18c36b971f
Mnist Dataset ( #326 )
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* Implement MnistDataset
* Add MNIST dataset documentation
2018-11-07 08:02:56 +01:00
4562f1dfc9
Add a SvmDataset class for SVM-Light (or LibSVM) format files ( #237 )
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* Add data loader for svm format
* Add tests for error cases
* Set proper exception messages
* Add documents
* Add error checking code for invalid column format
* Add missing documents
2018-02-24 11:17:35 +01:00
451f84c2e6
Add SelectKBest docs
2018-02-14 20:34:53 +01:00
3ba35918a3
Implement VarianceThreshold - simple baseline approach to feature selection. ( #228 )
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* Add sum of squares deviations
* Calculate population variance
* Add VarianceThreshold - feature selection transformer
* Add docs about VarianceThreshold
* Add missing code for pipeline usage
2018-02-10 18:07:09 +01:00
4af8449b1c
Neural networks improvements ( #89 )
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* MultilayerPerceptron interface changes
- Signature closer to other algorithms
- New predict method
- Remove desired error
- Move maxIterations to constructor
* MLP tests for multiple hidden layers and multi-class
* Update all MLP-related tests
* coding style fixes
* Backpropagation included in multilayer-perceptron
2017-05-18 00:07:14 +02:00
8f122fde90
Persistence class to save and restore models ( #37 )
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* Models manager with save/restore capabilities
* Refactoring dataset exceptions
* Persistency layer docs
* New tests for serializable estimators
* ModelManager static methods to instance methods
2017-02-02 09:03:09 +01:00
aace5ff022
Fix documentation links
2017-01-05 20:37:48 +00:00
3599367ce8
Add docs for neural network
2016-08-14 19:14:56 +02:00
963cfea551
add ClassificationReport docs
2016-07-19 22:17:03 +02:00
7abee3061a
docs for files dataset and php-cs-fixer
2016-07-16 23:56:52 +02:00
7c0767c15a
create docs for tf-idf transformer
2016-07-12 00:21:34 +02:00
ba8927459c
add docs for ConfusionMatrix
2016-07-12 00:11:18 +02:00
bb35d045ba
add docs for Pipeline
2016-07-12 00:00:17 +02:00
76974e10a5
add link to Stratified Random Split in mkdocs
2016-07-11 10:05:02 +02:00
7ab1ae97de
update readthedocs menu
2016-05-14 21:50:48 +02:00
365a9baeca
update docs
2016-05-07 23:53:42 +02:00
00178cdd45
change docs and readme title
2016-05-03 13:08:09 +02:00
5950af6072
update and refactor documentation
2016-05-02 13:49:19 +02:00
d2e0ce446c
update classifier docs
2016-04-16 21:41:37 +02:00
50fbcddfc4
create docs for distance metrics functions
2016-04-13 21:20:55 +02:00
5be2147784
creat docs files
2016-04-09 00:36:48 +02:00
Arkadiusz Kondas
Yuji Uchiyama
David Monllaó
Robert Boloc