Description: The package includes the MATLAB code of Distribution-Free One-Pass Learning (DFOP) which aims to deal with the distribution-changing data stream in a one-pass update manner.
Reference:
[1] Peng Zhao, Xinqiang Wang, Siyu Xie, Lei Guo, and Zhi-Hua Zhou. Distribution-Free One-Pass Learning. IEEE Transaction on Data Engineering, in press. [
bibtex]
: This package was developed by
Peng Zhao. Feel free to contact Mr. Zhao if you have any problem regarding the code usage. This package is free for academic usage. You can run it at your own risk. For other purposes, please contact
Prof. Zhi-Hua Zhou.
Requirement: The package was developed with MATLAB.
Download: [
code] (2.38MB)