| Key | Value |
|---|---|
| FileSize | 609770 |
| MD5 | 3C85B3541B258A22A6953C63DAC396F1 |
| 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 includes the developer files required to create stand-a-lone executables. |
| PackageMaintainer | Ubuntu Developers <ubuntu-devel-discuss@lists.ubuntu.com> |
| PackageName | libshogun-dev |
| PackageSection | libdevel |
| PackageVersion | 3.2.0-7.3build4 |
| SHA-1 | 1F22CBFA9FB2508E4CF3BBE49A11267B0C184486 |
| SHA-256 | 5A1968EEE5F7C8788E25141FC65FDEE43D49409392F566DA715130CC14E7DE0F |
| hashlookup:children-total | 912 |
| hashlookup:trust | 50 |
The searched file hash includes 912 children files known and seen by metalookup. A sample is included below:
| Key | Value |
|---|---|
| FileName | ./usr/include/shogun/lib/computation/job/IndependentJob.h |
| FileSize | 1930 |
| MD5 | 25BDC3740BFC328AE99F80E3DCE9BF3F |
| SHA-1 | 00491E87A5109C77EAD7DA66B9DA95B62E9BD392 |
| SHA-256 | 0501D73C83EE033CF61A99621067A4578C2A1579573079E837822F79B9F9CDF3 |
| SSDEEP | 24:IU7JN7UWiNfJPN2NiNfsrPVk7eBgO5mEbKXwrjsa1341qDqda1bXhp3Navjhp39u:nncxl2qg9vCOEGKXw1EvdUZ90m5sMB |
| TLSH | T15C412155E42DE1738CA138D8B74B0085DA1424AC3ABFE884778CE36134C8075736FC8E |
| Key | Value |
|---|---|
| FileName | ./usr/include/shogun/lib/external/SFMT/SFMT-params44497.h |
| FileSize | 1998 |
| MD5 | 210CFDD2F60CFD0A30C979E1B58BA6F4 |
| SHA-1 | 00F45AE5F54CB219A3CD708A47479C4950033E82 |
| SHA-256 | 47EBD66246DE9221859AE21545577B35DECF1DAE1FF0214464018D5E0DA74DB6 |
| SSDEEP | 48:RxrxB58evM5jFKGL8C8i8f8RYQwjfj59uOjRj5j8jVHZRJj4j+ntj9jS9jUjqR6y:u5bqAzj+ |
| TLSH | T1D441CF7D5B80621CDBA501C59B98E9197247FA7730E28CAC3641E8DD9EC3C1B8EF168D |
| Key | Value |
|---|---|
| FileName | ./usr/include/shogun/base/DynArray.h |
| FileSize | 12083 |
| MD5 | 7594B1559E7EC466B60DB3F332D94E87 |
| SHA-1 | 0134FD9281BBC17A10771ED5BC49E0FBA4F88795 |
| SHA-256 | E723F6488176A03266196A2EF43BAF040D9E14FE21ABDD3656C0D86934A9BC12 |
| SSDEEP | 192:nHRPNpmriJVxVxY5K6mf99exNNXTPqx0Pgml+yVPBIeIR6JBBQF/SEAujHGbsJeW:nHR1pAiJVxVwdmf99exNNXTPDPgml+KK |
| TLSH | T11B42EFC57B1C247F7148032B34CA66DDB26D9532A2948EE1D8A6BC547BA4C3D333DDA8 |
| Key | Value |
|---|---|
| FileName | ./usr/include/shogun/lib/JLCoverTree.h |
| FileSize | 22410 |
| MD5 | F60A9254BCA75E6E09A3F5EB272A579C |
| SHA-1 | 01401C1AF762EE4A715B22D33CF94FC8197C1D24 |
| SHA-256 | 75E80C7701C8F79DE6A76FEC2B4526A928F2DC6D1709F5D0CD8F62636EB67ED7 |
| SSDEEP | 384:q5e0vfyw9ZFkvr84RUJVeSbVuhSjGNCCYWnxlXdvNvafjF6SyRq+aRPoT8G:qZwcJVeSbDwxlXdvNvafjaREPoT8G |
| TLSH | T12DA2531891D26D6D3AB241696E7F9128323A550BF882FE40F67C13903F42456BBFD6F8 |
| Key | Value |
|---|---|
| FileName | ./usr/include/shogun/mathematics/linalg/ratapprox/logdet/computation/job/RationalApproximationIndividualJob.h |
