diff --git a/CHANGELOG.md b/CHANGELOG.md
index dfc8597b0..e1af427a7 100644
--- a/CHANGELOG.md
+++ b/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).
 
+## [v0.6.3] - 2024-08-07
+### Added
+- visualizations for the APRL (Automatic Piecewise Linear Regression) package by @mathias-von-ottenbreit
+### Changed
+- early_stopping_tolerance default changed to 1e-5 to reduce EBMs fitting time slightly
+- shuffle initial feature order within each bag and during greedy boosting
+### Fixed
+- fixed numpy 2.0 issue in the Marginal class
+
 ## [v0.6.2] - 2024-06-22
 ### Added
 - pass optional kwargs to DecisionTreeClassifier in PR #537 by @busFred
diff --git a/python/interpret-core/interpret/_version.py b/python/interpret-core/interpret/_version.py
index 77bb7d0e6..5d003e683 100644
--- a/python/interpret-core/interpret/_version.py
+++ b/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__ = "0.6.2"
+__version__ = "0.6.3"
diff --git a/python/interpret-core/setup.py b/python/interpret-core/setup.py
index 3823f5458..48873f978 100644
--- a/python/interpret-core/setup.py
+++ b/python/interpret-core/setup.py
@@ -11,7 +11,7 @@
 from setuptools.command.sdist import sdist
 
 # NOTE: Version is replaced by a regex script.
-version = "0.6.2"
+version = "0.6.3"
 
 
 def _copy_native_code_to_setup():
diff --git a/python/interpret/setup.py b/python/interpret/setup.py
index 6057d51b3..f09843aa3 100644
--- a/python/interpret/setup.py
+++ b/python/interpret/setup.py
@@ -5,7 +5,7 @@
 
 name = "interpret"
 # NOTE: Version is replaced by a regex script.
-version = "0.6.2"
+version = "0.6.3"
 long_description = """
 In the beginning machines learned in darkness, and data scientists struggled in the void to explain them.
 
diff --git a/shared/vis/package.json b/shared/vis/package.json
index 8fa472884..e7b88fe6e 100644
--- a/shared/vis/package.json
+++ b/shared/vis/package.json
@@ -1,6 +1,6 @@
 {
   "name": "@interpretml/interpret-inline",
-  "version": "0.6.2",
+  "version": "0.6.3",
   "description": "Interpret inline library for rendering visualizations across all notebook environments.",
   "main": "index.js",
   "keywords": [],