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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 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