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Distributed Deep Learning System |
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NOTICE: We are organizing a [workshop on deep learning]({{ BASE_PATH }}/workshop).
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The [Introduction]({{ BASE_PATH }}{% post_url /docs/2015-01-01-overview %}) page gives an overview of SINGA.
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The [Installation]({{ BASE_PATH }}{% post_url /docs/2015-01-20-installation %}) guide describes details on downloading and installing SINGA.
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Please follow the [Quick Start]({{ BASE_PATH }}{% post_url /docs/2015-01-10-quick-start %}) guide to run simple applications on SINGA.
- Documentations are listed [here]({{ BASE_PATH }}/docs.html).
- Code API can be found [here]({{ BASE_PATH }}/api/index.html).
- Research publication list is available [here]({{ BASE_PATH }}/research/publication).
- Please subscribe to our development mailing list dev-subscribe@singa.incubator.apache.org.
- If you find any issues using SINGA, please report it to the Issue Tracker.
- You can also contact with [SINGA committers]({{ BASE_PATH }}/dev/community) directly.
More details on contributing to SINGA is described here.
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SINGA will be presented at BOSS of VLDB 2015 at Hawai'i, 1 Sep, 2015.
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We will present SINGA at ADSC/I2R Deep Learning Workshop, 25 Aug, 2015.
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We will give a talk on SINGA at VLDB summer school at Tsinghua University, 25-31 July, 2015.
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We will give a tutorial on SINGA at I2R, 29 June, 2015.
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SINGA will go to DanaC of SIGMOD 2015 at Melbourne, 31 May - 4 June, 2015.
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SINGA has been accepted by Apache Incubator, 17 March, 2015.
Please cite the following two papers if you use SINGA in your research:
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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 ([BibTex]({{ BASE_PATH }}/assets/file/bib-oss.txt)).
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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 ([BibTex]({{ BASE_PATH }}/assets/file/bib-singa.txt)).
SINGA is released under Apache License Version 2.0.
