Contains classes for the implicit ALS initialization algorithm.
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struct | Parameter |
| Parameters of the compute() method of the implicit ALS initialization algorithm. More...
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struct | DistributedParameter |
| Parameters of the compute() method of the implicit ALS initialization algorithm in the distributed computing mode. More...
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class | Input |
| Input objects for the implicit ALS initialization algorithm More...
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class | DistributedInput< step1Local > |
| Input objects for the implicit ALS initialization algorithm in the first step of the distributed processing mode More...
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class | DistributedInput< step2Local > |
| Input objects for the implicit ALS initialization algorithm in the second step of the distributed processing mode More...
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class | PartialResultBase |
| Provides interface to access partial results obtained with the implicit ALS initialization algorithm in the first and second steps of the distributed processing mode. More...
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class | PartialResult |
| Provides methods to access partial results obtained with the compute() method of the implicit ALS initialization algorithm. More...
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class | DistributedPartialResultStep2 |
| Provides methods to access partial results obtained with the compute() method of the implicit ALS initialization algorithm. More...
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class | Result |
| Provides methods to access the results obtained with the compute() method of the implicit ALS initialization algorithm. More...
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enum DistributedPartialResultStep2Id |
Available types of partial results of the implicit ALS initialization algorithm in the second step of the distributed processing mode
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transposedData |
CSR numeric table that holds a block of users from the input data set
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data |
Input data table that contains ratings
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defaultDense |
Default: initialization method for input data stored in the dense format
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fastCSR |
Initialization method for input data stored in the compressed sparse row (CSR) format
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outputOfInitForComputeStep3 |
Partial results of the implicit ALS initialization algorithm computed in the first step and to be transferred to the third step of the distributed ALS training algorithm
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offsets |
Collection of 1x1 numeric tables that hold the global indices of the starting rows of the partial models
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enum PartialResultCollectionId |
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outputOfStep1ForStep2 |
Partial results of the implicit ALS initialization algorithm computed in the first step and to be transferred to the second step of the distributed initialization algorithm
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partialModel |
Partial implicit ALS model
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model |
Implicit ALS model
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Available identifiers of input objects for the implicit ALS initialization algorithm in the second step of the distributed processing mode
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inputOfStep2FromStep1 |
Partial results of the implicit ALS initialization algorithm computed in the first step and to be transferred to the second step of the distributed initialization algorithm
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