Ecosyste.ms: Issues

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GitHub / csinva/imodels issues and pull requests

#211 - ExtraBasicDiscretizer not working with scikit-learn 1.4

Issue - State: open - Opened by jose-matos about 2 months ago

#208 - Is it worth implementing or importing KAN?

Issue - State: closed - Opened by helq 4 months ago - 2 comments

#207 - Importing "HSTreeRegressor" gets ImportError

Issue - State: open - Opened by emacheng 4 months ago - 1 comment

#206 - Dicretizers Throw Errors

Issue - State: open - Opened by mattyshen 4 months ago

#205 - Add support for pandas 2.2.2 by avoiding duplicating columns

Pull Request - State: closed - Opened by Hagai 4 months ago - 1 comment

#204 - model.plot() doesn't work

Issue - State: closed - Opened by jacons 5 months ago - 1 comment

#203 - FIGS with Multiclass Classification

Issue - State: open - Opened by FoRward-999 6 months ago

#201 - Fixed skope rules not working with scikit-learn version 1.2 and up.

Pull Request - State: closed - Opened by gialmisi 7 months ago - 1 comment

#200 - RuleFit parameter `sample_fract` seems to do nothing

Issue - State: open - Opened by Feelx234 8 months ago
Labels: bug

#198 - No function to extract rules from HSTreeClassifierCV

Issue - State: open - Opened by Vikram12301 9 months ago - 1 comment

#197 - Updation in colab notebook

Issue - State: open - Opened by Vikram12301 9 months ago

#196 - Add comment about residuals

Pull Request - State: closed - Opened by yanshuotan 10 months ago

#194 - Trouble with FIGS

Issue - State: open - Opened by LuisaMaria2010 11 months ago

#192 - HSTreeClassifierCV ignore the feature name

Issue - State: closed - Opened by FBoyang 11 months ago - 1 comment

#189 - How to extract rules from FIGSClassifier ?

Issue - State: open - Opened by frankl1 about 1 year ago - 3 comments

#188 - add mdi+ to readme

Pull Request - State: closed - Opened by tiffanymtang about 1 year ago
Labels: documentation

#187 - Follow up #184 - print(estimator)

Pull Request - State: closed - Opened by jckkvs about 1 year ago - 6 comments

#185 - Problem importing functions from module `imodels.importance`

Issue - State: closed - Opened by facusapienza21 about 1 year ago - 2 comments

#184 - Revert "Update hierarchical_shrinkage, fix bugs, change attribute name"

Pull Request - State: closed - Opened by csinva about 1 year ago

#183 - Update hierarchical_shrinkage, fix bugs, change attribute name

Pull Request - State: closed - Opened by jckkvs about 1 year ago - 3 comments

#181 - 'FIGS' object has no attribute 'decision_function'

Issue - State: closed - Opened by davips about 1 year ago - 1 comment

#180 - Temporary fix ZeroDivisionError Fix #179

Pull Request - State: closed - Opened by jckkvs about 1 year ago

#179 - FIGSRegressor failed to calculate importance_data_tree

Issue - State: closed - Opened by jckkvs over 1 year ago

#178 - Implement __init__ of HSTreeRegressor, HSTreeClassifier

Pull Request - State: closed - Opened by jckkvs over 1 year ago

#177 - Fix #176 about BoostedRulesClassifier, BoostedRulesRegressor

Pull Request - State: closed - Opened by jckkvs over 1 year ago - 2 comments

#175 - HSTree LOOCV Speed-up

Issue - State: open - Opened by csinva over 1 year ago

#174 - HS Speed up fitting loop

Pull Request - State: closed - Opened by OmerRonen over 1 year ago

#173 - Inconsistent types for RuleFit._extract_rules()

Issue - State: closed - Opened by marcjulianschwarz over 1 year ago - 1 comment

#172 - MDI+ implementation

Pull Request - State: closed - Opened by tiffanymtang over 1 year ago - 1 comment

#168 - Fix greedy rule list classifier bug raised in #167

Pull Request - State: closed - Opened by mcschmitz over 1 year ago - 1 comment

#167 - Possible bugs in GreedyRuleListClassifier

Issue - State: closed - Opened by mcschmitz over 1 year ago - 3 comments

#166 - Link to Skope Rules in README brings elsewhere

Issue - State: closed - Opened by davidefiocco over 1 year ago

#165 - Fix link to SkopeRulesClassifier in README

Pull Request - State: closed - Opened by davidefiocco over 1 year ago - 1 comment

#164 - Importing imodels changes default matplotlib plot size config

Issue - State: closed - Opened by davidefiocco over 1 year ago - 1 comment

#163 - Understanding the engineered features in Autogluaon.

Issue - State: open - Opened by vinay-k12 over 1 year ago - 6 comments

#162 - 'RuleFitRegressor' object has no attribute 'get_rules'

Issue - State: closed - Opened by vinay-k12 over 1 year ago - 1 comment

#161 - FIGS dtreeviz support broken

Issue - State: closed - Opened by csinva over 1 year ago - 5 comments

#160 - HSTree sample weight as positional argument is incompatible with scikit API

Issue - State: closed - Opened by bbstats over 1 year ago - 3 comments

#159 - Broken links in docs

Issue - State: closed - Opened by boltzmann-brain over 1 year ago - 1 comment

#158 - FIGS Demo Notebook Update

Pull Request - State: closed - Opened by mepland over 1 year ago - 2 comments

#157 - Full sample_weight support for FIGS

Issue - State: open - Opened by mepland over 1 year ago

#156 - Updates to HS

Pull Request - State: closed - Opened by yanshuotan over 1 year ago - 1 comment

#155 - Spelling Corrections

Pull Request - State: closed - Opened by mepland over 1 year ago - 2 comments

#154 - Added Gini Importances

Pull Request - State: closed - Opened by mepland almost 2 years ago - 15 comments

#153 - Add max_tree hyperparameter

Pull Request - State: closed - Opened by mepland almost 2 years ago - 2 comments

#152 - Add max_trees hyperparameter for FIGS?

