86 Commits

Author	SHA1	Message	Date
Arkadiusz Kondas	1ac4b44ee4	create stop words class	2016-06-14 11:53:58 +02:00
Arkadiusz Kondas	2f51716388	change token count vectorizer to return full token counts	2016-06-14 09:58:11 +02:00
Arkadiusz Kondas	fb04b57853	implement data Normalizer with L1 and L2 norm	2016-05-08 20:35:01 +02:00
Arkadiusz Kondas	65cdfe64b2	implement Median and MostFrequent strategy for imputer	2016-05-08 19:33:39 +02:00
Arkadiusz Kondas	a761d0e8f2	mode (dominant) from numbers	2016-05-08 19:23:54 +02:00
Arkadiusz Kondas	ed1e07e803	median function in statistic	2016-05-08 19:12:39 +02:00
Arkadiusz Kondas	b0ab236ab9	create imputer tool for completing missing values	2016-05-08 14:47:17 +02:00
Arkadiusz Kondas	46197eba7b	add word tokenizer	2016-05-07 23:17:52 +02:00
Arkadiusz Kondas	430c1078cf	implement support vector regression	2016-05-07 23:04:58 +02:00
Arkadiusz Kondas	c409658483	support vector classifier implementation	2016-05-07 22:17:12 +02:00
Arkadiusz Kondas	6cf6c5e768	add multi class svm test	2016-05-07 14:08:09 +02:00
Arkadiusz Kondas	95bfc890cd	add windows libsvm binaries	2016-05-07 11:22:37 +02:00
Arkadiusz Kondas	7b5b6418f4	libsvm predict program implementation	2016-05-06 22:55:41 +02:00
Arkadiusz Kondas	dfb7b6b108	datatransformer test set	2016-05-06 22:38:50 +02:00
Arkadiusz Kondas	4ac2ac8a35	fix index for trainging set	2016-05-06 22:33:04 +02:00
Arkadiusz Kondas	95caef8692	start to implement SVM with libsvm	2016-05-05 23:29:11 +02:00
Arkadiusz Kondas	71400cc1e6	svm	2016-05-05 21:57:25 +02:00
Arkadiusz Kondas	24fc917d6a	php-cs-fixer	2016-05-04 21:30:40 +02:00
Arkadiusz Kondas	791a54068b	update composer	2016-05-04 21:29:26 +02:00
Arkadiusz Kondas	c05ce8c542	feature extractions tools - TokenCountVectorizez	2016-05-03 23:28:29 +02:00
Arkadiusz Kondas	fadd003169	create whitespace tokenizer	2016-05-03 00:33:18 +02:00
Arkadiusz Kondas	5c67cfaeef	refactor kmeans init methods	2016-05-02 23:36:58 +02:00
Arkadiusz Kondas	56114d99ce	fix param casting for hhvm compatibility	2016-05-02 23:06:17 +02:00
Arkadiusz Kondas	abd3b38490	refactor kmeans variables names	2016-05-02 14:02:00 +02:00
Arkadiusz Kondas	7572304d50	refactor kmeans subclasses	2016-05-01 23:36:33 +02:00
Arkadiusz Kondas	c0513e9b82	kmeans clustering	2016-05-01 23:17:09 +02:00
Arkadiusz Kondas	01a2499754	cs-fixer	2016-05-01 00:56:43 +02:00
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