| Key | Value |
|---|---|
| FileSize | 68080304 |
| MD5 | 8BD3ED6958016A573E3EE38339099D4D |
| 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 | CA8EEA065FD17F23263B1D00F1BB94F05E3F3509 |
| SHA-256 | FDF7AB6919C7B50747D8F85D4EB6D7CC9E5F544562C0FDC484DB4A37907E6425 |
| 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-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/56/0915b1555cfbfc0bb4aa896b5225cde60cbaa9.debug |
| FileSize | 73540 |
| MD5 | 4E61B6DA2B3BC40CC3031987F9CF16FE |
| SHA-1 | 0F23FE3AA717714E1A89931268D64698295CCCD2 |
| SHA-256 | E1FE6F1D3DA97826E9ECAC17C9C3F29B029BBDE219371F30466E58D8418A458C |
| SSDEEP | 1536:T/Aed0BcTuvLfht6+qrRjl3WhzLxQisoMxsAx1H65XKJupMK:T/7dPULfhtgrhl3YzLxhsoMxHf2cuW |
| TLSH | T14B737D53A3AEFCA5CCC13C7432B72B340BA18D8B6425D6ED987C458196CACD91E727C9 |
| 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/lib/debug/.build-id/8c/0681a75c22ae288ff7371dd20a0aafb9e70120.debug |
| FileSize | 71444468 |
| MD5 | 9126BF9047D30FEC599DA9960A075855 |
| SHA-1 | 506B4914B4DEB304C1C1A39A44FB100F462382FD |
| SHA-256 | F34E34680E2BD5646328EA1BB53C2BB0E427AAF6E542D6E7E745717EDC676C56 |
| SSDEEP | 1572864:2sw6tvp6AfRYwoRHVcHCJg7IfztjBat5sqj5+QWweOf3rKTCp:pLiBRGiCSj4t5BQGeOjHp |
| TLSH | T109F712EB879DFB9AD94F2C740E3BB69848649F4A304DC4A9FD7E4604DECB8C14139924 |
| Key | Value |
|---|---|
| FileName | ./usr/share/doc/shogun-cmdline-static/changelog.Debian.armhf.gz |
| FileSize | 221 |
| MD5 | EDBCD301EB2A6B05CA5EC5AA3A794985 |
| SHA-1 | B7BD17734CCF5522E53D36F36B6BEDBB795D24B9 |
| SHA-256 | 019953D7EA069353EB34BE28E1CFA61CD2DDB1B5135E45BAB4B116272E93723A |
| SSDEEP | 6:XtPeckdCi+3Wruie6QQ6tWxHfgobQ6zeaDxrOCwh:XJecIC53W60ayHftbLhOCwh |
| TLSH | T134D023F867D57C56F1DD213145831CDEF31C149814C48FD601040C5014DF6495DD9CDC |
| 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 |