Arkadiusz Kondas
8072ddb2bf
Update phpunit to 5.5
2016-09-21 21:46:16 +02:00
Patrick Florek
fa87eca375
Add new class Set for simple Set-theoretical operations
...
### Features
* Works only with primitive types int, float, string
* Implements set theortic operations union, intersection, complement
* Modifies set by adding, removing elements
* Implements \IteratorAggregate for use in loops
### Implementation details
Based on array functions:
* array_diff,
* array_merge,
* array_intersection,
* array_unique,
* array_values,
* sort.
### Drawbacks
* **Do not work with objects.**
* Power set and Cartesian product returning array of Set
2016-09-10 13:24:43 +02:00
Patrick Florek
90038befa9
Apply comments / coding styles
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* Remove user-specific gitignore
* Add return type hints
* Avoid global namespace in docs
* Rename rules -> getRules
* Split up rule generation
Todo:
* Move set theory out to math
* Extract rule generation
2016-09-02 00:26:01 +02:00
Patrick Florek
c8bd8db601
# Association rule learning - Apriori algorithm
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* Generating frequent k-length item sets
* Generating rules based on frequent item sets
* Algorithm has exponential complexity, be aware of it
* Apriori algorithm is split into apriori and candidates method
* Second step rule generation is implemented by rules method
* Internal methods are invoked for fine grain unit tests
* Wikipedia's train samples and an alternative are provided for test cases
* Small documentation for public interface is also shipped
2016-08-23 15:44:53 +02:00
Arkadiusz Kondas
6421a2ba41
Develop to master ( #18 )
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* Fix Backpropagation test with explicit random generator seed
* remove custom seed - not working :(
* Updated links in readme
2016-08-21 14:03:20 +02:00
Arkadiusz Kondas
c506a84164
refactor Backpropagation methods and simplify things
2016-08-10 23:03:02 +02:00
Arkadiusz Kondas
66d029e94f
implement and test Backpropagation training
2016-08-10 22:43:47 +02:00
Arkadiusz Kondas
e5d39ee18a
implements and test multilayer perceptron methods
2016-08-09 13:27:48 +02:00
Arkadiusz Kondas
64859f263f
test abstraction from LayeredNetwork
2016-08-07 23:41:08 +02:00
Arkadiusz Kondas
95b29d40b1
add Layer, Input and Bias for neutal network
2016-08-05 10:20:31 +02:00
Arkadiusz Kondas
7062ee29e1
add Neuron and Synapse classes
2016-08-02 20:30:20 +02:00
Arkadiusz Kondas
637fd613b8
implement activation function for neural network
2016-08-02 13:07:47 +02:00
Pablo Joán Iglesias
38deaaeb2e
testScalarProduct check for non numeric values ( #13 )
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* testScalarProduct check for non numeric values
test for non numeric values.
* updating pr #13
using global namespace fro stdClass
2016-07-26 08:13:52 +02:00
Arkadiusz Kondas
403824d23b
test exception on kmeans
2016-07-24 14:01:17 +02:00
Arkadiusz Kondas
448eaafd78
remove unused exception
2016-07-24 13:52:52 +02:00
Arkadiusz Kondas
2a76cbb402
add .coverage to git ignore
2016-07-24 13:42:50 +02:00
Arkadiusz Kondas
093e8fc89c
add more tests for CReport
2016-07-19 22:01:39 +02:00
Arkadiusz Kondas
074dcf7470
php-cs-fixer
2016-07-19 21:59:23 +02:00
Arkadiusz Kondas
9665457159
implement ClassificationReport class
2016-07-19 21:58:59 +02:00
Arkadiusz Kondas
7abee3061a
docs for files dataset and php-cs-fixer
2016-07-16 23:56:52 +02:00
Arkadiusz Kondas
e0b560f31d
create FilesDataset class
2016-07-16 23:29:40 +02:00
Arkadiusz Kondas
9f140d5b6f
fix problem with token count vectorizer array order
2016-07-14 13:25:11 +02:00
Arkadiusz Kondas
7c0767c15a
create docs for tf-idf transformer
2016-07-12 00:21:34 +02:00
Arkadiusz Kondas
f04cc04da5
create StratifiedRandomSplit for cross validation
2016-07-10 14:13:35 +02:00
Arkadiusz Kondas
6c7416a9c4
implement ConfusionMatrix metric
2016-07-07 00:29:58 +02:00
Arkadiusz Kondas
cce68997a1
implement StopWords in TokenCountVectorizer
2016-07-06 23:22:29 +02:00
Arkadiusz Kondas
601ff884e8
php-cs-fixer
2016-06-17 00:34:15 +02:00
Arkadiusz Kondas
424519cd83
implement fit fot TokenCountVectorizer
2016-06-17 00:33:48 +02:00
Arkadiusz Kondas
be7423350f
add more tests for fit metod in preprocessors
2016-06-17 00:23:27 +02:00
Arkadiusz Kondas
3e9e70810d
implement fit on Imputer
2016-06-17 00:16:49 +02:00
Arkadiusz Kondas
557f344018
add fit method for Transformer interface
2016-06-17 00:08:10 +02:00
Arkadiusz Kondas
4554011899
rename labels to targets for Dataset
2016-06-16 23:56:15 +02:00
Arkadiusz Kondas
7f4a0b243f
transform samples for prediction in pipeline
2016-06-16 16:10:46 +02:00
Arkadiusz Kondas
26f2cbabc4
fix Pipeline transformation
2016-06-16 10:26:29 +02:00
Arkadiusz Kondas
d21a401365
implement Tranformer interface on preprocessing classes
2016-06-16 10:03:57 +02:00
Arkadiusz Kondas
7c5e79d2c6
change transformer behavior to reference
2016-06-16 10:01:40 +02:00
Arkadiusz Kondas
15519ba122
simple pipeline test
2016-06-16 09:58:17 +02:00
Arkadiusz Kondas
cc50d2c9b1
implement TfIdf transformation
2016-06-15 16:04:09 +02:00
Arkadiusz Kondas
da6d94cc46
create stop words class
2016-06-14 11:54:04 +02:00
Arkadiusz Kondas
2f51716388
change token count vectorizer to return full token counts
2016-06-14 09:58:11 +02:00
Arkadiusz Kondas
23eff0044a
add test with dataset example
2016-05-31 20:01:54 +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
078f543146
add word tokenizer
2016-05-07 23:17:46 +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
