Commit Graph

24 Commits

Author SHA1 Message Date
Volodymyr Orlov
a9db970195 feat: refactoring, adds Result to most public API 2020-09-18 15:20:32 -07:00
Volodymyr Orlov
b95e11cc98 feat: adds dataset module, fixs problem in CoverTree implementation 2020-09-10 12:21:59 -07:00
Volodymyr Orlov
bbe810d164 feat: documents matrix methods 2020-09-06 18:27:11 -07:00
Volodymyr Orlov
ecfbaac167 feat: documents ensemble models 2020-09-04 10:04:22 -07:00
Volodymyr Orlov
53ed216c4c fix: broken links 2020-08-30 16:47:19 -07:00
Volodymyr Orlov
fa0918cee3 fix: renames FloatExt to RealNumber 2020-08-29 20:17:01 -07:00
Volodymyr Orlov
8705867386 fix: turns off dead code warning in heap_select 2020-08-29 16:58:04 -07:00
Volodymyr Orlov
c34eae6a9b feat: documents KNN algorithms section 2020-08-29 16:54:58 -07:00
Volodymyr Orlov
367ea62608 feat: new distance function parameter in KNN, extends KNN documentation 2020-08-28 15:30:52 -07:00
Volodymyr Orlov
aa458d22fa fix: code cleanup, documentation 2020-08-27 11:37:14 -07:00
Volodymyr Orlov
14113b4152 feat: adds F1 and roc_auc_score 2020-06-08 14:47:59 -07:00
Volodymyr Orlov
a2784d6345 fix: cargo fmt 2020-06-05 17:52:03 -07:00
Volodymyr Orlov
e20e9ca6e0 feat: adds new distance measures + LU decomposition 2020-06-05 10:40:17 -07:00
Volodymyr Orlov
eb0c36223f feat: adds serialization/deserialization methods 2020-04-03 11:12:15 -07:00
Volodymyr Orlov
5766364311 fix: minor refactoring 2020-03-31 18:24:01 -07:00
Volodymyr Orlov
02b85415d9 feat: extends interface of Matrix to support for broad range of types 2020-03-26 15:28:26 -07:00
Volodymyr Orlov
fe50509d3b fix: refactors knn and distance functions 2020-02-21 18:54:50 -08:00
Volodymyr Orlov
0e89113297 feat: adds KMeans clustering algorithm 2020-02-20 18:43:24 -08:00
Volodymyr Orlov
a54f7be867 Adds DecisionTree algorithm 2020-01-10 09:07:04 -08:00
Volodymyr Orlov
f4aec2b35e Adds SVD solver, code refactoring 2019-10-16 08:28:36 -07:00
Volodymyr Orlov
b8e1bf9a80 Improves Cover Tree implementation 2019-09-30 08:55:41 -07:00
Volodymyr Orlov
874d528f58 Adds CoverTree implementation 2019-09-23 20:54:21 -07:00
Volodymyr Orlov
a9ec6dfcd0 Extends basic KNN search algorithm 2019-06-11 11:57:36 -07:00
Volodymyr Orlov
f4d3a80490 Initial commit 2019-05-28 17:46:03 -07:00