Commits · 75f0d1acba0f1c22694be317ddcabfbb7a04c1dc · OpenDAS / dlib · GitLab

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23 Dec, 2010 10 commits

Added an epsilon-insensitive support vector regression class. · 75f0d1ac
Davis King authored Dec 23, 2010
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75f0d1ac

Clarified spec · f710b18b

Davis King authored Dec 23, 2010

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f710b18b

updated docs · 6ad915f5

Davis King authored Dec 23, 2010

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6ad915f5

Simplified requires clause of train() function. · 2ae7bd31
Davis King authored Dec 23, 2010
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2ae7bd31

Added the is_learning_problem() predicate and used it to make a few · 35fb8d4d

Davis King authored Dec 23, 2010

requires clauses more straight forward.

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35fb8d4d

made spec clearer · cdd8218b

Davis King authored Dec 23, 2010

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cdd8218b

Added a missing #include · 3951ae44

Davis King authored Dec 23, 2010

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3951ae44

updated docs · 0561d607

Davis King authored Dec 23, 2010

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0561d607

fixed grammar · 32142dea

Davis King authored Dec 23, 2010

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32142dea

Added another citation · aaf653fa

Davis King authored Dec 23, 2010

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aaf653fa

22 Dec, 2010 18 commits

moved calculate_rho_and_b back into the svm_nu_trainer · 160293f9
Davis King authored Dec 22, 2010
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160293f9

Fixed a minor bug and did some cleanup · 2932d6d3

Davis King authored Dec 22, 2010

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2932d6d3

Added the svm_one_class_trainer object. · 00325e75

Davis King authored Dec 22, 2010

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00325e75

Made alpha initialization a little more robust. · 2d113cd0
Davis King authored Dec 22, 2010
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2d113cd0
Changed this example so it recommends using stream.peek()!=EOF instead of stream.good() · 58ee5c66
Davis King authored Dec 22, 2010
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to detect the end of the stream.

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58ee5c66

Changed the example program to suggest a logarithmic grid search · 706b343d

Davis King authored Dec 22, 2010

rather than one that takes linear steps.

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706b343d

Removed a bit of code that didn't actually do anything. · 58862bb2
Davis King authored Dec 22, 2010
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58862bb2

Fixed typo in comment · 8af047bf

Davis King authored Dec 22, 2010

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8af047bf

updated docs · 94647651

Davis King authored Dec 22, 2010

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94647651

Added missing #include · 9711283f

Davis King authored Dec 22, 2010

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9711283f

Added some tests for the svm_c_trainer · 8515da8c

Davis King authored Dec 22, 2010

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8515da8c

Added the svm_c_trainer. It uses the solve_qp3_using_smo optimizer I just added. · 9c02764a
Davis King authored Dec 22, 2010
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9c02764a

Moved calculate_rho_and_b() into it's own file since it will be used · 2b9c85ee

Davis King authored Dec 22, 2010

by other tools.  I also clarified the spec slightly.

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2b9c85ee

Added another version of the quadratic solver. It's basically a copy · b43813a2

Davis King authored Dec 22, 2010

of solve_qp2_using_smo but this one solves the problem associated with
C-SVMs and a few other things.

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b43813a2

Made the solver return the number of iterations performed. · d7e61080
Davis King authored Dec 22, 2010
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d7e61080

fixed minor bug in unit tests · 25720eaf

Davis King authored Dec 22, 2010

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25720eaf

updated docs · 18af6d4c

Davis King authored Dec 22, 2010

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18af6d4c

Clarified spec · 10361a72

Davis King authored Dec 22, 2010

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10361a72

21 Dec, 2010 12 commits

A minor change to avoid a compiler warning from gcc. · f96636a4
Davis King authored Dec 21, 2010
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f96636a4

updated docs · 0cedd073

Davis King authored Dec 21, 2010

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0cedd073

Clarified some comments · 7574804b

Davis King authored Dec 21, 2010

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7574804b

Refactored the svm_nu_trainer. Specifically, I pulled the quadratic · b7a02418

Davis King authored Dec 21, 2010

solver out and made it a separate class.  The kernel_matrix_cache has also
been removed in favor of the new symmetric_matrix_cache.  Finally, the
remaining bits of the svm_nu_trainer have been moved into svm_nu_trainer.h

Also note that invalid_svm_nu_error has been renamed to invalid_nu_error.

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b7a02418

updated spec · dbba600f

Davis King authored Dec 21, 2010

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Updated docs · 3aab58b2

Davis King authored Dec 21, 2010

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3aab58b2

updated docs · 33cc9887

Davis King authored Dec 21, 2010

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33cc9887

Updated the docs to stop saying I'm supporting some really old compilers. So no · 3d98ee53
Davis King authored Dec 21, 2010
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more gcc 3.3 or visual studio 2003.

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3d98ee53

removed some cruft · 02be9340

Davis King authored Dec 21, 2010

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02be9340

More code cleanup and spec refinement. I also added a unit test for the symmetric_matrix_cache. · f3184b9b

Davis King authored Dec 21, 2010

Finally, I put the new structs for determining the return types from colm/rowm/diag
into the proper places.

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f3184b9b

code cleanup · 71051985

Davis King authored Dec 21, 2010

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71051985

Added rough version of the new symmetric_matrix_cache() function. · 73c7a654
Davis King authored Dec 21, 2010
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