cf_model.hpp File Reference
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Classes

class  CFModel
 The model to save to disk. More...

 
class  CFWrapper< DecompositionPolicy, NormalizationPolicy >
 The CFWrapper class wraps the functionality of all CF types. More...

 
class  CFWrapperBase
 The CFWrapperBase class provides a unified interface that can be used by the CFModel class to interact with all different CF types at runtime. More...

 

Namespaces

 mlpack
 
Linear algebra utility functions, generally performed on matrices or vectors.
 
 mlpack::cf
 
Collaborative filtering.
 

Enumerations

enum  InterpolationTypes
{
  AVERAGE_INTERPOLATION
,
  REGRESSION_INTERPOLATION
,
  SIMILARITY_INTERPOLATION

}
 InterpolationTypes contains the set of InterpolationPolicy classes that are usable by CFModel at prediction time. More...

 
enum  NeighborSearchTypes
{
  COSINE_SEARCH
,
  EUCLIDEAN_SEARCH
,
  PEARSON_SEARCH

}
 NeighborSearchTypes contains the set of NeighborSearchPolicy classes that are usable by CFModel at prediction time. More...

 

Detailed Description

Author
Wenhao Huang
Khizir Siddiqui

A serializable CF model, used by the main program.

mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license. You should have received a copy of the 3-clause BSD license along with mlpack. If not, see http://www.opensource.org/licenses/BSD-3-Clause for more information.

Definition in file cf_model.hpp.