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zmzhang/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.

Installation

Install Python

Python 2.7 and Python 3.7 are recommended.

Install dependent packages

  1. Numpy:
  2. Scipy:
  3. Matplotlib:
pip install numpy
pip install scipy
pip install matplotlib

Clone the repo and run it directly

git clone https://github.com/zmzhang/TEAM.git

Contact

Zhi-Min Zhang: zmzhang@csu.edu.cn

About

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

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Readme

License

BSD-3-Clause license

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