| Key | Value |
|---|---|
| FileSize | 75633244 |
| MD5 | 861C2B0635123A4CA5B373856E90562F |
| 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 | 2E187DA3081BC0B148A2C690D053252B8DB04E3F |
| SHA-256 | E219EDE62BA3B7DCF85750D6CD57A49E7C71DFA27B680EDD1971975110A8716F |
| 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/ea/7ed16e3b891fc655454c23320fb4a877e70ff6.debug |
| FileSize | 77208 |
| MD5 | 6CF21C8C828663F933D0799F25A2E833 |
| SHA-1 | 6A90DC17E48200B2E93ADE3B97BB42226BEB046E |
| SHA-256 | 1F0BBC9E9C47C2A7B3D0F712B1B608486F084021D9571391657E0C6306AAE191 |
| SSDEEP | 768:l6mhSqMi40w5sC85VgphAxIStgRfzfJhdxnfVjl8xfm4pkcD8pME3M+eUvNivGQG:BKl5t8Tm9fJnhCfm4vWH3M+xNSKU60K |
| TLSH | T1AA738E43937EFC41CCC13DB42A73271447E24D5AB510D2EEA97C45819BCAAD90E7ABC5 |
| 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/share/doc/shogun-cmdline-static/changelog.Debian.arm64.gz |
| FileSize | 217 |
| MD5 | D9BB5C1809B781D30A0B1DF0C81C445E |
| SHA-1 | 03182644380E506308DE136378FA0B3860AD71E4 |
| SHA-256 | 853DD51312FED49CCACB4E680F79A4E165B0C6E749922235CC289EE93FAEA6F0 |
| SSDEEP | 6:XtyB5O2EOm6yVhnq+qir88GWEGlxAQJZgh:XU5Q3nqD1mEKxA2ZG |
| TLSH | T11FD02311C322433C681CD775B942B0B7C434F0845A021F92484138FB3C064C152F9128 |
| 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 |
| Key | Value |
|---|---|
| FileName | ./usr/lib/debug/.build-id/9d/c826ba14f781783fa10814356d23f7ca4d02cc.debug |
| FileSize | 79425648 |
| MD5 | 5D714A4502599C8B6A123C7AC04EFD93 |
| SHA-1 | 96E9EF9DB1068741D050DFA1BA1D3C9723FF5727 |
| SHA-256 | 26C459DFFC4BC4880ABF5E4B8D9AA97FF62746AEC0ACB1CE5F770F889870814E |
| SSDEEP | 1572864:iPxDNxzHhIJvg4GBwJb0J1qL9qh+2ms+24uZth10Xfee2Nr9Rm:iPdXHhI5/IwJoeLSiB9R2NrD |
| TLSH | T17D08238B8B4DFF46D98F3C75473B265849A58D8E3044C1ADFE3E4A14EBC98D24639E24 |