SINGA was initiated by the DB System Group at National University of Singapore in 2014, in collaboration with the database group of Zhejiang University. Please cite the following two papers if you use SINGA in your research:
B.C. Ooi, K.-L. Tan, S. Wang, W. Wang, Q. Cai, G. Chen, J. Gao, Z. Luo, A. K. H. Tung, Y. Wang, Z. Xie, M. Zhang, and K. Zheng. SINGA: A distributed deep learning platform. ACM Multimedia (Open Source Software Competition) 2015
W. Wang, G. Chen, T. T. A. Dinh, B. C. Ooi, K.-L.Tan, J. Gao, and S. Wang. SINGA: putting deep learning in the hands of multimedia users. ACM Multimedia 2015.
Rafiki is a sub module of SINGA. Please cite the following paper if you use Rafiki in your research:
- Wei Wang, Jinyang Gao, Meihui Zhang, Sheng Wang, Gang Chen, Teck Khim Ng, Beng Chin Ooi, Jie Shao, Moaz Reyad. Rafiki: Machine Learning as an Analytics Service System. VLDB 2019 (BibTex).
SINGA is released under Apache License Version 2.0