Computation Modes

The library algorithms support the following computation modes:

  • Batch processing
  • Online processing
  • Distributed processing

You can select the computation mode during initialization of the Algorithm.

For a list of computation parameters of a specific algorithm in each computation mode, possible input types, and output results, refer to the description of an appropriate algorithm.

Online Processing

Online processing computation mode assumes that data arrives in blocks i = 1, 2, 3, … nblocks.

Computation of correlation and variance-covariance matrices in the online processing mode follows the general computation schema for online processing described in Algorithms.

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