deepNF specifications
Information
Unique identifier | OMICS_24071 |
---|---|
Name | deepNF |
Software type | Application/Script |
Interface | Command line interface |
Restrictions to use | None |
Programming languages | Python |
Computer skills | Advanced |
Stability | Stable |
Requirements |
python, scikit-learn, numpy, keras, tensorflow, ppmi, deepnf
|
Maintained | Yes |
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Versioning
No version available
Maintainers
- person_outline Vladimir Gligorijević
- person_outline Meet Barot
- person_outline Richard Bonneau
Publication for deepNF
deepNF citation
Opportunities and obstacles for deep learning in biology and medicine
[…] uctural information.An important challenge in PPI network prediction is the task of combining different networks and types of networks. Gligorijevic et al. [] developed a multimodal deep autoencoder, deepNF, to find a feature representation common among several different PPI networks. This common lower-level representation allows for the combination of various PPI data sources towards a single pre […]
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