| Key | Value |
|---|---|
| FileSize | 69768684 |
| MD5 | 784DC8237F222546A661FDE4A2262AE0 |
| 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 | B2D8B52038ECACBBCDB59359361938F905E75D0A |
| SHA-256 | 6FCBF6A7496801D64930857E79C3C5ED9AC3BE6DF58BC3D40CEF0BD1EEE43CE0 |
| 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/lib/debug/.build-id/bb/b55dbe3b7485c86d9d0b52b67f94e6083a89ec.debug |
| FileSize | 72817756 |
| MD5 | 84261E3CFBF7293E002456B892E9F2A7 |
| SHA-1 | 047592CCD1ED2A7D145B4DB78C21268B70C4971B |
| SHA-256 | 2DE1D185C7593E546C0C2F1A70B0A175F24191B76EC9C00292EE749B8564C25D |
| SSDEEP | 1572864:/UNXcshVodaT2Q3cSY7AYp27ZcNjwmUaimXl5KZ:MNsshVodaTxcTk7Skmji0/6 |
| TLSH | T125F722AE2B88EA77D40F7CB40B37928859E49D4A3444C5ADFD7E830CDF698C346395A4 |
| Key | Value |
|---|---|
| FileName | ./usr/share/doc/shogun-doc-en/changelog.gz |
| FileSize | 919217 |
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| SHA-1 | C376E3FEBBEB0378E5C6467256DAD652A5C6424D |
| SHA-256 | 46E52BB3902895D09B61D10B78A3B43B731303F66BDE8B7C1DAE6B4D3A3B9AF5 |
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| Key | Value |
|---|---|
| FileName | ./usr/share/doc/shogun-cmdline-static/changelog.Debian.mips.gz |
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| Key | Value |
|---|---|
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| Key | Value |
|---|---|
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| TLSH | T1F1739D22A36EFCA3C4853CB429F3572847D00C5AA815D1BEF87CC65986C6EC91E397C6 |
| Key | Value |
|---|---|
| FileName | ./usr/share/doc/shogun-doc-en/changelog.Debian.gz |
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