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Author SHA1 Message Date
Ricardo Montañana Gómez
bc839a80d6 Remove black from lint in github actions 2024-08-14 09:52:05 +02:00
Ricardo Montañana Gómez
ba15ea2cc0 Remove unneeded file 2024-08-14 09:42:59 +02:00
Ricardo Montañana Gómez
85b56785c8 Change project builder to hatch 
Update actions in Makefile
 2024-08-14 09:41:45 +02:00
Ricardo Montañana Gómez
b627bb7531 Add pyproject.toml install information 
Add __call__ method to support sklearn ensembles requirements for base estimators
Update tests
 2024-08-13 13:28:32 +02:00
Ricardo Montañana Gómez
5f8ca8f3bb Reformat test with new black version v1.3.2 2024-03-05 18:46:19 +01:00
Ricardo Montañana Gómez
fb8b9b344f Update README.md 
update installation instructions
 2024-03-05 18:18:55 +01:00
Ricardo Montañana Gómez
036d1ba2a7 Add separate methods to return nodes/leaves/depth 2023-11-27 10:02:14 +01:00
Ricardo Montañana
4de74973b8 Black format issue 2023-07-12 14:16:08 +02:00
Ricardo Montañana Gómez
28dd04b95a Update benchmark.ipynb 2023-05-13 14:44:49 +02:00
Ricardo Montañana Gómez
542bbce7db ci: ⬆️ Update ci files and badges 2023-01-15 02:18:41 +01:00
Ricardo Montañana Gómez
5b791bc5bf New_version_sklearn (#56) 
* test: 🧪 Update max_iter as int in test_multiclass_dataset

* refactor: 📝 Rename base_estimator to estimator as the former is deprectated in notebook

* refactor: 📌 Convert max_iter to int as needed in sklearn 1.2

* chore: 🔖 Update version info to 1.3.1
v1.3.1 		2023-01-15 01:21:32 +01:00
Ricardo Montañana Gómez
c37f044e3a Update doc and version 1.30 (#55) 
* Add complete classes counts to node and tests

* Implement optimized predict and new predict_proba

* Add predict_proba test

* Add python 3.10 to CI

* Update version number and documentation
v1.3.0 		2022-10-21 13:31:59 +02:00
Ricardo Montañana Gómez
2f6ae648a1 New predict proba (#53) 
* Add complete classes counts to node and tests

* Implement optimized predict and new predict_proba

* Add predict_proba test

* Add python 3.10 to CI
 2022-10-21 12:26:46 +02:00
Ricardo Montañana Gómez
93be8a89a8 Graphviz (#52) 
* Add graphviz representation of the tree

* Complete graphviz test
Add comments to some tests

* Add optional title to tree graph

* Add fontcolor keyword to nodes of the tree

* Add color keyword to arrows of graph

* Update version file to 1.2.4
v1.2.4 		2022-04-17 19:47:58 +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