| Key | Value |
|---|---|
| FileSize | 29119232 |
| MD5 | F8711E3571D12DFA5B991E056314E994 |
| 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 | Soeren Sonnenburg <sonne@debian.org> |
| PackageName | shogun-doc-en |
| PackageSection | doc |
| PackageVersion | 3.2.0-7.3 |
| SHA-1 | 7A5D1EFDB2818B39BC6BAE1C30B128999791CB7C |
| SHA-256 | EFED65FCE7B2A82C724AFC078A65AB18CC7445BA035B9313DF20BF31F05A0743 |
| hashlookup:children-total | 5814 |
| hashlookup:trust | 50 |
The searched file hash includes 5814 children files known and seen by metalookup. A sample is included below:
| Key | Value |
|---|---|
| FileName | ./usr/share/doc/shogun-doc-en/html/Histogram_8h.html |
| FileSize | 7142 |
| MD5 | CBBF1F5E7AE2809EE575423747F63F38 |
| SHA-1 | 0002F5164373258927A71DEC540A1747C429A393 |
| SHA-256 | E41878DBBB3A79A91B549C8EB4B838DC4BEBF4ED131F4F5BC5E5BA6B554CE828 |
| SSDEEP | 96:xDuTs3pKu9bp1Htpz5+toIDs6RDuog8C8f89lYovIb6nX63x5HAH9:FuTap71+Ts60NQuXmAd |
| TLSH | T1ADE140165C93027381BB11C7B6E3E735B0D090AAC7540914B9FC6A9E6B86FC9E57A02F |
| Key | Value |
|---|---|
| FileName | ./usr/share/doc/shogun-doc-en/html/classshogun_1_1CLeastSquaresRegression.html |
| FileSize | 198052 |
| MD5 | 7809E39084D5CB9DC7C1FF8A33DF2D61 |
| SHA-1 | 000B8EF9592B5726B27CAFF4E87DE4D9D620C909 |
| SHA-256 | FE1DA19AA0BEA9EC6E9AAE375430954F17F5B132D51384C82E796523D428BF3A |
| SSDEEP | 3072:IuTTPHquqK2sQhx/dPJW0IjzWLsflgMH/wA:nqK2sQhx/dPJW0Ijz1d |
| TLSH | T1A7141B10A1E323B3C4A371D697297F26B6D149AAE2425410F9FEAFF60F4DEC5D21701A |
| Key | Value |
|---|---|
| FileName | ./usr/share/doc/shogun-doc-en/html/ShareBoost_8cpp.html |
| FileSize | 5864 |
| MD5 | 074317852063ABC86D685133D6878AFE |
| SHA-1 | 001292E3BFABC23874FA98969AB6DA405013F01C |
| SHA-256 | C5E463D748085A0D72EADEDEEF1F6FB0C6BB12FAEEED6FC91150239DF8057EA5 |
| SSDEEP | 96:xTNmuTs3pKu9bp1Htpz5+toIDs6RDuog8C8f89lYovIiFu:7muTap71+Ts60NQiE |
| TLSH | T1C1C144665C53023381BB41C7B7F3D739A0D09069CB040914B9FC6A9D2B85FC5B86B42F |
| Key | Value |
|---|---|
| FileName | ./usr/share/doc/shogun-doc-en/html/inherit_graph_32.png |
| FileSize | 1537 |
| MD5 | 41F3B30AD03CC24A0E7437702229A88E |
| SHA-1 | 001ADD92E7CC487B48BA5928888BF7506175AC7F |
| SHA-256 | 46C549BB286B75005F2D39773EC25B088314618B6556BDBF9238A0BD82A53CA0 |
| SSDEEP | 24:77+sZq4YW3dZ4KIwb2rTksblIOQ+cJu+9nrG1yod8fYDN8Sh0O72eWL7h:tZq41YBTktODcJu+1yqIN8Q0bz7h |
| TLSH | T173310ACB885CBE89D8628D76404692F085591B99B80BC2661345711C8FE3AEB616823E |
| Key | Value |
|---|---|
| FileName | ./usr/share/doc/shogun-doc-en/html/classshogun_1_1CHMM-members.html |
| FileSize | 71091 |
| MD5 | BE02F23ADFE97BC62BAE87D97C54E282 |
| SHA-1 | 00388C3FB89834416D5DD176DC41EDDFDE09154E |
