Key | Value |
---|---|
FileSize | 46244432 |
MD5 | CD9278273EEA71968E9D1D3950778E2F |
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 | Soeren Sonnenburg <sonne@debian.org> |
PackageName | libshogun-dbg |
PackageSection | debug |
PackageVersion | 3.2.0-7.3 |
SHA-1 | 27ED79F19414935D70CA84748E149C5BD47D24BD |
SHA-256 | DEA4137F6C52AEDF7123CE82F8600C22CA7BBC4E94E1BD016A51927604D21728 |
hashlookup:children-total | 5 |
hashlookup:trust | 50 |
The searched file hash includes 5 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/f6/57c786e631edce5d493dc1958950e43c106a66.debug |
FileSize | 61784 |
MD5 | C2F88E8CE4A29963689C2A2C2F322AC2 |
SHA-1 | F53E29B254F0444F55068CF405ECB5EF819F7814 |
SHA-256 | 7C82F5E454BDB2974538C7B3B15771901A3DEC10B6604B3A152855D88ED62C54 |
SSDEEP | 1536:9jD0HWSse2fb19Q7WeQGo7A7vNtAGyDeK5NKF:9P0zspfbHQTos7vNODegNM |
TLSH | T19A535C13E2BEFC91C88279B43AF717144AE34D7AA421D1FEA97C809186CD9CD0D76786 |
Key | Value |
---|---|
FileName | ./usr/share/doc/shogun-doc-en/changelog.Debian.gz |
FileSize | 6318 |
MD5 | 3E53C98D4EAD110377A282854B835CD4 |
SHA-1 | C5F40AF9EE2AF447872CD35C8C713B60A43AF198 |
SHA-256 | 230992F678B580D46DE27EEB07C785F6B06B390C0ED2D7CBF2344E7E413FAF2A |
SSDEEP | 192:iePK/QSFQmuDlwUojeetgFzI//D/TLIsPER/F:iN/XMSjeGguDVPsF |
TLSH | T178D19D2EA8B39DE63B0EAD7404652AB7CCFB225D702B8443755BAA2C440BE1DB08C574 |
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/6f/69038901bc1373989c5c4b2bb5e342930ac503.debug |
FileSize | 49029392 |
MD5 | 7EE8888BEA207ACC77C1DC6AAE24677A |
SHA-1 | 2E8CFDF15A7BA7952D262966E93DDF25AB83FF6E |
SHA-256 | 64B715794E08FBA211DD5AAA6A1AD1522F6C2FA1E7B6CE56E0E338FCD3B4748B |
SSDEEP | 786432:BBg9MJs21OCQKGd4m8yYW90VnBqsqn4wabTVRJjEDGw07MJKgzaWxbyBezv0zZDH:BQ8d1ch8tHQsUabRRJjEp07M4gzaWxbM |
TLSH | T139B7128B0B9DDF97E98F3C790A3B269C49A48C4E3048D1AEFD3D4A54DFC95C24639924 |