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polossk/Unsupervised-Distance-Metric-Learning-ToolKits

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Unsupervised-Distance-Metric-Learning-ToolKits

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[Code with Matlab Publish] [git code]

Machine Learning Notebook @Polo's Blog

Note

  • Matlab Implementation with Comment
  • Examples Offered, Easy to Understand
  • Check this to Preview

Index

  • Principal Component Analysis
  • Multiple Dimensional Scaling
    • global structure preserved, linear, best preserve inter-point distance in low-rank

Copyright

Use this code whatever you want, under the circumstances of acknowleged the mit license this page below. Star this repository if you like, and it will be very generous of you!

Reference

  1. Cgonzalez R. & Ewoods R. (2009). Digital Image Processing, Third Edition. Journal of Biomedical Optics, 14(2).
  2. Cox, T.F. and M.A.Cox. (2001). Multidimensinoal Scaling. Chapman & Hall/CRC, London, UK
  3. Bretttenenbaum J., De Silva V. & Langford J. (2000). A Global Geometric Framework for Nonlinear Dimensionality Reduction. Science, ,2319-2323.
  4. Bkruskal J. (1964). Nonmetric multidimensional scaling: A numerical method. Psychometrika, 29(2) ,115-129.

License

The MIT License (MIT) Copyright (c) 2016 Shangkun Shen, http://polossk.com polossk_dev@126.com

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the “Software”), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

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