Issue - State: closed - Opened by mepland almost 2 years ago - 2 comments

#151 - init impl

Pull Request - State: closed - Opened by OmerRonen almost 2 years ago - 1 comment

#150 - FIGS Classifier use sigmoid in predict_proba

Pull Request - State: closed - Opened by mepland almost 2 years ago - 1 comment

#149 - Change FIGS predict_proba to use sigmoid?

Issue - State: closed - Opened by mepland almost 2 years ago

#148 - Added support for regressors to [extract_sklearn_tree_from_figs].

Pull Request - State: closed - Opened by holoubekm almost 2 years ago - 1 comment

#147 - 'BoostedRulesClassifier' object has no attribute 'complexity_'

Issue - State: closed - Opened by yinweisu almost 2 years ago - 6 comments

#146 - BoostedRulesClassifier sometimes throws an exception

Issue - State: closed - Opened by Wan-xiaohui almost 2 years ago - 3 comments

#145 - GreedyRuleListClassifier has wildly varying performance and sometimes crashes

Issue - State: closed - Opened by davidefiocco almost 2 years ago - 4 comments

#144 - Missing import in README

Issue - State: closed - Opened by davidefiocco almost 2 years ago - 1 comment

#143 - Fix model name in readme example

Pull Request - State: closed - Opened by davidefiocco almost 2 years ago

#142 - FIGS Tweaks 3

Pull Request - State: closed - Opened by mepland almost 2 years ago - 1 comment

#140 - Deprecation warning coming from setuptools

Issue - State: closed - Opened by mepland almost 2 years ago - 1 comment

#139 - FIGS Fixes 2

Pull Request - State: closed - Opened by mepland almost 2 years ago

#138 - FIGS Fixes

Pull Request - State: closed - Opened by mepland almost 2 years ago - 4 comments

#136 - Implement Dynamic CDI

Issue - State: open - Opened by OmerRonen almost 2 years ago - 1 comment

#135 - Add support for `dtreeviz` visualizations

Issue - State: open - Opened by mepland about 2 years ago

#134 - Fixed FIGS plotting

Pull Request - State: closed - Opened by mepland about 2 years ago - 8 comments

#132 - FIGS print and plot return different trees

Issue - State: closed - Opened by mepland about 2 years ago - 1 comment

#131 - RuleFitClassifier not working with simple example using iris data

Issue - State: open - Opened by gialmisi about 2 years ago - 4 comments
Labels: duplicate

#130 - 122 hstree multiclass classification support

Pull Request - State: closed - Opened by csinva about 2 years ago - 1 comment

#129 - Unable to replicate results on `diabetes` data from paper

Issue - State: open - Opened by abhishek-ghose about 2 years ago - 6 comments

#126 - Added optional feature_names parameter to print_tree()

Pull Request - State: closed - Opened by mattheweplandKH about 2 years ago - 1 comment

#125 - Parallelize HSTree application to fitted forest models

Issue - State: open - Opened by Innixma about 2 years ago
Labels: enhancement

#124 - efficient cv

Pull Request - State: closed - Opened by OmerRonen about 2 years ago - 6 comments

#123 - Fixed invalid escape sequence DeprecationWarning

Pull Request - State: closed - Opened by mattheweplandKH about 2 years ago - 1 comment

#122 - HSTree Multiclass Classification Support

Issue - State: closed - Opened by Innixma about 2 years ago - 4 comments
Labels: enhancement

#121 - Speeding up HS with LOOCV

Issue - State: closed - Opened by Innixma about 2 years ago - 5 comments
Labels: enhancement

#120 - add multi-class response capabilities for gjMDI ridge and logistic

Pull Request - State: closed - Opened by tiffanymtang over 2 years ago

#119 - how to visualize rules for *Rule*-methods where there is no method ".vizualize()"

Issue - State: open - Opened by avraam-inside over 2 years ago - 3 comments
Labels: enhancement

#117 - Rulefit with categories + multi-column problems

Issue - State: closed - Opened by avraam-inside over 2 years ago - 2 comments
Labels: duplicate, enhancement

#116 - Any 'apply' method like in sklearn so that I can get leave node membership for any data?

Issue - State: open - Opened by asudjianto over 2 years ago - 1 comment
Labels: enhancement

#115 - Rf feat imp

Pull Request - State: closed - Opened by yanshuotan over 2 years ago - 1 comment

#114 - show class counts when printing figs

Pull Request - State: closed - Opened by keyan3 over 2 years ago

#113 - plot function for figs

Pull Request - State: closed - Opened by OmerRonen over 2 years ago - 1 comment

#112 - Figs viz

Pull Request - State: closed - Opened by OmerRonen over 2 years ago - 2 comments

#111 - support RandomForestClassifier in RuleFitClassifier?

Issue - State: closed - Opened by JSONG006 over 2 years ago - 1 comment

#110 - FIGSRegressor is not reconised by sklearn as regressor

Issue - State: closed - Opened by athammad over 2 years ago - 1 comment

#109 - gosdt sim

Pull Request - State: closed - Opened by OmerRonen over 2 years ago - 2 comments