Volodymyr Orlov
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b8fea67fd2
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fix: formatting
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2020-11-03 15:49:04 -08:00 |
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Volodymyr Orlov
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6473a6c4ae
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feat: adds Cholesky matrix decomposition
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2020-11-03 15:39:43 -08:00 |
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Volodymyr Orlov
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cf4f658f01
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feat: adds 3 more SVM kernels, linalg refactoring
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2020-10-28 17:10:17 -07:00 |
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Volodymyr Orlov
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20e58a8817
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feat: adds e-SVR
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2020-10-15 16:23:26 -07:00 |
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Volodymyr Orlov
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750015b861
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feat: + cluster metrics
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2020-09-22 20:23:51 -07:00 |
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Volodymyr Orlov
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a9db970195
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feat: refactoring, adds Result to most public API
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2020-09-18 15:20:32 -07:00 |
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Volodymyr Orlov
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d28f13d849
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feat: adds train/test split function; fixes bug in random forest
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2020-09-13 16:23:30 -07:00 |
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Volodymyr Orlov
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bbe810d164
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feat: documents matrix methods
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2020-09-06 18:27:11 -07:00 |
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Volodymyr Orlov
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fa0918cee3
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fix: renames FloatExt to RealNumber
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2020-08-29 20:17:01 -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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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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a2784d6345
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fix: cargo fmt
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2020-06-05 17:52:03 -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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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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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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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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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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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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Volodymyr Orlov
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50744208a9
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Adds OLS and naive linear algebra routine
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2019-10-10 08:53:42 -07:00 |
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