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Introduction

ELM is a popular maiching learing algorithms. someone who interst in ELM can link to the homepage: http://www.ntu.edu.sg/home/egbhuang/

our project is based on the codebase of Vladislavs Dovgalecs, you can download here, http://www.ntu.edu.sg/home/egbhuang/source_codes/elm_linear.zip and read the blog from: http://dovgalecs.com/blog/extreme-learning-machine-matlab-mex-implementation/

the dataset we used in this project: http://archive.ics.uci.edu/ml/datasets/Covertype

Build

the project is depending on the libarary of Eigen: http://eigen.tuxfamily.org/index.php?title=Main_Page

instruction:

  • make core OR make simd
  • ./ELM thread_cnt N L

Ack

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impementation of extreme learning machine on multi-core server.

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