| Key | Value |
|---|---|
| FileSize | 68986120 |
| MD5 | 2E14BACE9FE76C28FD54F3F860124708 |
| 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 | D642A42792EF79B7A38EC6B07E3632F817612C8A |
| SHA-256 | BF7BA4779AFAE9E33A50116B6C012CFE1EA280CE2EB304CB6C1B7F7728D72066 |
| 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.mips64el.gz |
| FileSize | 222 |
| MD5 | 42529FE6E9C5FB3676EBD43E770CDB75 |
| SHA-1 | 0E01F67794FA5EC78E64347EA1347DDFD2B92697 |
| SHA-256 | DB91886DAE98765C73A6772B3A8050CFD3198FBEBE0CE43232AD5B28D4E72682 |
| SSDEEP | 3:FttzZsrggkbM0eEX6lyCpCuMzyVSJRQr61PUE1IAABfWoxjuO7haSrMjLjNEGtKJ:Xtzihn0erHm+nwO7haSQd+J |
| TLSH | T1A2D0231475677DF7FF10D779913160735368157465498610E11541227D38D23501F12E |
| 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/5d/2e65b8a2a8fc9ee4822e8c7e327089aadbfebd.debug |
| FileSize | 72649720 |
| MD5 | A69D68BFA2D00AB6B6596BF2F72C8FC8 |
| SHA-1 | EC257A241B2389B668E68EAC302429B2596CB3B7 |
| SHA-256 | AEFCD4F90E143BFEFC0C3F6FFBB732AE22BA506F0CD8466115B8D4DC4EB4ED5C |
| SSDEEP | 1572864:QIUwp+oizHdEPdV4OctxYxn9iJxeZ1UcGOo1QPvH/O:dUwMzMPxn9iJAndfo1Q |
| TLSH | T17CF7228B0749FA67D48F2C740A77E25848F4BDCBB044C29EBEBD478DEE5548346399A0 |
| Key | Value |
|---|---|
| FileName | ./usr/lib/debug/.build-id/be/7c100d1c71d85015f58fa0c02580ea98a4a34a.debug |
| FileSize | 142280 |
| MD5 | 1CD22244A470898D92D701A2AAF7E8D2 |
| SHA-1 | 4B7B714551F04857DD0F302DF053237767A8118B |
| SHA-256 | 569EA88C5EE2850CA0A70535BD60F99B4FF0A71DEF845BAD0655666FE0DBF7CE |
| SSDEEP | 1536:KnLXMbPvI5xW+PUmtQYknrJ4fdM2KgkQ3tGKBqK:2L8bnI5x5MlnrmfdtKg53tG0q |
| TLSH | T126D39D13A35EFC6AC0C93D343BB797204AF15D4BB015D2AEB9AC454AD6C68CA0D72BC5 |
| 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 |