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Transfer via Extreme learning machine Auto-encoder Method (TEAM)

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TEAM

A novel spectra standardization algorithm entitled Transfer via Extreme learning machine Auto-encoder Method (TEAM) has been proposed. Compared with commonly used method like PDS and CCA, the TEAM is a more stable method and can significantly reduce prediction errors. The programming language is Python.

System diagram of TEAM

##Installation

###Install Python Python 2.7 is recommended

https://www.python.org/ftp/python/2.7.10/python-2.7.10.msi

###Install dependent packages

  1. Numpy:

  2. Scipy:

  3. Matplotlib:

pip install numpy
pip install scipy
pip install matplotlib

##Contact Chen WoRuo: chenworuo@csu.edu.cn

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