Dictionary Learning in PySpark
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tests
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R1DL.py
R1DL_Spark.py
README.md
__init__.py
functions.py

README.md

Dictionary Learning in PySpark

This code was used in the publication Scalable Fast Rank-1 Dictionary Learning for fMRI Big Data Analysis, published in KDD 2016.

Citing

If you use this software in a scientific publication, please use the following citation:

@inproceedings{li2016scalable,
  title={Scalable Fast Rank-1 Dictionary Learning for f{MRI} Big Data Analysis},
  author={Li, Xiang and Makkie, Milad and Lin, Binbin and Fazli, Mojtaba  Sedigh and Davidson, Ian and Ye, Jieping and Liu, Tianming and Quinn, Shannon},
  booktitle={KDD 2016: Proceeding of the 22nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining},
  year={2016},
}

License

Copyright 2016 Milad Makkie, Xiang Li, Mojtaba Fazli, Tianming Liu, Shannon Quinn

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

   http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.