Commit Graph

22 Commits

Author SHA1 Message Date
Volodymyr Orlov
cb4323f26e feat: refactors matrix decomposition routines 2020-03-12 17:32:27 -07:00
Volodymyr Orlov
7b3fa982be feat: adds PCA 2020-03-06 09:13:54 -08:00
Volodymyr Orlov
619560a1cd feat: adds SVD 2020-02-28 09:21:00 -08:00
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
4359d66bfa Adds RandomForest 2020-02-14 17:32:45 -08:00
Volodymyr Orlov
a54f7be867 Adds DecisionTree algorithm 2020-01-10 09:07:04 -08:00
Volodymyr Orlov
a4ff1cbe5f feat: simplifies LR API 2019-12-23 11:18:22 -08:00
Volodymyr Orlov
c1d7c038a6 feat: add basic Matrix implementation for ndarray 2019-12-23 10:33:19 -08:00
Volodymyr Orlov
2425419d10 Removes DenseVector 2019-12-18 10:28:15 -08:00
Volodymyr Orlov
4411b57219 Adds draft implementation of LR 2019-12-10 18:02:02 -08:00
Volodymyr Orlov
b5e677e615 Adds LBFGS optimization method 2019-11-15 08:56:09 -08:00
Volodymyr Orlov
4488cc110e First version of the optimizer 2019-10-29 08:59:06 -07:00
Volodymyr Orlov
f4aec2b35e Adds SVD solver, code refactoring 2019-10-16 08:28:36 -07:00
Volodymyr Orlov
50744208a9 Adds OLS and naive linear algebra routine 2019-10-10 08:53:42 -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
3efd078034 Semi-ready implementation of Simple KNN 2019-09-16 08:52:12 -07:00
Volodymyr Orlov
9c5f6eb307 More KNN experiments 2019-09-05 18:34:50 -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
VolodymyrOrlov
f0275e2fc4 Initial commit 2019-05-07 22:14:51 -07:00