Volodymyr Orlov
1b9347baa1
feat: adds support vector classifier
2020-10-21 19:01:29 -07:00
VolodymyrOrlov
5f2984f617
Merge pull request #12 from smartcorelib/svm
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epsilon-SVR + new methods in BaseMatrix and BaseVector
2020-10-17 11:46:46 -07:00
Volodymyr Orlov
83d28dea62
fix: svr, post-review changes
2020-10-16 11:56:37 -07:00
VolodymyrOrlov
5f59588eac
Merge pull request #13 from morenol/lmm/knn
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Allow KNN with k=1
2020-10-16 11:21:37 -07:00
Luis Moreno
92dad01810
Allow KNN with k=1
2020-10-16 12:28:30 -04:00
Volodymyr Orlov
20e58a8817
feat: adds e-SVR
2020-10-15 16:23:26 -07:00
Lorenzo
a2588f6f45
KFold cross-validation ( #8 )
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* Add documentation and API
* Add public keyword
* Implement test_indices (debug version)
* Return indices as Vec of Vec
* Consume vector using drain()
* Use shape() to return num of samples
* Implement test_masks
* Implement KFold.split()
* Make trait public
* Add test for split
* Fix samples in shape()
* Implement shuffle
* Simplify return values
* Use usize for n_splits
Co-authored-by: VolodymyrOrlov <volodymyr.orlov@gmail.com >
2020-10-13 10:10:28 +01:00
VolodymyrOrlov
bb96354363
Merge pull request #7 from vadimzaliva/development
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+ DBSCAN and data generator. Improves KNN API
2020-10-02 14:25:07 -07:00
Vadim Zaliva
c43990e932
+ DBSCAN and data generator. Improves KNN API
2020-10-02 14:04:01 -07:00
Volodymyr Orlov
6602de0d51
feat: pre-release
2020-09-25 18:01:32 -07:00
Volodymyr Orlov
91371831d7
feat: pre-release
2020-09-25 17:59:55 -07:00
Volodymyr Orlov
2aca488553
feat: pre-release
2020-09-25 17:52:21 -07:00
Volodymyr Orlov
4067b20ed3
fix: styles in README.md
2020-09-25 16:06:36 -07:00
Volodymyr Orlov
abddbd36be
fix: styles in README.md
2020-09-25 15:37:39 -07:00
Volodymyr Orlov
ad43c92200
fix: Readme page
2020-09-25 15:34:38 -07:00
Volodymyr Orlov
3e541e0b8f
fix: improves SVD
2020-09-24 14:42:28 -07:00
Volodymyr Orlov
a19398fd70
fix: code and documentation cleanup
2020-09-23 16:41:39 -07:00
Volodymyr Orlov
750015b861
feat: + cluster metrics
2020-09-22 20:23:51 -07:00
Volodymyr Orlov
0803532e79
fix: minor change in documentation
2020-09-20 16:40:25 -07:00
Volodymyr Orlov
a9db970195
feat: refactoring, adds Result to most public API
2020-09-18 15:20:32 -07:00
Volodymyr Orlov
4921ae76f5
fix: formatting
2020-09-17 18:52:50 -07:00
Volodymyr Orlov
9b7a2df0ce
feat: adds FitFailedError and PredictFailedError
2020-09-17 18:49:56 -07:00
Volodymyr Orlov
4ba0cd317a
fix: removes unnecessary print statements, fixes broken test
2020-09-16 09:16:22 -07:00
Volodymyr Orlov
01f536d7f7
fix: broken unit test
2020-09-14 16:15:15 -07:00
Volodymyr Orlov
fa02d77ab1
fix: minor message typos
2020-09-14 16:08:21 -07:00
Volodymyr Orlov
e0e4791cbc
fix: bug in dataset serializer
2020-09-14 13:45:58 -07:00
Volodymyr Orlov
7c013ddc35
feat: refactors dataset
2020-09-14 13:36:40 -07:00
Volodymyr Orlov
d28f13d849
feat: adds train/test split function; fixes bug in random forest
2020-09-13 16:23:30 -07:00
Volodymyr Orlov
1920f9cd0b
feat: adds breast cancer dataset
2020-09-11 16:54:05 -07:00
Volodymyr Orlov
9b96150ac1
feat: adds diabetes dataset
2020-09-11 15:56:06 -07:00
Volodymyr Orlov
bc8f4a3226
fix: formatting
2020-09-11 14:47:01 -07:00
Volodymyr Orlov
1f0d444b03
feat: adds boston housing dataset
2020-09-11 14:45:30 -07:00
Volodymyr Orlov
b95e11cc98
feat: adds dataset module, fixs problem in CoverTree implementation
2020-09-10 12:21:59 -07:00
Volodymyr Orlov
cc1f84e81f
feat: documents matrix decomposition methods
2020-09-07 16:28:52 -07:00
Volodymyr Orlov
bbe810d164
feat: documents matrix methods
2020-09-06 18:27:11 -07:00
Volodymyr Orlov
1e3ed4c924
fix: formatting
2020-09-04 10:11:39 -07:00
Volodymyr Orlov
1735ea61df
fix: broken unit tests
2020-09-04 10:10:41 -07:00
Volodymyr Orlov
ecfbaac167
feat: documents ensemble models
2020-09-04 10:04:22 -07:00
Volodymyr Orlov
2c6a03ddc1
feat: documents tree
2020-09-03 17:49:58 -07:00
Volodymyr Orlov
32081852ad
feat: documents linear models
2020-09-02 15:35:16 -07:00
Volodymyr Orlov
6d313821fa
feat: documents pca
2020-09-02 10:14:34 -07:00
Volodymyr Orlov
d024aa0967
feat: documents k-means
2020-09-01 19:52:40 -07:00
Volodymyr Orlov
108686cee7
fix: formatting
2020-08-31 13:50:31 -07:00
Volodymyr Orlov
612bf0c1dd
feat: documents metric functions
2020-08-31 13:49:25 -07:00
Volodymyr Orlov
e74b63e287
feat: documents metric functions
2020-08-31 13:48:20 -07:00
Volodymyr Orlov
ba1075d298
fix: broken links
2020-08-30 16:49:48 -07:00
Volodymyr Orlov
53ed216c4c
fix: broken links
2020-08-30 16:47:19 -07:00
Volodymyr Orlov
70fbdfe413
feat: documents distance and num modules
2020-08-30 16:42:06 -07:00
Volodymyr Orlov
f7c229f167
fix: formatting
2020-08-29 20:20:36 -07:00
Volodymyr Orlov
fa0918cee3
fix: renames FloatExt to RealNumber
2020-08-29 20:17:01 -07:00
