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159 Commits

Author SHA1 Message Date
Arkadiusz Kondas
26be771668 add distanceMetric for dbscan 2016-05-01 00:56:03 +02:00
Arkadiusz Kondas
22963114c3 dbscan clustering algorithm 2016-05-01 00:47:44 +02:00
Arkadiusz Kondas
650e7dd20d simply getDeterminant method 2016-04-30 23:54:05 +02:00
Arkadiusz Kondas
2952557028 improve matrix inverse 2016-04-30 23:47:35 +02:00
Arkadiusz Kondas
f7b91bea72 change Classifier namespace to Classification 2016-04-30 23:45:21 +02:00
Arkadiusz Kondas
ff79de7e14 better arguments format for regression 2016-04-30 13:54:01 +02:00
Arkadiusz Kondas
b1c47d5e9d test intercept and coefficients of linear regression 2016-04-30 13:32:40 +02:00
Arkadiusz Kondas
633974fea0 php-cs-fxier 2016-04-30 00:59:10 +02:00
Arkadiusz Kondas
60c796f5d9 create matrix calculation for ls regression for multiple variable 2016-04-30 00:58:54 +02:00
Arkadiusz Kondas
9d74174a68 ls reg with error :( 2016-04-29 23:03:08 +02:00
Arkadiusz Kondas
52cbda0482 replace mean calls 2016-04-27 23:57:05 +02:00
Arkadiusz Kondas
80a712e8a8 implement Least Squares Regression 2016-04-27 23:51:14 +02:00
Arkadiusz Kondas
cbec77d247 pearson correlation function 2016-04-27 23:28:01 +02:00
Arkadiusz Kondas
66dcfcf2b7 implement standard deviation of population function 2016-04-27 23:04:59 +02:00
Arkadiusz Kondas
af3b57692f linear regression is also hard 2016-04-25 22:55:34 +02:00
Arkadiusz Kondas
118ee0b5fe svm is hard :( 2016-04-21 23:21:08 +02:00
Arkadiusz Kondas
37782eba98 implement RBF kernel function 2016-04-21 22:54:38 +02:00
Arkadiusz Kondas
b30f4cbf11 make scalar function static 2016-04-21 22:12:45 +02:00
Arkadiusz Kondas
34281e40ee add scalar product function 2016-04-21 00:23:03 +02:00
Arkadiusz Kondas
9330785a6f extract Math namespace 2016-04-20 23:56:33 +02:00
Arkadiusz Kondas
6024b1f664 create SVM class skeleton 2016-04-19 22:54:33 +02:00
Arkadiusz Kondas
d9d7895947 force implementation of protected functon in Predictable trait 2016-04-19 22:54:15 +02:00
Arkadiusz Kondas
b04cf220bd rename exception named constructor name 2016-04-18 22:58:43 +02:00
Arkadiusz Kondas
ded28def2d fix minkowski distance 2016-04-17 17:47:30 +02:00
Arkadiusz Kondas
e5ca6c83f1 some bug in code 2016-04-17 17:10:26 +02:00
Arkadiusz Kondas
d2e0ce446c update classifier docs 2016-04-16 21:41:37 +02:00
Arkadiusz Kondas
5170c10773 simplify csv dataset 2016-04-16 21:34:50 +02:00
Arkadiusz Kondas
dea6972305 change csv dataset constructor 2016-04-16 21:27:49 +02:00
Arkadiusz Kondas
a4ab370a48 create traits for reduce complexity 2016-04-16 21:24:40 +02:00
Arkadiusz Kondas
100205d767 simple Naive Bayes classifier 2016-04-14 22:56:54 +02:00
Arkadiusz Kondas
85243f2d92 cs-fixer 2016-04-12 23:10:33 +02:00
Arkadiusz Kondas
79b76fb1a4 implement minkowski distance metric function 2016-04-12 22:02:14 +02:00
Arkadiusz Kondas
d82a12497a implement manhattan distance metric function 2016-04-12 21:43:25 +02:00
Arkadiusz Kondas
aed37e247e knn with chebyshev distance metric test 2016-04-11 21:50:29 +02:00
Arkadiusz Kondas
4d77a16e12 implement Chebyshev distance metric 2016-04-11 21:44:48 +02:00
Arkadiusz Kondas
d169ebf730 create Distance metrci interface and refactor classifier 2016-04-11 21:35:17 +02:00
Arkadiusz Kondas
171c6974e7 remove accuracy score tests on datasets 2016-04-09 15:52:22 +02:00
Arkadiusz Kondas
c9c592cb09 add glass identification dataset 2016-04-09 15:46:54 +02:00
Arkadiusz Kondas
dd53581309 wine class dataset 2016-04-09 15:33:05 +02:00
Arkadiusz Kondas
62ec4ec2f2 integration tests for knn classifier 2016-04-08 22:49:17 +02:00
Arkadiusz Kondas
e7d2780150 classifier predict array of samples or one sample 2016-04-08 22:25:15 +02:00
Arkadiusz Kondas
f1c81638d6 accuracy score with test 2016-04-08 22:11:59 +02:00
Arkadiusz Kondas
9899da7143 remove count from test condition 2016-04-07 23:08:04 +02:00
Arkadiusz Kondas
9c18a5a22d add tests for datasets 2016-04-07 22:35:49 +02:00
Arkadiusz Kondas
a20f474324 refactor csv dataset definition 2016-04-07 22:19:04 +02:00
Arkadiusz Kondas
d3247ebccb random split implementation and tests 2016-04-07 22:13:31 +02:00
Arkadiusz Kondas
bbcc8a3e68 random split implementation and tests 2016-04-07 22:12:36 +02:00
Arkadiusz Kondas
c3f98e4093 random splitter skeleton 2016-04-06 22:38:27 +02:00
Arkadiusz Kondas
649cbdb9a6 prepare cross validation random splitter 2016-04-06 22:38:08 +02:00
Arkadiusz Kondas
e521fb8f80 iris dataset loader 2016-04-06 21:46:17 +02:00
Arkadiusz Kondas
7cbeaecffb simple test for knn classifier 2016-04-05 21:35:06 +02:00
Arkadiusz Kondas
469848ff49 implement k nearest neighbors classifier 2016-04-05 21:06:53 +02:00
Arkadiusz Kondas
bd31f9a025 php-cs-fixer 2016-04-04 22:49:54 +02:00
Arkadiusz Kondas
dd927ef981 create phpunit configuration and first tests 2016-04-04 22:38:51 +02:00
Arkadiusz Kondas
ce1653a5a7 create euclidean distance function 2016-04-04 22:25:27 +02:00
Arkadiusz Kondas
f6a5611586 move functions definitions 2016-04-04 21:50:30 +02:00
Arkadiusz Kondas
4b91593085 add iris dataset csv file 2016-02-28 22:54:21 +01:00
Arkadiusz Kondas
040ae0fbb0 create Classifire interface 2016-02-09 07:45:07 +01:00
Arkadiusz Kondas
97e3f82c6e create first class :) 2016-02-08 23:20:08 +01:00