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Author SHA1 Message Date
Ricardo Montañana
c5c94488f6 Update version file to 1.2.4 2022-04-17 18:27:23 +02:00
Ricardo Montañana
d678901930 Add color keyword to arrows of graph 2022-04-05 12:10:12 +02:00
Ricardo Montañana
ab2d96fe94 Add fontcolor keyword to nodes of the tree 2022-04-05 12:00:41 +02:00
Ricardo Montañana
08f8ac018b Add optional title to tree graph 2022-04-04 20:22:47 +02:00
Ricardo Montañana
cf63863e64 Complete graphviz test 
Add comments to some tests
 2022-04-03 18:02:02 +02:00
Ricardo Montañana
d6c99e9e56 Add graphviz representation of the tree 2022-03-30 11:58:16 +02:00
Ricardo Montañana
82838fa3e0 Add audit and devdeps to Makefile 2022-01-11 11:02:09 +01:00
Ricardo Montañana
f0b2ce3c7b Fix github actions lint mistake 2022-01-11 10:44:45 +01:00
Ricardo Montañana
00ed57c015 Add version of the model method 2021-12-17 11:01:09 +01:00
Ricardo Montañana Gómez
08222f109e Update CITATION.cff 2021-11-04 11:06:13 +01:00
Ricardo Montañana
cc931d8547 Fix random seed not used in fs_mutual v1.2.3 2021-11-04 10:04:30 +01:00
Ricardo Montañana
b044a057df Update comments and README.md v1.2.2 2021-11-02 14:04:10 +01:00
Ricardo Montañana
fc48bc8ba4 Update docs and version number 2021-11-02 12:17:46 +01:00
Ricardo Montañana Gómez
8251f07674 Fix Citation (#49) 2021-11-02 10:58:30 +01:00
Ricardo Montañana Gómez
0b15a5af11 Fix space in CITATION.cff 2021-11-02 00:25:21 +01:00
Ricardo Montañana Gómez
28d905368b Create CITATION.cff 2021-11-02 00:20:49 +01:00
Ricardo Montañana
e5d49132ec Update benchmark hyperparams os STree 2021-10-31 12:41:30 +01:00
Ricardo Montañana
8daecc4726 Remove obsolete binder links 2021-10-31 11:51:31 +01:00
Ricardo Montañana Gómez
bf678df159 (#46) Implement true random feature selection (#48) 
* (#46) Implement true random feature selection
 2021-10-29 12:59:03 +02:00
Ricardo Montañana Gómez
36b08b1bcf Implement iwss feature selection (#45) (#47) 2021-10-29 11:49:46 +02:00
Ricardo Montañana
36ff3da26d Update Docs 2021-09-13 18:32:59 +02:00
Ricardo Montañana Gómez
6b281ebcc8 Add DOI to README 2021-09-13 18:23:11 +02:00
Ricardo Montañana Gómez
3aaddd096f Add package version badge in README v1.2.1 2021-08-17 12:00:36 +02:00
Ricardo Montañana Gómez
15a5a4c407 Add python 3.8 badge to README 
Add badge from shields.io
 2021-08-12 11:05:07 +02:00
Ricardo Montañana Gómez
0afe14a447 Mfstomufs #43 (#44) 
* Implement module mfs changed name to mufs

* Update github CI file
 2021-08-02 18:03:59 +02:00
Ricardo Montañana Gómez
fc9b7b5c92 Update version info (#42) 
* Update version info and update docs (#41)
1.2 		2021-07-31 01:45:16 +02:00
Ricardo Montañana Gómez
3f79d2877f Add cfs fcbf #39 (#40) 
* Implement CFS/FCBF in splitter

* Split Splitter class to its own file
Update hyperparams table in docs
Implement CFS/FCBS with max_features and variable type

