v0.6.6 release

CHANGELOG.md

@@ -4,6 +4,15 @@ All notable changes to this project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and the versioning is mostly derived from [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+## [v0.6.6] - 2024-10-20
+### Changed
+- added predict_with_uncertainty function by @degenfabian in PR #584
+- handle mono-classification in SHAP by @degenfabian in PR #582
+- improvements to tree building in C++
+### Fixed
+- issue that develop/debug options were not being honored in Windows when 1<n_jobs in joblib
+- fix several bugs in C++ from negative hessians or negative gain values caused by floating point noise
+
 ## [v0.6.5] - 2024-10-23
 ### Changed
 - default EBM parameters changed to improve model performance

python/interpret-core/interpret/_version.py

@@ -2,4 +2,4 @@
 # Distributed under the MIT software license
 
 # NOTE: Version is replaced by a regex script.
-__version__ = "0.6.5"
+__version__ = "0.6.6"

python/interpret-core/setup.py

@@ -12,7 +12,7 @@
 from setuptools.command.sdist import sdist
 
 # NOTE: Version is replaced by a regex script.
-version = "0.6.5"
+version = "0.6.6"
 
 
 def _copy_native_code_to_setup():

python/interpret/setup.py

@@ -5,7 +5,7 @@
 
 name = "interpret"
 # NOTE: Version is replaced by a regex script.
-version = "0.6.5"
+version = "0.6.6"
 long_description = """
 In the beginning machines learned in darkness, and data scientists struggled in the void to explain them.
 

shared/vis/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@interpretml/interpret-inline",
-  "version": "0.6.5",
+  "version": "0.6.6",
   "description": "Interpret inline library for rendering visualizations across all notebook environments.",
   "main": "index.js",
   "keywords": [],