| Key | Value |
|---|---|
| FileSize | 72983236 |
| MD5 | 5CD699FBE36A47AC4993FFB8718F24BD |
| 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 | F2CF9A8EAB265EFC990F92E4700A0B10918E2822 |
| SHA-256 | F0043951167167CB980A3D88E8F2B6F4E7BEB312EEA6B396E06B7AAE04659CD4 |
| 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/21/db0d7105c496a47be5f6b62ab30a64920d1658.debug |
| FileSize | 76167568 |
| MD5 | 70631E89EE01882B712E65BD22D96301 |
| SHA-1 | 9ABF010909210F9DC4AEDA817B20CE63850106A6 |
| SHA-256 | FAB0D88ACE9521ABBE71260873AE3228EE2BF274902AD2F8841EED16DE396D82 |
| SSDEEP | 1572864:YFcAplq+xqxioJpRk6OnPPb2Ty3qW1P9i96DYb6rrBce90:vA3qX3p/MPT2Ty3qyEbKWK0 |
| TLSH | T119F723AA078EDF86D94B3C75463732584AA5AC0E3088C5EDBF3D8D11EFC99C24639935 |
| Key | Value |
|---|---|
| FileName | ./usr/share/doc/shogun-doc-en/changelog.gz |
| FileSize | 919217 |
| MD5 | 698B686D238559C5776E78FC4F551AA8 |
| SHA-1 | C376E3FEBBEB0378E5C6467256DAD652A5C6424D |
| SHA-256 | 46E52BB3902895D09B61D10B78A3B43B731303F66BDE8B7C1DAE6B4D3A3B9AF5 |
| SSDEEP | 24576:/QbazezWW3X8nQZFuwkmzue+Dy+kycIULmL1GVB1Q8h8QIX0GBlSC:haCWn8neFZkhDYycmL1GZQ8CQIXfBYC |
| TLSH | T1401533A6225D7EB90AC28600E14815BBFED1774256272FFC20F9EDD66C1CA06C34FDA5 |
| Key | Value |
|---|---|
| FileName | ./usr/lib/debug/.build-id/b3/eed8bbd410895820fb49bf5cfebf824fe4a2a2.debug |
| FileSize | 80008 |
| MD5 | 464510393CC30BCF0C4A7BDEDDB0FB48 |
| SHA-1 | BB1EFBA06D4E3DCB2F3ADEDD1566C6ECAC54DE41 |
| SHA-256 | 89C563BB1D92EED63DDE0BBCF26471EA61A07C507379D879F65302F4A383FC63 |
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| TLSH | T158738D22929FEDD5C4823A7522F3373446A1BC1FA0E0D2BDA9FCC452A5C69CD0E75686 |
| Key | Value |
|---|---|
| FileName | ./usr/share/doc/shogun-cmdline-static/changelog.Debian.ppc64el.gz |
| FileSize | 225 |
| MD5 | E96EB966A3B7F27D197D8E5D42A37780 |
| SHA-1 | 5498608DCD901A8D6643FBDD2714281DE28847E9 |
| SHA-256 | 5A175EB28B6A9D5D5827A9D2AC00D07558B017FEB908277B1F221093E57A4433 |
| SSDEEP | 6:XtDQ2VqBuwLACOsK/yUilYK7I9UCIvTqaXnkENY+:Xiw83O5HiGul/kE2+ |
| TLSH | T1C5D0230A0C31009F9D40077F22381017C00073234032F1E63DD21664F4E084088E64EC |
| Key | Value |
|---|---|
| FileName | ./usr/share/doc/shogun-doc-en/copyright |
| FileSize | 10643 |
| MD5 | CEDB8C6952D55BDE83EB986BC9F54521 |
| SHA-1 | 99CB9FFC2DAEC75E39B4EDB1E3AC3DABDF15A39E |
| SHA-256 | F1886AAC557E924225B7936245DA507E5106BDA3CA5A20C33CF7B6F54F7EDB0F |
| SSDEEP | 192:IctmSJ3YrsyrsrjH3d3TENp7RvYrsyrsrjH3d3TENps1ujFlLfuU2HPXe6WnVFgs:PtmSOrsyrsnXFTEN4rsyrsnXFTENBFlh |
| TLSH | T1B422C996261847F63CE233F32D3A9D8C7206DC5D762B4D56349CC26C131B25E99F20E9 |
| Key | Value |
|---|---|
| FileName | ./usr/share/doc/shogun-doc-en/changelog.Debian.gz |
| FileSize | 6533 |
| MD5 | EE39AEAE5D2BEC40B8508DE560859CB1 |
| SHA-1 | E7A8111B063FC0FF57EAB74E8B5DF660440791EB |
| SHA-256 | 1D8F18E9604098A084858DCC384E6C4A8A85ABBB04353F533F25D479BACD94E3 |
| SSDEEP | 192:oV66coOliLTCOD0d24w1c3iyVPIZE1t/t94:DiCfd2fc3RvHm |
| TLSH | T1C0D18F16E8CE8929A47F46991EDC5DA087FFABE1247D00DC337D618EF251A04C56E071 |