Metadata-Version: 2.1
Name: mprod-package
Version: 0.0.1a1
Summary: Software implementation for tensor-tensor m-product framework
Home-page: https://github.com/UriaMorP/mprod_package
Author: Uria Mor, Rafael Valdes Mas, Yotam Cohen, Haim Avron
Author-email: uriamo@gmail.com
License: BSD
Description: # mprod_package
        Software implementation for tensor-tensor m-product framework [[1]](#1).
        The library currently contains tubal QR and tSVDM decompositions, and the TCAM method for dimensionality reduction.
        
        
        <p align="center">
          <img width="80%",height="80%",  src="https://user-images.githubusercontent.com/16097812/143407367-36c30aa4-da1f-4a8b-93db-470114486064.png" />
        </p>
        
        ## Installation 
        Make sure that all dependencies are installed in a newly created conda environment using the conda-forge channel
        
        Dependencies:
        * python                    3.6.8
        * scipy                     1.5.3
        * scikit-learn              0.24.1
        * numpy                     1.19.2
        * dataclasses               0.7
        * pip                       21.0.1
        
        
        Clone the repository, then from the package directory, run
        ```
        pip install -e .
        ```
        
        
        
        
        The package 
        
        
        
        ## References
        <a id="1">[1]</a> 
        Misha E. Kilmer, Lior Horesh, Haim Avron, and Elizabeth Newman.  Tensor-tensor algebra for optimal representation and compression of multiway data. Proceedings of the National Academy of Sciences, 118(28):e2015851118, jul 2021.
        
Keywords: Tensor,multi way,omics,longitudinal,factorization,analysis,TCA,TCAM,PCA,M product,tensor tensor product,tSVD,tSVDM,tensor decomposition
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Science/Research
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3 :: Only
Requires-Python: >=3.6.8
Description-Content-Type: text/markdown
Provides-Extra: dev
