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 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

Clone the repo and run it directly

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

Contact

Zhi-Min Zhang: [email protected]