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
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
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
...
* 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
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
72afeb7040
implements and test multilayer perceptron methods
2016-08-09 13:27:43 +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
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
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
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
f04cc04da5
create StratifiedRandomSplit for cross validation
2016-07-10 14:13:35 +02:00
Arkadiusz Kondas
adc2d1c81b
change hhvm to 3.12
2016-07-07 23:38:11 +02:00
Arkadiusz Kondas
f3288c5946
fix scalar typehint for hhvm
2016-07-07 23:33:06 +02:00
Arkadiusz Kondas
4aa9702943
fix errors on hhvm with float casting
2016-07-07 22:47:36 +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
a2aa27adba
fix problem in SVM with path on windows
2016-07-04 22:22:22 +02:00
Arkadiusz Kondas
9507d58a80
add support for osx
2016-07-01 22:25:57 +02:00
Arkadiusz Kondas
be7693ff2e
remove osx from travis - dont work with php 7.0
2016-06-30 23:27:17 +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
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
374182a6d4
simple pipeline test
2016-06-16 09:58:12 +02:00
Arkadiusz Kondas
cab79e7e36
change interfaces and add Estimator and Pipeline
2016-06-16 09:00:10 +02:00
Arkadiusz Kondas
cc50d2c9b1
implement TfIdf transformation
2016-06-15 16:04:09 +02:00
Arkadiusz Kondas
8a65026642
rename interface Vectorizer to Transformer
2016-06-15 14:09:49 +02:00
