Volodymyr Orlov
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c34eae6a9b
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feat: documents KNN algorithms section
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2020-08-29 16:54:58 -07:00 |
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Volodymyr Orlov
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68dca25f91
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feat: puts ndarray and nalgebra bindings behind feature flags
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2020-08-28 16:55:41 -07:00 |
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Volodymyr Orlov
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367ea62608
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feat: new distance function parameter in KNN, extends KNN documentation
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2020-08-28 15:30:52 -07:00 |
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Volodymyr Orlov
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dcf636a5f1
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feat: documents KNN Classifier
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2020-08-27 19:47:11 -07:00 |
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Volodymyr Orlov
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762bc3d765
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fix: formatting
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2020-08-27 14:17:49 -07:00 |
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Volodymyr Orlov
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e5b412451f
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feat: adds KNN Regressor
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2020-08-27 14:17:18 -07:00 |
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Volodymyr Orlov
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f73b349f57
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fix: formatting
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2020-08-27 11:40:11 -07:00 |
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Volodymyr Orlov
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aa458d22fa
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fix: code cleanup, documentation
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2020-08-27 11:37:14 -07:00 |
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Volodymyr Orlov
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7a7b0d6875
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fix: updates multiple libraries
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2020-08-17 08:28:28 -07:00 |
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Volodymyr Orlov
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2ece181e08
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feat: adds 3 new regression metrics
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2020-06-10 17:06:34 -07:00 |
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Volodymyr Orlov
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61b404afea
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fix: metric parameter name changed
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2020-06-08 15:02:51 -07:00 |
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Volodymyr Orlov
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14113b4152
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feat: adds F1 and roc_auc_score
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2020-06-08 14:47:59 -07:00 |
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Volodymyr Orlov
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ee581abf70
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fix: formatting
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2020-06-05 18:13:28 -07:00 |
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Volodymyr Orlov
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3982ae8f10
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fix: broken tests
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2020-06-05 18:10:23 -07:00 |
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Volodymyr Orlov
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45cf7adf37
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fix: library update, CircleCI modification
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2020-06-05 18:00:56 -07:00 |
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Volodymyr Orlov
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a2784d6345
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fix: cargo fmt
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2020-06-05 17:52:03 -07:00 |
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VolodymyrOrlov
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685be04488
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Merge pull request #1 from VolodymyrOrlov/circleci-project-setup
Add .circleci/config.yml
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2020-06-05 17:49:38 -07:00 |
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VolodymyrOrlov
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9e782cb36a
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Add .circleci/config.yml
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2020-06-05 17:47:05 -07:00 |
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Volodymyr Orlov
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c0c2029f2c
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feat: adds accuracy, recall and precision metrics
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2020-06-05 17:39:29 -07:00 |
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Volodymyr Orlov
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e20e9ca6e0
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feat: adds new distance measures + LU decomposition
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2020-06-05 10:40:17 -07:00 |
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Volodymyr Orlov
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f8f1e75fe2
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feat: integrates with nalgebra
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2020-04-06 19:16:44 -07:00 |
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Volodymyr Orlov
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b068295dac
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feat: integrates with nalgebra
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2020-04-06 19:16:37 -07:00 |
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Volodymyr Orlov
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eb0c36223f
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feat: adds serialization/deserialization methods
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2020-04-03 11:12:15 -07:00 |
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Volodymyr Orlov
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5766364311
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fix: minor refactoring
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2020-03-31 18:24:01 -07:00 |
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Volodymyr Orlov
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8bb6013430
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feat: serialization/deserialization with Serde
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2020-03-31 18:19:20 -07:00 |
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Volodymyr Orlov
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1257d2c19b
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fix: code cleanup
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2020-03-26 16:23:50 -07:00 |
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Volodymyr Orlov
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4d967858a5
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fix: fixes a bug in decision_tree_regressor
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2020-03-26 16:21:20 -07:00 |
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Volodymyr Orlov
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02b85415d9
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feat: extends interface of Matrix to support for broad range of types
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2020-03-26 15:28:26 -07:00 |
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Volodymyr Orlov
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84ffd331cd
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fix: refactors decision_tree_classifier
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2020-03-24 11:07:05 -07:00 |
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Volodymyr Orlov
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18243e658b
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fix: minor refactoring
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2020-03-23 18:50:58 -07:00 |
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Volodymyr Orlov
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17200fe633
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feat: adds RandomForestRegressor
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2020-03-23 16:56:42 -07:00 |
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Volodymyr Orlov
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18dc6bdb40
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fix: minor bug in decision_tree_regressor
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2020-03-23 15:32:06 -07:00 |
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Volodymyr Orlov
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6577e22111
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fix: minor refactoring
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2020-03-20 15:58:10 -07:00 |
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Volodymyr Orlov
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a96f303dea
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feat: adds Decision Tree Regressor
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2020-03-20 14:51:35 -07:00 |
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Volodymyr Orlov
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87b6fab795
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feat: refactors packages layout
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2020-03-13 14:30:45 -07:00 |
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Volodymyr Orlov
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4f8318e933
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fix: more refactoring
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2020-03-13 11:24:53 -07:00 |
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Volodymyr Orlov
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cb4323f26e
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feat: refactors matrix decomposition routines
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2020-03-12 17:32:27 -07:00 |
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Volodymyr Orlov
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7b3fa982be
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feat: adds PCA
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2020-03-06 09:13:54 -08:00 |
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Volodymyr Orlov
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619560a1cd
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feat: adds SVD
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2020-02-28 09:21:00 -08:00 |
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Volodymyr Orlov
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fe50509d3b
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fix: refactors knn and distance functions
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2020-02-21 18:54:50 -08:00 |
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Volodymyr Orlov
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0e89113297
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feat: adds KMeans clustering algorithm
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2020-02-20 18:43:24 -08:00 |
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Volodymyr Orlov
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4359d66bfa
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Adds RandomForest
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2020-02-14 17:32:45 -08:00 |
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Volodymyr Orlov
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a54f7be867
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Adds DecisionTree algorithm
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2020-01-10 09:07:04 -08:00 |
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Volodymyr Orlov
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a4ff1cbe5f
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feat: simplifies LR API
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2019-12-23 11:18:22 -08:00 |
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Volodymyr Orlov
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c1d7c038a6
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feat: add basic Matrix implementation for ndarray
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2019-12-23 10:33:19 -08:00 |
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Volodymyr Orlov
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2425419d10
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Removes DenseVector
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2019-12-18 10:28:15 -08:00 |
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Volodymyr Orlov
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4411b57219
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Adds draft implementation of LR
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2019-12-10 18:02:02 -08:00 |
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Volodymyr Orlov
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b5e677e615
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Adds LBFGS optimization method
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2019-11-15 08:56:09 -08:00 |
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Volodymyr Orlov
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4488cc110e
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First version of the optimizer
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2019-10-29 08:59:06 -07:00 |
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Volodymyr Orlov
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f4aec2b35e
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Adds SVD solver, code refactoring
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2019-10-16 08:28:36 -07:00 |
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