36 Commits

Author	SHA1	Message	Date
Ricardo Montañana	4b29a807cc	Update version number and documentation	2022-06-01 12:24:29 +02:00
Ricardo Montañana	b044a057df	Update comments and README.md	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	8daecc4726	Remove obsolete binder links	2021-10-31 11:51:31 +01:00
Ricardo Montañana Gómez	36b08b1bcf	Implement iwss feature selection (#45) (#47)	2021-10-29 11:49:46 +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	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	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	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	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	f438124057	Fix mistakes (#24) (#28) ... Put pandas requirements in notebooks clean requirements.txt	2021-03-23 13:27:32 +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	7e932de072	#3 Add sample_weights to score, update notebooks ... Update readme to use new names of notebooks	2020-06-09 01:46:38 +02:00
Ricardo Montañana	26273e936a	#3 Add degree hyperparam and update notebooks ... Update readme to add new notebooks	2020-06-08 20:16:42 +02:00
Ricardo Montañana	05b462716e	#3 First try, change LinearSVC to SVC ... make a builder start changing tests	2020-06-07 20:26:59 +02:00
Ricardo Montañana	8ba9b1b6a1	Remove travis ci and set codecov percentage	2020-06-06 19:47:00 +02:00
Ricardo Montañana	b9f14aec05	#4 Add code coverage & codacy badge ... Add code coverage configuration in codecov Add some tests	2020-06-06 03:04:18 +02:00
Ricardo Montañana	724a4855fb	Adapt some notebooks	2020-05-30 11:09:59 +02:00
Ricardo Montañana	ed98054f0d	First approach ... Added max_depth, tol, weighted samples	2020-05-29 12:46:10 +02:00
Ricardo Montañana	77f10281c1	Make project python package friendly ... - Add setup.py - Move classes to module files - Move tests folder inside module folder	2020-05-23 23:40:33 +02:00
Ricardo Montañana	e51690ed95	Implement grapher and notebook to test it	2020-05-22 19:42:13 +02:00
Ricardo Montañana	a4595f5815	Update notebooks and readme with cosmetic changes	2020-05-20 18:11:57 +02:00
Ricardo Montañana	9f30627e47	Fix main and small issues in notebook test	2020-05-17 18:06:03 +02:00
Ricardo Montañana	d997bc3460	Add model comparison to notebook test	2020-05-17 16:17:57 +02:00
Ricardo Montañana	ad51d0b36b	Update readme, add travis config	2020-05-17 00:13:29 +02:00
Ricardo Montañana	6a8ef288ce	add _linear_function to Stree ... First try to implement predict_proba with sigmoid based on Platt	2020-05-16 20:34:03 +02:00
Ricardo Montañana	80b5cf8e72	Implement predict & predict_proba optimization ... reduces time in two orders of magnitude in creditcard dataset	2020-05-15 23:35:33 +02:00
Ricardo Montañana	e56b955b92	Implement predict_proba with test. ... Fix tree overload with dataset in nodes only needed in tests	2020-05-14 18:42:17 +02:00
Ricardo Montañana Gómez	2ca25fd656	Initial commit	2020-05-09 23:01:30 +02:00