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accosmin-org
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libnano
C++ numerical optimization and machine learning utilities using Eigen3
MIT License
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[solver] experiment with augmented lagrangian method for linear and quadratic programs
#90
accosmin
closed
6 days ago
0
more precise solver by default for linear and quadratic programs
#89
accosmin
closed
1 week ago
1
Numerically robust check of subgradients
#88
accosmin
closed
1 week ago
0
[solver] simpler strategy to update the proximity parameter in bundle methods
#87
accosmin
opened
3 weeks ago
0
Quasi rqb
#86
accosmin
closed
6 months ago
0
Linear model rqb
#85
accosmin
closed
7 months ago
0
Quasi rqb
#84
accosmin
closed
8 months ago
0
conservative remove_if for multiple tensors
#83
accosmin
closed
9 months ago
0
Proximal
#82
accosmin
closed
10 months ago
0
[solver] epsilon Clarke gradient test for quasi newton methods for non-smooth problems
#81
accosmin
closed
9 months ago
1
gradient sampling baseline solver
#80
accosmin
closed
1 year ago
1
split library into components
#79
accosmin
closed
1 year ago
1
use vcpkg in manifest mode
#78
accosmin
closed
1 year ago
0
double free or corruption using lbfgs solver
#77
foolnotion
closed
1 year ago
6
[solver] implement gradient sampling solver
#76
accosmin
closed
11 months ago
0
[solver] quasi-newton methods for non-smooth optimization
#75
accosmin
opened
1 year ago
0
[data] store categorical features using smallest amount of bits
#74
accosmin
opened
1 year ago
0
[ml] adaptive shrinkage
#73
accosmin
closed
1 year ago
0
Asga
#72
accosmin
closed
1 year ago
0
simplify installation part in cmake, strip symbols when installing
#71
accosmin
closed
1 year ago
0
windows build in the CI
#70
accosmin
closed
1 year ago
0
[ml] subsampling proportional with the gradients' magnitude
#69
accosmin
closed
1 year ago
0
[ml] consider missing feature values for RSS of weak learners
#68
accosmin
closed
1 year ago
0
[gboost
#67
accosmin
closed
1 year ago
0
[ml] store optimization errors during model fitting as warnings
#66
accosmin
closed
1 year ago
0
[ml] regularization with sampling features
#65
accosmin
opened
1 year ago
0
[ml] regularization with data augmentation with missing feature values
#64
accosmin
opened
1 year ago
0
[gboost] extend table weak learner to group discrete feature values
#63
accosmin
closed
1 year ago
1
[ml] hyper-parameter selection interface
#62
accosmin
opened
1 year ago
0
[api] split library into components with appropriate cmake exports
#61
accosmin
closed
1 year ago
0
[wlearner] extend fit results for weak learners
#60
accosmin
closed
1 year ago
0
[ml] more efficient data iterator
#59
accosmin
closed
1 year ago
0
[gboost] kink weak learner
#58
accosmin
opened
2 years ago
0
[gboost] support both real and discrete weak learners
#57
accosmin
opened
2 years ago
0
[gboost] extend affine weak learner to structured features
#56
accosmin
opened
2 years ago
0
[gboost] convolutional filters as weak learners for structured features
#55
accosmin
opened
2 years ago
0
[gboost] extend tables weak learner to scalars
#54
accosmin
opened
2 years ago
0
[gboost] extend stump and hinge weak learners to use quantiles
#53
accosmin
opened
2 years ago
0
[gboost] extend tables weak learner for multi-label
#52
accosmin
closed
1 year ago
0
[bench] add benchmark for builtin models
#51
accosmin
opened
2 years ago
0
[gboost] adapt gboost model to new dataset interface
#50
accosmin
closed
1 year ago
0
refactor model interface
#49
accosmin
closed
2 years ago
0
splitter interface
#48
accosmin
closed
2 years ago
0
tuning interface
#47
accosmin
closed
2 years ago
0
[bench] benchmark for linear and quadratic program
#46
accosmin
opened
2 years ago
0
[solver] implement fast proximal algorithms for nonsmooth convex problems
#45
accosmin
closed
8 months ago
0
update documentation for solvers
#44
accosmin
closed
1 year ago
0
[solver] quadratic optimization solver
#43
accosmin
closed
1 year ago
0
[solver] linear optimization solver
#42
accosmin
closed
1 year ago
0
[solver] implement level method to solve non-smooth convex problems
#41
accosmin
closed
9 months ago
1
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