| SHA-256 | D5D256A4512E92FB15AD9A74EE1E0E66380151FCCBC0D42846736C91E35A07E4 |
| SSDEEP | 384:guTqAoimSjAOEXg8nXjIaU9vzs6jjwnBRWYKv/OWDfZNVr4qh:guTqAov5UnDjjRN4u |
| TLSH | T1E263189011F34A77C0E372DA53627B5AB0D30FA8E7A17555BDF8BFA7430AFA1125210A |
| Key | Value |
|---|---|
| FileName | ./usr/share/doc/shogun-doc-en/html/classshogun_1_1CKMeans-members.html |
| FileSize | 44560 |
| MD5 | 059FC8A78996F3142268FC3C0AF9DCCC |
| SHA-1 | 0039829E64262B56E98A785D38493D054AD995FF |
| SHA-256 | C81C9C2CB2407BBFCA760A2F003BA0B8AE38499ADCBCFE1950CAF9A657E673E0 |
| SSDEEP | 192:guTap71eTsdKhoPk+WFYmJ/+EvEYITnC7nTTdRm4UeIkY0XgLfsLmdCdCdCdCdCw:guTqA8k+WFY+7HIrC7TTT/UggLfqDyBX |
| TLSH | T14B131A9006F34EB3C0E772DA53627B59B0D30E69D371B555BDF8BFEA8306E92125240A |
| Key | Value |
|---|---|
| FileName | ./usr/share/doc/shogun-doc-en/html/libp3bm_8h.html |
| FileSize | 7040 |
| MD5 | 82030485B83A048994C131FDDAA6CE36 |
| SHA-1 | 005002611F8B090AB4979081E81DB8C09766D882 |
| SHA-256 | 9662ED07AC62E542089465627ED2CF8627E792F2ED4F58F7345B80878F1D39EC |
| SSDEEP | 96:x0uTs3pKu9bp1Htpz5+toIDs6RDuog8C8f89lYovITfXi9hyTnN673uvE7JH9:SuTap71+Ts60NQzxQ6Wd |
| TLSH | T168E187215C93523781B711CBBBF7E739B4D140AACB104814B9FC6A9E2B85FC4E86701B |
| Key | Value |
|---|---|
| FileName | ./usr/share/doc/shogun-doc-en/html/TDistributedStochasticNeighborEmbedding_8h.html |
| FileSize | 7188 |
| MD5 | AC6DEBB865A23E9B4094FD36539ED17D |
| SHA-1 | 0051E3090D5638808649C041E1A9A173B1AF5AA9 |
| SHA-256 | B4B846610B6B49819E7BF3F1FE610B4499E3E80E32CCD496A7C503889928D12A |
| SSDEEP | 96:xkuTs3pKu9bp1Htpz5+toIDs6RDuog8C8f89lYovIFepXIGBoHdXFAH9:OuTap71+Ts60NQCIGBotad |
| TLSH | T144E151219C83533A80B751CBF6F3D735B0D09199C7140864B9FC69A91B89FC5A47B42F |
| Key | Value |
|---|---|
| FileName | ./usr/share/doc/shogun-doc-en/html/classshogun_1_1CTaskGroup__inherit__graph.png |
| FileSize | 7033 |
| MD5 | E61FA206FDC49F95F33C90FEFF10ADFB |
| SHA-1 | 00668C087880A56E383597E4843B93150EB1EA85 |
| SHA-256 | 3FEB46B1C79499511D92F5DF68FAE28AE87C62BA26C57B58DE4B3FB5AE434271 |
| SSDEEP | 192:Slr3ieUl6rw8joM5mje0PZ8HJO4XbwFWMxY8kxsPYJZmI2:Slr3iJbY5mRypqDe8kxOwZmI2 |
| TLSH | T1BBE15A87DEE1883D5E3C4166E2799070867F2B2BEF01147E8B42A7E458CFE6059A35E1 |
| Key | Value |
|---|---|
| FileName | ./usr/share/doc/shogun-doc-en/html/StringFileFeatures_8h.html |
| FileSize | 7104 |
| MD5 | CBFF82A3C5890E7988E61F54695143DE |
| SHA-1 | 0068ABECCFF9398353D9DBF1FF1C3765C06E1D0B |
| SHA-256 | 0BB1D9CEAF25BF6A01196BBA6F299BC98F230A43D4A7A6CAF747900FB2F7024A |
| SSDEEP | 96:x08vuTs3pKu9bp1Htpz5+toIDs6RDuog8C8f89lYovIw8rpz5jAH9:juTap71+Ts60NQKd |
| TLSH | T182E1411A5C93423381BB11C7B6F3E735B0D190A9C7504824B9FC6A9D6B85EC9E57B02F |