Commit Graph

20 Commits

Author SHA1 Message Date
Yuji Uchiyama
4562f1dfc9 Add a SvmDataset class for SVM-Light (or LibSVM) format files (#237)
* 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
Arkadiusz Kondas
451f84c2e6 Add SelectKBest docs 2018-02-14 20:34:53 +01:00
Arkadiusz Kondas
3ba35918a3
Implement VarianceThreshold - simple baseline approach to feature selection. (#228)
* 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
David Monllaó
4af8449b1c Neural networks improvements (#89)
* 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
David Monllaó
8f122fde90 Persistence class to save and restore models (#37)
* 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
Robert Boloc
aace5ff022 Fix documentation links 2017-01-05 20:37:48 +00:00
Arkadiusz Kondas
3599367ce8 Add docs for neural network 2016-08-14 19:14:56 +02:00
Arkadiusz Kondas
963cfea551 add ClassificationReport docs 2016-07-19 22:17:03 +02:00
Arkadiusz Kondas
7abee3061a docs for files dataset and php-cs-fixer 2016-07-16 23:56:52 +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
76974e10a5 add link to Stratified Random Split in mkdocs 2016-07-11 10:05:02 +02:00
Arkadiusz Kondas
7ab1ae97de update readthedocs menu 2016-05-14 21:50:48 +02:00
Arkadiusz Kondas
365a9baeca update docs 2016-05-07 23:53:42 +02:00
Arkadiusz Kondas
00178cdd45 change docs and readme title 2016-05-03 13:08:09 +02:00
Arkadiusz Kondas
5950af6072 update and refactor documentation 2016-05-02 13:49:19 +02:00
Arkadiusz Kondas
d2e0ce446c update classifier docs 2016-04-16 21:41:37 +02:00
Arkadiusz Kondas
50fbcddfc4 create docs for distance metrics functions 2016-04-13 21:20:55 +02:00
Arkadiusz Kondas
5be2147784 creat docs files 2016-04-09 00:36:48 +02:00