| Key | Value |
|---|---|
| FileSize | 23818500 |
| MD5 | D07957C5D17522B640F1721DA29E52A9 |
| 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 is the English user and developer documentation. |
| PackageMaintainer | Ubuntu Developers <ubuntu-devel-discuss@lists.ubuntu.com> |
| PackageName | shogun-doc-en |
| PackageSection | doc |
| PackageVersion | 3.1.1-1 |
| SHA-1 | 88A74D039A498F9BD5DCDB743C2442D279DD59C2 |
| SHA-256 | 36BF3C0FA0BB7F85AC51C61DEA3774EC8213EF6B186288C74CF140E379F8BB8C |
| hashlookup:children-total | 5791 |
| hashlookup:trust | 50 |
The searched file hash includes 5791 children files known and seen by metalookup. A sample is included below:
| Key | Value |
|---|---|
| FileName | ./usr/share/doc/shogun-doc-en/html/classshogun_1_1CStreamingDotFeatures-members.html |
| FileSize | 45394 |
| MD5 | 2D52CE8C43BF5E603C4EF71D7DF38C20 |
| SHA-1 | 0003091DD906674B5F582A97224DB47979944062 |
| SHA-256 | D88B78C4159CB7E17B03BDD03208F98260049DD353714FEB812B79B38A3EA5CC |
| SSDEEP | 192:7uTapNcATsdK+o5T/JFrdT52k3rIQzJ02UeI4wGdkfVZCdCdCdCdCdCdCdY0Yge0:7uTMTdBFrdl20IMJ02UBfTV8sm |
| TLSH | T11A136F5901F24A7380E736EA53627758F4D30EA9D360B514BDFCBFE6874AFE22252109 |
| Key | Value |
|---|---|
| FileName | ./usr/share/doc/shogun-doc-en/html/StructuredDataTypes_8h_source.html |
| FileSize | 13067 |
| MD5 | 95DA518B7D2C9EFDE0001773A00977BA |
| SHA-1 | 002866DE939912650F12C7E6B0C3391A06103DF0 |
| SHA-256 | D6EDF4EEC3C3C08E5AF319B0CB81217E37EBB561CFA4465BB60291455753EFDA |
| SSDEEP | 192:OuTapNcATs6DNQGmFkpdZH3oQ+0Nzxd/R3e2TK0LkctO3TenXKssx4BJK3:OuTMXXTrTK0TI1OJo |
| TLSH | T1BE42F172A9C30532417392DBB5FBAB3D30D2666ED7490908BAFC77A913C6FC47856406 |
| Key | Value |
|---|---|
| FileName | ./usr/share/doc/shogun-doc-en/html/MultiquadricKernel_8cpp_source.html |
| FileSize | 26944 |
| MD5 | 7A6E4E6E11FAF67F2793E16351E5366C |
| SHA-1 | 002C65DA342B689C1DE32F62A0496CE0D0600757 |
| SHA-256 | 08D45F839298B563FA75257933336230CBAB6A30EE23386F694FE90D5F90511E |
| SSDEEP | 768:wuTMXHf0ZZ+1jhhxsEIdA2XSR8f7TI49Qrrq:wuTqsmvh7IRXm8j |
| TLSH | T16BC2FD358BD7053281A791E96BB5A72C70E71EAAD7070B08B9FC67A413C7EC4F992407 |
| Key | Value |
|---|---|
| FileName | ./usr/share/doc/shogun-doc-en/html/GUIFeatures_8h.html |
| FileSize | 6736 |
| MD5 | 611CE8D8398DDBA512CE9F9562B39DE7 |
| SHA-1 | 0036AF7160FF87742EE2FF635ED1C16B559D253F |
| SHA-256 | 135AB4B6D3844D923528B198DCC538F2572A2F8E900D6B91793ED977D8D733A9 |
| SSDEEP | 96:xP8vuTs3pAu9bo1Hqqtpz5+toIDs6RDuor8C8f89lYovII8LpJRoH9:euTapNcATs6DNQUd |
| TLSH | T1BAD131265C93023781BB51CBB6F3E735B4D190A9C7040914B9FC6AAD2B85EC5E56B02F |
| Key | Value |
|---|---|
| FileName | ./usr/share/doc/shogun-doc-en/html/DomainAdaptationSVMLinear_8cpp.html |
| FileSize | 6222 |
