| Key | Value |
|---|---|
| FileSize | 74841948 |
| MD5 | 9C47F533A7F24C9E82055EF333A33865 |
| 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 | 571730AEB7F9391A95973051A46A1F374101817F |
| SHA-256 | B213A6995F7B80C4095DD6A904D1E2B86482D21EC2D8FBA765BC91B4B754EF0D |
| 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/cc/dfbe4cd5287ba116d4c147950e95614fdde754.debug |
| FileSize | 78051192 |
| MD5 | A5D5299BC218C79B4E7330B018B67B54 |
| SHA-1 | 950C2A1DDCFB7CEF25D992396651AEFB93E6B869 |
| SHA-256 | 83C72928E48D674B139E748F491171A259C3FFB928784D14D14D398DA814AFB0 |
| SSDEEP | 1572864:VlmEZLvR8BJyf84ODW1VuFMDIieWLgu6/Uh6QXDsypw1VAdgIbfZs2oq:VlhpQ40D+VuFML3L/IUh6ipwfsG2R |
| TLSH | T13D08238B4B9DDF97D54B3C785637224C49B88C8E7048C1ADFE3D8654FF889C2863A964 |
| Key | Value |
|---|---|
| FileName | ./usr/share/doc/shogun-cmdline-static/changelog.Debian.amd64.gz |
| FileSize | 224 |
| MD5 | 25CBF3545C85700505E2947D098830CB |
| SHA-1 | 03CB7C1FF8EDE686A7963438C3934E87AC998B33 |
| SHA-256 | 3469F9B4477EE8AEA6D056DC67B8BA8C5F32EB235CBC00A5BFDAE9003A3020C4 |
| SSDEEP | 6:XtICuiYbhVRV0ucjTJCy934FdFuVs06mClbQ9t1yrK:X+Cu1VRSu6JCyOPD3M9t4rK |
| TLSH | T176D023D216A0A728E8C0F3330C38FE519F4F013E807A28E04065C3000416487BC4B01A |
| 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/c3/419fe90e709f4965385c466d69aba8f40709e7.debug |
| FileSize | 80984 |
| MD5 | 52837058294E3C8A2C141750A42205A7 |
| SHA-1 | B819F08FFE7F2813C88C99073935D561B00A6FA2 |
| SHA-256 | 6C7A572A36D60CA57259B28ADCAAF2751541572AD00C297876E3BC20436E1874 |
| SSDEEP | 1536:r8T5M2nW3YdSnvxgvF7xIT4T46oSS9e8cIVV4c7XKWNK:l2nW3YdSvxgdxIys7MuX9N |
| TLSH | T10A838E01A36EFC75C4843DB436B71B2487A01C9BA415D1FDAC7CC482DEC9AD94E76786 |