commit d53818644e
Author: olasaadi <92303887+olasaadi@users.noreply.github.com>
Date: Mon Mar 7 20:12:55 2022 +0200
Build the dt on all features anon (#23)
* add param to build the DT on all features and not just on QI
* one-hot encoding only for categorical features
commit c47819a031
Author: abigailt <abigailt@il.ibm.com>
Date: Wed Feb 23 19:40:11 2022 +0200
Update docs
commit 7e2ce7fe96
Merge: 7fbd1e4752871d
Author: abigailt <abigailt@il.ibm.com>
Date: Wed Feb 23 19:26:44 2022 +0200
Merge remote-tracking branch 'origin/main' into main
commit 7fbd1e4b90
Author: abigailt <abigailt@il.ibm.com>
Date: Wed Feb 23 19:22:54 2022 +0200
Update version and docs
commit 752871dd0c
Author: olasaadi <92303887+olasaadi@users.noreply.github.com>
Date: Wed Feb 23 14:57:12 2022 +0200
add minimization notebook (#22)
* add german credit notebook to showcase new features (minimize only some features and categorical features)
* add notebook to show minimization data on a regression problem
* QI updates
* update code to support training ML on QI features
* fix code so features that are not from QI should not be part of generalizations
and add description
* merging two branches, training on QI and on all data
* adding tests and asserts
* support categorical features
* update the documentation and readme
added a test for the case where cells are supplied as a param.
* add big tests (adult test and iris)
and fixed bugs
* update transform to return numpy if original data is numpy
* added nursery test
* break loop if there is an illegal level
* Stop pruning one step before passing accuracy threshold
* adding asserts and fix DecisionTreeClassifier init
* Fix tests
Co-authored-by: abigailt <abigailt@il.ibm.com>
* Fixes related to corner cases in calculating generalizations
* Fix print
* Fix corner cases in transform as well
* Improve prints + bug fixes in calculation of feature to remove
* Notebook demonstrating ai minimization
