstractRecommender.) |
| Recommend(Int64, Int32, IDRescorer) | (Overrides AbstractRecommender.Recommend(Int64, Int32, IDRescorer).) |
| Refresh | (Overrides AbstractRecommender.Refresh(IList<IRefreshable>).) |
| RemovePreference | (Inherited from AbstractRecommender.) |
| SetPreference | (Inherited from AbstractRecommender.) |
| ToString | Returns a string that represents the current object. (Inherited from Object.) |
See Also