| FileSize | 2640 |
| MD5 | 86F0FDD14C0885DCC41937DDC61C55E4 |
| SHA-1 | 0140FD213A6E1BF57F555356988EA769A6D4CB2F |
| SHA-256 | 814C879C361CF4F1FD4B94352273B56BAECE80DD48B54EDB72B0CEACB4EA2A8F |
| SSDEEP | 48:nncR9xcmO48l94UdECtRTdhTKGT3uPPpTtEZTwpH3izqjsVqd:ngxcmO395dE8RZhb0pS0pWVw |
| TLSH | T1DE51427A04B4FB73442B63C672943180B23094DAFABB49456ADEE61078014E507AFCFB |
| Key | Value |
|---|---|
| FileName | ./usr/share/doc/libshogun-dev/examples/converter_localitypreservingprojections.cpp |
| FileSize | 1315 |
| MD5 | 64032EE2E3E6311E5B91C7CCE30A501D |
| SHA-1 | 016332423884074ADD7263A6B186595BEA3EF640 |
| SHA-256 | 3085BBA984E8DC0215866ED155921499FDBC5FB5CEC67488D4D1E0B0F6A9B43A |
| SSDEEP | 24:IU7JN7UVD/nJNfJcmeNRNPNONyhuFAOKgxV2r35ILZ33Yl7NiAQnwurwEA7b:nnCDHxcmOfleTA1pe3oecurwEA7b |
| TLSH | T1EF21332D9828D373DC6F32F59C3305C8E7D99EA071685836D90D42506CC1DDA75BAE44 |
| Key | Value |
|---|---|
| FileName | ./usr/include/shogun/lib/SGMatrix.h |
| FileSize | 9055 |
| MD5 | 5CEC6D61FACA545042A7715426018C70 |
| SHA-1 | 0163B5E5D041ECC96A535F0F2E5AD68A5D02CF31 |
| SHA-256 | FC6E1CB71C613644A6C13E398AFF18B7DB520D7C23A01919DB3559466190744F |
| SSDEEP | 192:n6I/rHcv4RhkJX6hLRgQA7+jy3Rvyrp29HTYxJxz:nZ/rg4zkB6haQAiO3RvyrJN |
| TLSH | T1361276E6B6181212F46112C3F5A54E44B67CD061B6F39C9AB82DF8A43FC8477437DB89 |
| Key | Value |
|---|---|
| FileName | ./usr/include/shogun/lib/tapkee/defines/random.hpp |
| FileSize | 1346 |
| MD5 | 738BA02A18632076ABB493BB0B62F5F0 |
| SHA-1 | 01FD1E534FC9578C52063012AF005B31690E6D32 |
| SHA-256 | 75F9ECFB9C6176DFD55FC1D4BB96778BC063D88B7677874A774FB232676C25FF |
| SSDEEP | 24:wN/n+SYkSZRxBIHvkJG6rBAEQ6erhpNmbmAKp1KpaO4p5S/:6v+jkJHvsG61AEterhpQqAKp1KpFoQ/ |
| TLSH | T1C121DC6076E6E92B3990C374BBC2998078FFAD418A264E09F48FA078D019115B67FB01 |
| Key | Value |
|---|---|
| FileName | ./usr/include/shogun/ui/GUIPreprocessor.h |
| FileSize | 2112 |
| MD5 | 8CA0640A6BB2956971D02D7741F918A8 |
| SHA-1 | 021A09C21E71E09C93F587DD9542BB246BA382CE |
| SHA-256 | C54289FACEFB783F40D7F2B816679E0106537D21835B3AA5E655E75EC9A30CAB |
| SSDEEP | 48:nnrvPkF9FC96xl6W12zEelf5O/Z7OuHxshwos+wSfNsi:nwF+8xlz12zrlBC7/HxstwSFsi |
| TLSH | T11141BCADF23D9D1390A232E635533196BEEC9848B3644CB8C449E82C3FCA1D50635F87 |
| Key | Value |
|---|---|
| FileName | ./usr/include/shogun/lib/slep/q1/eppVectorR.h |
| FileSize | 1970 |
| MD5 | 5775FBDD24A205ACE9778E66CC20C542 |
| SHA-1 | 021CCBB871DFB28FAD438AB336B107DC940BF709 |
| SHA-256 | D1810A944556156B2D62C8A27E024921F80CC56C131D49DD91F3C5F2EA8311F5 |
| SSDEEP | 24:AOH6RAIMsyg7lOkHBlAFTbVpTnHeucpZuC0JOKGkPEFPtNTTvjvxHHduKHrCQ+Kf:r6RnZyWHBaxT+uBb9Pu1GwCY |
| TLSH | T17341111E1908D2B394B242B57B5250C9E30AB32705C9B238795C924A2F348F167FFED8 |