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Hub Toolbox 2.3.0

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@VarIr VarIr released this 22 Aug 15:45
· 461 commits to master since this release

The HUB TOOLBOX now supports the following hubness reduction methods:

  • Mutual Proximity (Empiric, Gauss, Indep. Gauss, Indep. Gamma)
  • Local Scaling (Normal, NICDM)
  • Shared Nearest Neighbors
  • Centering (Normal, Weighted, Localized)
  • DisSim (Global, Local)

Most methods now support (sparse) similarity matrices.

Most methods now support train/test splits.

MP and hubness functions now support parallel processing.

Performance improvements for several methods.

Vast unit test coverage.