Key | Value |
---|---|
FileSize | 959296 |
MD5 | 9DCAA8AE58A6DF3C86A6D35235CBC36C |
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 Readline package. |
PackageMaintainer | Soeren Sonnenburg <sonne@debian.org> |
PackageName | shogun-cmdline-static |
PackageSection | science |
PackageVersion | 3.2.0-7.3 |
SHA-1 | 76AA8FD6EBAC8A94CCF2527C70B0BD65B5CDC789 |
SHA-256 | 51B336068A48A4E06EEBB83AF88E5AFE9F9A23A678BB50147D6AD3418F67B1FD |
hashlookup:children-total | 75 |
hashlookup:trust | 50 |
The searched file hash includes 75 children files known and seen by metalookup. A sample is included below:
Key | Value |
---|---|
FileName | ./usr/share/doc/shogun-cmdline-static/examples/kernel_sparsegaussian.sg |
FileSize | 349 |
MD5 | D26DC077EAA1AE08153CFF1CACEB4324 |
SHA-1 | 0048485327E280369EE8ED5C7D95B5BA83D53260 |
SHA-256 | 9D410BC97845592E2CCC3B89DA1C6076C702B2263FF958ADDB9DC6E19CFA4A58 |
SSDEEP | 6:gLAd54+1IVXWwAFPIQFSKRQeIDSAbFRR8yhwFCrFLLPn+DxEQ7RRs4kTvvHs6/y2:gcKtXeIQFAehY3R8yGYrl+FEoRs48vJd |
TLSH | T165E0DF5D305D485BAC291C2AD4E2582A2899D2EADF81EA064B4C92883E92783872B0D1 |
Key | Value |
---|---|
FileName | ./usr/share/man/man5/shogun.5.gz |
FileSize | 1446 |
MD5 | CB658A357F210B76DB0561908CD08C29 |
SHA-1 | 00F18C4EFDB876400DDDA05F37DB8372F1BBC262 |
SHA-256 | FE3D09008039228484727085EE75C56692B8BD2FF56E07EEA921FFB53EC9B47F |
SSDEEP | 24:X3f763mKH4H+e0bSqPGO0IcV6s6jTQLjOeOJLaDY8weC7rOk0HrpF28tyHK6iTWJ:X3f763m2bPGO0IcVujXIc8weICL6jvj1 |
TLSH | T1A231E620C7C7809CC555E6F0448B4C2A822B76BC149A2492C68BEA8D9338871F056C7D |
Key | Value |
---|---|
FileName | ./usr/share/doc/shogun-cmdline-static/examples/kernel_distance.sg |
FileSize | 438 |
MD5 | 32A49FB63E97CD4B6C1D41EAF932B924 |
SHA-1 | 1132ED75A1224427BB05C9615CE903F02C9CC20B |
SHA-256 | 9F2B4C95BBAB8D31A068E13F8CA54AD1398F7D945DC9DBC97B9F4D26B4B30C0E |
SSDEEP | 12:gfiDdPZmKBg69vEas/7jHo+rS1nEoRs48vJSPdrs4to:EKBzsjH2y44OQ4C |
TLSH | T1B3F05C1763944911ECE61C65E0A57907651F82EEEFD2EE034B7E41D00953BD0E1525D9 |
Key | Value |
---|---|
FileName | ./usr/share/doc/shogun-cmdline-static/examples/kernel_sparselinear.sg |
FileSize | 320 |
MD5 | 7618B052D1C6A1CE5855CB7CA05CAAA2 |
SHA-1 | 1359A6A3A50EE5AFD52205D579DB3A1468E8CE2B |
SHA-256 | BC2CE990362A8D391030EF3927E0A5AF5E44AA83CCD6457D3461A11131014768 |
SSDEEP | 6:gmKoI1ch1EKRQcVCMBIbgEhwGCrFLLPn+DxEQ7RRs4kTvvHs6/yDFdrs4km2pn:gu2zxcV5w5G9rl+FEoRs48vJyZdrs4to |
TLSH | T159E0264F345C4C07EC311C2EE5C244526C45D2ABCF4AEA0147AC99C03C42BC283071E2 |
Key | Value |
---|---|
FileName | ./usr/share/doc/shogun-cmdline-static/examples/kernel_sparsepoly.sg |
FileSize | 320 |
MD5 | 27D525A9BC6F96E926BF59EA02D53D6A |
