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Author SHA1 Message Date
Arkadiusz Kondas
3a7ccbc055 Merge pull request #22 from pflorek/feature-set 
Add new class Set for simple Set-theoretical operations
 2016-09-10 18:37:55 +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
Arkadiusz Kondas
6739660f8d Merge pull request #19 from pflorek/master 
Association rule learning - Apriori algorithm
 2016-09-06 23:15:04 +02:00
Patrick Florek
90038befa9 Apply comments / coding styles 
* 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 
* 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) 
* 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
41ac2e33ae Merge pull request #16 from php-ai/develop 
Simple Neural Network with MultilayerPerceptron and Backpropagation
 2016-08-14 19:17:12 +02:00
Arkadiusz Kondas
3599367ce8 Add docs for neural network 2016-08-14 19:14:56 +02:00
Arkadiusz Kondas
b1978cf5ca update changelog 2016-08-14 18:35:17 +02:00
Arkadiusz Kondas
638119fc98 code style fixes 2016-08-14 18:27:08 +02:00
Arkadiusz Kondas
f0bd5ae424 Create MLP Regressor draft 2016-08-12 16:29:50 +02:00
Arkadiusz Kondas
2412f15923 Add activationFunction parameter for Perceptron and Layer 2016-08-11 13:21:22 +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
72afeb7040 implements and test multilayer perceptron methods 2016-08-09 13:27:43 +02:00
Arkadiusz Kondas
64859f263f test abstraction from LayeredNetwork 2016-08-07 23:41:08 +02:00
Arkadiusz Kondas
ddb3cc367b test abstraction from LayeredNetwork 2016-08-07 23:41:02 +02:00
Arkadiusz Kondas
12ee62bbca create Network and Training contracts 2016-08-05 16:12:39 +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
f186aa9c0b extract functions from loops and remove unused code 2016-08-02 13:23:58 +02:00
Arkadiusz Kondas
637fd613b8 implement activation function for neural network 2016-08-02 13:07:47 +02:00
Arkadiusz Kondas
2f5b090188 create contributing guide 2016-07-26 21:57:15 +02:00
Pablo Joán Iglesias
bbbf5cfc9d For each body should be wrapped in an if statement (#14) 
unit test to go with commit
 2016-07-26 08:14:57 +02:00
Pablo Joán Iglesias
38deaaeb2e testScalarProduct check for non numeric values (#13) 
* 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
0869043488 Merge pull request #12 from php-ai/develop 
New features: ClassificationReport and FileDataset
 2016-07-24 14:04:09 +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
a298bdc8de create script for code coverage generation 2016-07-24 13:45:54 +02:00
Arkadiusz Kondas
2a76cbb402 add .coverage to git ignore 2016-07-24 13:42:50 +02:00
Arkadiusz Kondas
6ed4761427 add examples link to readme 2016-07-24 13:35:13 +02:00
Arkadiusz Kondas
52cd58acb0 add info about minimum php version required 2016-07-20 09:15:52 +02:00
Arkadiusz Kondas
963cfea551 add ClassificationReport docs 2016-07-19 22:17:03 +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
76d15e9691 add php-ml logo 2016-07-17 00:31:47 +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
9d900be0c6 Merge pull request #9 from php-ai/develop 
Add missing docs and create changelog
 2016-07-12 00:23:23 +02:00
Arkadiusz Kondas
7c0767c15a create docs for tf-idf transformer 2016-07-12 00:21:34 +02:00
Arkadiusz Kondas
ba8927459c add docs for ConfusionMatrix 2016-07-12 00:11:18 +02:00
Arkadiusz Kondas
bb35d045ba add docs for Pipeline 2016-07-12 00:00:17 +02:00
Arkadiusz Kondas
cf0970c2ac Merge branch 'develop' of github.com:php-ai/php-ml into develop 2016-07-11 21:13:26 +02:00
Arkadiusz Kondas
212be20fe7 create changelog 2016-07-11 21:12:49 +02:00
Arkadiusz Kondas
76974e10a5 add link to Stratified Random Split in mkdocs 2016-07-11 10:05:02 +02:00
Arkadiusz Kondas
a4c8fbab50 Merge pull request #8 from php-ai/develop 
Pipeline, Transformers and Stratified Random Split
 2016-07-11 09:57:36 +02:00
Arkadiusz Kondas
ee6ea3b850 create docs for StratifiedRandomSplit 2016-07-11 00:07:07 +02:00