L1H specifications

Information


Unique identifier OMICS_09032
Name L1H
Alternative name L1-Homotopy
Software type Package/Module
Interface Command line interface
Restrictions to use None
Operating system Unix/Linux
Programming languages Python
Computer skills Advanced
Stability Stable
Maintained Yes

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Documentation


Maintainer


  • person_outline Xiaowei Zhuang <>

Publication for L1-Homotopy

L1H in publications

 (2)
PMCID: 5767247
PMID: 29375356
DOI: 10.3389/fncom.2017.00117

[…] as:, the convex problems in equation (12) can be efficiently solved by plenty of tools such as the l1-magic software package (candes and romberg, ), the gpsr package (figueiredo et al., ) and the l1-homotopy package (asif and romberg, )., finally, the identification of the test sample y can be employed using equation (5) as follows:, where the {·}l represents the l-th element in the brace., […]

PMCID: 4327065
PMID: 25580904
DOI: 10.3390/s150101071

[…] mit database [] and fei database []. our approach is compared with several other algorithms including the src [] and ssrc [] under the same conditions whereby all methods are optimized by using the l1-homotopy [,] algorithm with the regularization parameter λ =0.005. all experiments are done on a pc with an intel i7 2600 cpu and 16 g ram using a single thread. the implementation of all methods […]


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L1H institution(s)
Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA; Department of Physics, Zhejiang University, Hangzhou, China

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