* Set mfs to continuous variables

* Fix some tests and style issues in Splitter

* Update requirements in github CI
 2021-07-30 20:01:08 +02:00
Ricardo Montañana
ecc2800705 Fix mistakes in README and in docs 2021-07-21 11:24:37 +02:00
Ricardo Montañana
0524d47d64 Complete splitter description in hyperparameters 2021-07-14 18:10:46 +02:00
Ricardo Montañana
d46f544466 Add docs config 
Update setup remove ipympl dependency
Update Project Name
add build to Makefile
1.1 		2021-05-11 19:11:03 +02:00
Ricardo Montañana
79190ef2e1 Add doc-clean and lgtm badge 2021-05-11 09:03:26 +02:00
Ricardo Montañana Gómez
4f04e72670 Implement ovo strategy (#37) 
* Implement ovo strategy
* Set ovo strategy as default
* Add kernel liblinear with LinearSVC classifier
* Fix weak test
 2021-05-10 12:16:53 +02:00
Ricardo Montañana
5cef0f4875 Implement splitter type mutual info 2021-05-01 23:38:34 +02:00
Ricardo Montañana
28c7558f01 Update Readme 
Add max_features > n_features test
Add make doc
 2021-04-27 23:15:21 +02:00
Ricardo Montañana Gómez
e19d10f6a7 Package doc #7 (#34) 
* Add first doc info to sources

* Update doc to separate classes in api

* Refactor build_predictor

* Fix random_sate issue in non linear kernels

* Refactor score method using base class implementation

* Some quality refactoring

* Fix codecov config.

* Add sigmoid kernel

* Refactor setup and add Makefile
 2021-04-26 09:10:01 +02:00
Ricardo Montañana Gómez
02de394c96 Add select KBest features #17 (#35) 2021-04-26 01:48:50 +02:00
Ricardo Montañana Gómez
a4aac9d310 Create codeql-analysis.yml (#25) 2021-04-19 23:34:26 +02:00
Ricardo Montañana Gómez
8a18c998df Implement hyperparam. context based normalization (#32) 1.0 2021-04-18 18:57:39 +02:00
Ricardo Montañana
b55f59a3ec Fix compute number of nodes 2021-04-13 22:31:05 +02:00
Ricardo Montañana
783d105099 Add another nodes, leaves test 2021-04-09 10:56:54 +02:00
Ricardo Montañana
c36f685263 Fix unintended nested if in partition 2021-04-08 08:27:31 +02:00
Ricardo Montañana
0f89b044f1 Refactor train method 2021-04-07 01:02:30 +02:00
Ricardo Montañana Gómez
6ba973dfe1 Add a method that return nodes and leaves (#27) (#30) 
Add a test
Fix #27
 2021-03-23 14:30:32 +01:00
Ricardo Montañana Gómez
460c63a6d0 Fix depth sometimes is wrong (#26) (#29) 
Add a test to the tests set
Add depth to node description
Fix iterator and str test due to this addon
 2021-03-23 14:08:53 +01:00
Ricardo Montañana Gómez
f438124057 Fix mistakes (#24) (#28) 
Put pandas requirements in notebooks
clean requirements.txt
 2021-03-23 13:27:32 +01:00
Ricardo Montañana Gómez
147dad684c Weight0samples error (#23) 
* Add Hyperparameters description to README
Comment get_subspace method
Add environment info for binder (runtime.txt)

* Complete source comments
Change docstring type to numpy
update hyperameters table and explanation

* Fix problem with zero weighted samples
Solve WARNING: class label x specified in weight is not found
with a different approach

* Allow update of scikitlearn to latest version
1.0rc1 		2021-01-19 11:40:46 +01:00
Ricardo Montañana Gómez
3bdac9bd60 Complete source comments (#22) 
* Add Hyperparameters description to README
Comment get_subspace method
Add environment info for binder (runtime.txt)

* Complete source comments
Change docstring type to numpy
update hyperameters table and explanation

* Update Jupyter notebooks
 2021-01-19 10:44:59 +01:00
Ricardo Montañana Gómez
e4ac5075e5 Add main workflow action (#20) 
* Add main workflow action

* lock scikit-learn version to 0.23.2

* exchange codeship badge with githubs
 2021-01-11 13:46:30 +01:00
Ricardo Montañana Gómez
36816074ff Combinatorial explosion (#19) 
* Remove itertools combinations from subspaces

* Generates 5 random subspaces at most
 2021-01-10 13:32:22 +01:00
Ricardo Montañana
475ad7e752 Fix mistakes in function comments 2020-11-11 19:14:36 +01:00