| MD5 | 5C63E7A32FF0969DE31B4F590381D8A1 |
| SHA-1 | 003CB403C5DF786AAFCBCBCB2558BB70C05C0B23 |
| SHA-256 | CAF545510B47A65F4892182A83DC86C720BE60E2D3A69C7EFFC78E36D8A367F9 |
| SSDEEP | 96:xNuTs3pAu9bo1Hqqtpz5+toIDs6RDuor8C8f89lYovIpSdfUu:DuTapNcATs6DNQpSdfv |
| TLSH | T13FD143665C93023781BB41CBB6F3E739B0D190AACB040914B9FC659D2B85F85B96B02F |
| Key | Value |
|---|---|
| FileName | ./usr/share/doc/shogun-doc-en/html/classshogun_1_1CNode__inherit__graph.png |
| FileSize | 3223 |
| MD5 | FD64D6C840EA59BB21DD103D53EEA11A |
| SHA-1 | 005153ECC68F16B7C12FC8ECC4E07FD03E23855A |
| SHA-256 | 8BF09DF7ED9B4858E353B7DC0C7C5398B729D336E37EDDDC1A3714DE0B7DB3FF |
| SSDEEP | 96:wKz1aQExS6VDJi4P+e6tNucDEgO+8V3lbtes:wKzJOVXL6B43Btn |
| TLSH | T108613B6952900628A7C4DE0C5DC34EE7D88CF0ABFE5F4641BB068B170E1362EC90A88D |
| Key | Value |
|---|---|
| FileName | ./usr/share/doc/shogun-doc-en/html/dir_000023_000051.html |
| FileSize | 8076 |
| MD5 | E7065034D1E18A6C3DA5C8BE70E532E0 |
| SHA-1 | 0064BD981EACDBBFB1C1755A5958C66C72DAA016 |
| SHA-256 | 342ECDB90B5793E48C5E474210E233A37436A0AA0B299477D2F4F847599222F1 |
| SSDEEP | 192:JuTapNciT1NQ2UiBguRRuRpuR+EuRpuRIcuR5uRhuRvbuRRuR5uRZuRjh:JuTMdxUiBguRRuRpuR+EuRpuRJuR5uRs |
| TLSH | T1B2F10D6188D2823341F765DBB2D7BF39B4D08578C7240E18FEFC2C9A5741FA162AA05B |
| Key | Value |
|---|---|
| FileName | ./usr/share/doc/shogun-doc-en/html/SerializableXmlReader00_8cpp_source.html |
| FileSize | 67992 |
| MD5 | 03B3052142A3386B4DBB620413340B31 |
| SHA-1 | 006F5895EA4EB8A9C54B6F1026E1E03E1530F0B0 |
| SHA-256 | CB4DF8EF6D5443C9F0736A8E285544F71FD72696B6C42704A8FBB66445D90B40 |
| SSDEEP | 1536:8uTq924fn1eum+JV148ACoLXyft4p0KgXahp3FV84Zsse3BlZQCfhNo2uugxfZKe:8uTqcaeJUX4rCoLCfap/gXQ1G4ZM3BlK |
| TLSH | T10F635CA6DAE308335973D1E669B5AF7E74E3663AD68B060CBAEC336443D7D807857400 |
| Key | Value |
|---|---|
| FileName | ./usr/share/doc/shogun-doc-en/html/LPM_8h.html |
| FileSize | 6803 |
| MD5 | E2CF319A62580CED7426E864A3EB4562 |
| SHA-1 | 007CCB3FD90B0BEDE5808BD767EF765F3BA53F1E |
| SHA-256 | 08DE955C15779E79E7E20EF9A64F152EAAD7825B119081E843E02F96FFB6CC28 |
| SSDEEP | 96:xJuTs3pAu9bo1Hqqtpz5+toIDs6RDuor8C8f89lYovIwpWwcRoH9:buTapNcATs6DNQ9wbd |
| TLSH | T14EE151665C93023381B751C7B6F3E735B0D090A9CB144914B9FC6A9D2B86FC9A57B02F |
| Key | Value |
|---|---|
| FileName | ./usr/share/doc/shogun-doc-en/html/classshogun_1_1Model-members.html |
| FileSize | 16914 |
| MD5 | C8CA173F3903EE0671039F4D4575D6D3 |
| SHA-1 | 007CDB640DE5AE7F05017873DE07FF63EBFABF68 |
| SHA-256 | 1EA63E5FE9464D6FA9E50681945E21407ACB5AAF59D848106BF5D208B1B6E167 |
| SSDEEP | 96:xVuTs3pAu9bo1HqqtnZ5+toIDsdRozX52uor8C8f89lFyr2kArOUlwhcEDrQQWIR:7uTapNcATsdK+oeUkQWIMDGUJ6t/+CV |
| TLSH | T1C672AF9116F2473B81B3B7DE63A3AF7870D30A69D3905646BCFC7FA70749EA06252409 |