https://github.com/tensorly/tensorly
Revision 218bcac112f1535f5d0843187916fb4977be88f5 authored by Aaron Meurer on 11 December 2018, 21:34:11 UTC, committed by Aaron Meurer on 11 December 2018, 21:34:11 UTC
The idea to modify the tensor with the masked array is from Tomasi, Giorgio, and Rasmus Bro. "PARAFAC and missing values." Chemometrics and Intelligent Laboratory Systems 75.2 (2005): 163-180. This still needs to be modified to continue to work with sparse arrays. Right now, it fully decomposes the factors to compute the modification, which will not work if the fully decomposed factors do not fit in memory.
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Tip revision: 218bcac112f1535f5d0843187916fb4977be88f5 authored by Aaron Meurer on 11 December 2018, 21:34:11 UTC
Start adding support for masked values to parafac()
Start adding support for masked values to parafac()
Tip revision: 218bcac
| File | Mode | Size |
|---|---|---|
| conda | ||
| doc | ||
| examples | ||
| tensorly | ||
| .coveragerc | -rw-r--r-- | 72 bytes |
| .gitignore | -rw-r--r-- | 905 bytes |
| .travis.yml | -rw-r--r-- | 1.6 KB |
| AUTHORS.rst | -rw-r--r-- | 272 bytes |
| CHANGELOG.md | -rw-r--r-- | 229 bytes |
| LICENSE.txt | -rw-r--r-- | 1.5 KB |
| Makefile | -rw-r--r-- | 370 bytes |
| README.rst | -rw-r--r-- | 6.1 KB |
| deploy_docs.sh | -rw-r--r-- | 930 bytes |
| requirements.txt | -rw-r--r-- | 35 bytes |
| setup.cfg | -rw-r--r-- | 508 bytes |
| setup.py | -rwxr-xr-x | 1.9 KB |
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