Mustafa Karabulut
e603d60841
Update NaiveBayes.php ( #30 )
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* Update NaiveBayes.php
* Update NaiveBayes.php
* Update NaiveBayes.php
Update to fix "predictSample" function to enable it handle samples given as multi-dimensional arrays.
* Update NaiveBayes.php
* Update NaiveBayes.php
2017-01-17 16:21:58 +01:00
Arkadiusz Kondas
cb5a9956c6
Merge pull request #28 from robertboloc/feature-documentation-fixes
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Fix a few broken documentation links
2017-01-06 21:00:41 +01:00
Robert Boloc
aace5ff022
Fix documentation links
2017-01-05 20:37:48 +00:00
Arkadiusz Kondas
a78ebc159a
Use assertCount in tests
2016-12-12 19:31:30 +01:00
Arkadiusz Kondas
b6fe290c65
Fix for php7.1 accuracy test score
2016-12-12 19:28:26 +01:00
Arkadiusz Kondas
902d2ddcd9
Add php 7.1 to travis
2016-12-12 19:12:26 +01:00
Arkadiusz Kondas
4dc82710c8
Replace rand with newer versions random_int
2016-12-12 19:09:45 +01:00
Arkadiusz Kondas
2363bbaa75
Add type hint and exceptions annotation
2016-12-12 19:02:09 +01:00
Arkadiusz Kondas
d32197100e
Fix docblock
2016-12-12 18:50:27 +01:00
Arkadiusz Kondas
fd85033339
Use __DIR__ instead of dirname
2016-12-12 18:45:14 +01:00
Arkadiusz Kondas
a4f65bd13f
Short syntax for applied operations
2016-12-12 18:34:20 +01:00
Arkadiusz Kondas
df28656d0d
Fixes after new php-cs-fixer v2.0
2016-12-12 18:11:57 +01:00
Arkadiusz Kondas
da56ce4b3a
Change php-cs-fixer runner
2016-12-12 18:10:58 +01:00
Arkadiusz Kondas
325ee1b5b6
Add new cs fixer cache to gitignore
2016-12-12 18:10:00 +01:00
Arkadiusz Kondas
8aad8afc37
Add null coalesce operator in token count vectoriezer
2016-12-08 00:45:42 +01:00
Arkadiusz Kondas
38a26d185f
Secure index access and type safe comparision in statistic median
2016-12-06 09:03:02 +01:00
Arkadiusz Kondas
6d11116994
Fix default prameters values
2016-12-06 08:55:52 +01:00
Arkadiusz Kondas
9764890ccb
Change floatvar to float casting (up to 6 times faster)
2016-12-06 08:52:33 +01:00
Arkadiusz Kondas
d00b7e5668
Secure uniqid usage
2016-12-06 08:50:18 +01:00
Arkadiusz Kondas
a61704501d
Fix type compatibility for Minkowski distance
2016-12-06 08:48:45 +01:00
Arkadiusz Kondas
c4f0d1e3b0
Make csv reader binary safe
2016-12-06 08:46:55 +01:00
Arkadiusz Kondas
12d0adda62
Increase iterations number in Backpropagation test (sometimes it fails)
2016-11-20 22:56:18 +01:00
Arkadiusz Kondas
cbdc049526
Update php-cs-fixer
2016-11-20 22:53:17 +01:00
Arkadiusz Kondas
bca2196b57
Prevent Division by zero error in classification report
2016-11-20 22:49:26 +01:00
Arkadiusz Kondas
b226a561cb
Merge pull request #25 from seahken/patch-1
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Update array-dataset.md
2016-11-04 09:03:50 +01:00
Ken Seah
8a0a9f09e2
Update array-dataset.md
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Method has already changed name to getTargets() instead of getLabels()
2016-11-04 00:03:49 +11:00
Arkadiusz Kondas
93cbac2753
Merge pull request #24 from itcraftsmanpl/r2
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Fix documentation badge
2016-10-25 20:14:55 +02:00
Arkadiusz Kondas
af2c249241
Update changelog
2016-10-15 20:54:41 +02:00
Arkadiusz Kondas
452626d9c4
Fix documentaion badge
2016-10-15 20:50:16 +02:00
Arkadiusz Kondas
349ea16f01
Rename demo datasets and add Dataset suffix
2016-09-30 14:02:08 +02:00
Arkadiusz Kondas
84af842f04
Fix division by zero in ClassificationReport #21
2016-09-27 20:07:21 +02:00
Arkadiusz Kondas
1ce6bb544b
Run php-cs-fixer
2016-09-21 21:51:19 +02:00
Arkadiusz Kondas
8072ddb2bf
Update phpunit to 5.5
2016-09-21 21:46:16 +02:00
Arkadiusz Kondas
68a86f71b8
Merge pull request #23 from pflorek/feature-add-index-entries
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Add index entries
2016-09-19 21:53:28 +02:00
Patrick Florek
1ff455ebed
Add index entries
2016-09-17 22:06:13 +02:00
Arkadiusz Kondas
3a7ccbc055
Merge pull request #22 from pflorek/feature-set
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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
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### 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
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Association rule learning - Apriori algorithm
2016-09-06 23:15:04 +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
41ac2e33ae
Merge pull request #16 from php-ai/develop
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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
