| Key | Value |
|---|---|
| FileSize | 70611296 |
| MD5 | 5CC5C50F8EE554C8485C1524F7D1A310 |
| PackageDescription | Large Scale Machine Learning Toolbox SHOGUN - is a new machine learning toolbox with focus on large scale kernel methods and especially on Support Vector Machines (SVM) with focus to bioinformatics. It provides a generic SVM object interfacing to several different SVM implementations. Each of the SVMs can be combined with a variety of the many kernels implemented. It can deal with weighted linear combination of a number of sub-kernels, each of which not necessarily working on the same domain, where an optimal sub-kernel weighting can be learned using Multiple Kernel Learning. Apart from SVM 2-class classification and regression problems, a number of linear methods like Linear Discriminant Analysis (LDA), Linear Programming Machine (LPM), (Kernel) Perceptrons and also algorithms to train hidden markov models are implemented. The input feature-objects can be dense, sparse or strings and of type int/short/double/char and can be converted into different feature types. Chains of preprocessors (e.g. substracting the mean) can be attached to each feature object allowing for on-the-fly pre-processing. . SHOGUN comes in different flavours, a stand-a-lone version and also with interfaces to Matlab(tm), R, Octave, Readline and Python. This package contains debug symbols for all interfaces. |
| PackageMaintainer | Debian QA Group <packages@qa.debian.org> |
| PackageName | libshogun-dbg |
| PackageSection | debug |
| PackageVersion | 3.2.0-8+b1 |
| SHA-1 | C59629787B25468028CDC80A71070B069090397C |
| SHA-256 | 07683C00233F0AC9D58B131DAD490A19F9ED259771345D89F909622F0A000964 |
| hashlookup:children-total | 6 |
| hashlookup:trust | 50 |
The searched file hash includes 6 children files known and seen by metalookup. A sample is included below:
| Key | Value |
|---|---|
| FileName | ./usr/share/doc/shogun-cmdline-static/changelog.Debian.s390x.gz |
| FileSize | 219 |
| MD5 | 628A3DD6CCE59AE325A6E433A6ED354F |
| SHA-1 | B32DC6511C6C0617CC5CB8DBB3E30242A06FAE11 |
| SHA-256 | 6055F48CEAE740745CADCFA1E64E5FEECD4EA6BBD410AAFF9845690DFEBAA526 |
| SSDEEP | 6:XtX42Xb2vpjUiXl/IyR+kZzpOoybJoT/RPll:XXXivhUiXlwabTOzbWzRPll |
| TLSH | T15ED0A727710A12B6D3D5853A25C05BE86935A0A089509079F9265502F57A2E580053E9 |
| Key | Value |
|---|---|
| FileName | ./usr/share/doc/shogun-doc-en/changelog.gz |
| FileSize | 919217 |
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| SHA-256 | 46E52BB3902895D09B61D10B78A3B43B731303F66BDE8B7C1DAE6B4D3A3B9AF5 |
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| Key | Value |
|---|---|
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| Key | Value |
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| Key | Value |
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| TLSH | T1C6F723CE4B99DF47D55B3C741A3B22A858A58D8E3448E1ADFE3D5310DBCB4C2863D928 |
| Key | Value |
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| FileName | ./usr/share/doc/shogun-doc-en/changelog.Debian.gz |
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