v0.6.9

Author: paulbkoch

CHANGELOG.md

@@ -4,6 +4,18 @@ 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).
 
+## [v0.6.9] - 2025-01-06
+### Added
+- refitting of the intercept term after fitting the rest of the model to improve the intercept value
+- new options for handling missing values: "low", "high", "separate", and "gain"
+- use Fischer (1958) for handling categorical values. This is the same method employed by LightGBM.
+- added new parameters to control overfitting of nominal categoricals: gain\_scale, min\_cat\_samples, cat\_smooth
+### Changed
+- enable AVX-512 by default
+- modified default EBM parameters: outer\_bags=16, n\_jobs=-1
+### Fixed
+- fixed memory leak in the purification function
+
 ## [v0.6.8] - 2024-12-09
 ### Fixed
 - resolved new scikit-learn requirement for having \_\_sklearn\_tags\_\_

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__ = "0.6.8"
+__version__ = "0.6.9"

python/interpret-core/setup.py

@@ -12,7 +12,7 @@
 from setuptools.command.sdist import sdist
 
 # NOTE: Version is replaced by a regex script.
-version = "0.6.8"
+version = "0.6.9"
 
 
 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 = "0.6.8"
+version = "0.6.9"
 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": "0.6.8",
+  "version": "0.6.9",
   "description": "Interpret inline library for rendering visualizations across all notebook environments.",
   "main": "index.js",
   "keywords": [],