SHA-1 | 137F35286FBDBC6AABAD650F41EA319D1F79065A |
SHA-256 | 44C493E8B440FE862CA6B80812562324E3F527F9B9B714E7109D349AB39E4D1D |
SSDEEP | 6:gmKoI15QAbEKRQwKnSAb8F3XhwBCrFLLPn+DxEQ7RRs4kTvvHs6/yDFdrs4km2pn:gu25VbEx/P+XGUrl+FEoRs48vJyZdrsP |
TLSH | T1AAE08C4E34AD440BEC361CAEE59654576886E2DACF81AA164B5D99813D83A82921B0E2 |
Key | Value |
---|---|
FileName | ./usr/share/doc/shogun-cmdline-static/examples/distribution_histogram.sg |
FileSize | 439 |
MD5 | 56582750F144F807DECD75B2865E94C0 |
SHA-1 | 1528C91BFC4CEEDD9ABF5558736400128B3DE2E4 |
SHA-256 | 203B3E3A95EE575D88F543DADFBFD23B89BEF152815B1E8025E8262E1C6CB874 |
SSDEEP | 12:gsceBP9vAqCZaKkKrbjWkdYR5vrA34CC4J:px5pWYdqWRY3qG |
TLSH | T13DF0553C1A089FF144E7149F85E9814126A2E5AB71CF531ABAEDD80742CAC21C1BE9E3 |
Key | Value |
---|---|
FileName | ./usr/share/doc/shogun-cmdline-static/examples/distance_canberra.sg |
FileSize | 1659 |
MD5 | 39A84450C61553E8D93EF182BAA3F499 |
SHA-1 | 18963AD6ECD9F88E51F308CFEDD44CA54D098987 |
SHA-256 | B22A0015BF9E887B9048A9BFD70782F4DD253FF3E76FBCAF04D1210DD54DB9C4 |
SSDEEP | 48:58WEiqdFEKKfCxlSdaXOByTdYX91UDRsCU:58dDFEl040XO6YX9ipU |
TLSH | T10931016A634512B6CCD224E3F2D8AF47594ED58E87714B191EEC80E05508DA262FF7CC |
Key | Value |
---|---|
FileName | ./usr/share/doc/shogun-cmdline-static/examples/classifier_libsvmoneclass.sg |
FileSize | 1114 |
MD5 | DC79F859B72F72BD72732B3AD1FABABF |
SHA-1 | 19A650432F5D141AB6C1B8F3337136FB630E5003 |
SHA-256 | 888221AB27230D83EA4A7E5D3C52F60103AB83584E676DDCE6730A7D56085930 |
SSDEEP | 24:pr0SYvqOq5vX2ebyohKrjSEF/hrVOL4LDLTJpqRZmHCCKRQg:pr0SCIyqKrus0MX1plCfb |
TLSH | T10C21EE2A374136754DB32C97E1AC85862BA1F0ADEB94AC689BFC8B6425425B193723C4 |
Key | Value |
---|---|
FileName | ./usr/share/doc/shogun-cmdline-static/examples/kernel_weighteddegreepositionstring.sg |
FileSize | 608 |
MD5 | BB1223DB36074F81912602D6F5666D74 |
SHA-1 | 1D9EE6BA14EDAF79616B7EC9E02C8D6C99593FB7 |
SHA-256 | 913AAE980AC24E315AFDDC10D390729B87279B4037BF0B6C9A3B642A553D609A |
SSDEEP | 12:g8qMG3T5ZCkiEKpc0jP+RkPLy0IvF0lLXadCm06r6trbFoRs48vJr+drs4to:vgZCPdpFjKZPF0JKv6My44+Q4C |
TLSH | T1EFF07DA636C8A105FC425C9FD4D335043479F27C4396F62107999E6820834FAE2B6DC0 |
Key | Value |
---|---|
FileName | ./usr/share/doc/shogun-cmdline-static/examples/kernel_commwordstring.sg |
FileSize | 766 |
MD5 | B6A70F44AA9ABCC531A073093D411339 |
SHA-1 | 1EB21D7B12EF57F52E6857EC2237D238B359AE69 |
SHA-256 | DBB2A7EAE3DC83AD2DEF35A3D41937E03C4FE4EEB42E2A513A2E635CE8CACAE8 |
SSDEEP | 12:gk0nRlxfumf9RBTBEly5sMaKahb3RWSPiPxs7F9rbjWkdYR56CoRs48vJrekdYRh:Ox7lRBTBSy5XSM85WRay44qREQ4C |
TLSH | T1FF012033310996E6E42608B6D5C6361A2749F2FA7BA25692C6DED16101C30DEC371FE1 |