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README.md

McKernel

McKernel: A Library for Approximate Kernel Expansions in Log-linear Time.

For more information about the library, visit the website:

www.decurto.tw

If you use McKernel in a publication, please cite the paper below:

    @article{Curto17,
      author = "J. D. Curt\'o and I. C. Zarza and F. Yang and A. Smola and F. Torre and C. W. Ngo and L. Gool",
      title = "{McKernel}: A Library for Approximate Kernel Expansions in Log-linear Time",
      journal = "arXiv:1702.08159",
      year = "2017",
    }

Change Log

Version 2.2, released on 06/06/2019.

Version 2.1, released on 04/06/2019.

Version 2.0, released on 26/03/2019.

Version 1.1, released on 24/01/2019.

Version 1.0, released on 12/05/2018.


File Information

  • Standard (mckernel/standard).
    • Library McKernel.
  • Standard+ (mckernel/sdd+).
    • Library McKernel. Pseudo-random numbers generated with functions of hashing. Suitable for distributed applications. Recommended.
  • Learning (mckernel/lg).
    • DL framework to reproduce experiments in the paper.

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McKernel: A Library for Approximate Kernel Expansions in Log-linear Time.

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