diff --git a/CHANGELOG.rst b/CHANGELOG.rst
index a59731d..8d1ff92 100644
--- a/CHANGELOG.rst
+++ b/CHANGELOG.rst
@@ -2,6 +2,28 @@
 Changelog
 =========
 
+8.12.0 (2024-01-18)
+-------------------
+
+Added
+^^^^^
+
+* Supported XGBRanker model (`#649`_)
+* Accepted LTR (Learning to rank) model config when importing model (`#645`_, `#651`_)
+* Added LTR feature logger (`#648`_)
+* Added ``prefix_string`` config option to the import model hub script (`#642`_)
+* Made online retail analysis notebook runnable in Colab (`#641`_)
+* Added new movie dataset to the tests (`#646`_)
+
+
+.. _#641: https://github.com/elastic/eland/pull/641
+.. _#642: https://github.com/elastic/eland/pull/642
+.. _#645: https://github.com/elastic/eland/pull/645
+.. _#646: https://github.com/elastic/eland/pull/646
+.. _#648: https://github.com/elastic/eland/pull/648
+.. _#649: https://github.com/elastic/eland/pull/649
+.. _#651: https://github.com/elastic/eland/pull/651
+
 8.11.1 (2023-11-22)
 -------------------
 Added
diff --git a/eland/_version.py b/eland/_version.py
index f62add0..ef6a44e 100644
--- a/eland/_version.py
+++ b/eland/_version.py
@@ -18,7 +18,7 @@
 __title__ = "eland"
 __description__ = "Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch"
 __url__ = "https://github.com/elastic/eland"
-__version__ = "8.11.1"
+__version__ = "8.12.0"
 __author__ = "Steve Dodson"
 __author_email__ = "steve.dodson@elastic.co"
 __maintainer__ = "Elastic Client Library Maintainers"
diff --git a/requirements-dev.txt b/requirements-dev.txt
index aeeb7d3..9a1308f 100644
--- a/requirements-dev.txt
+++ b/requirements-dev.txt
@@ -10,7 +10,7 @@ tqdm<5
 #
 # Extras
 #
-scikit-learn>=1.3,<2
+scikit-learn>=1.3,<1.4
 xgboost>=0.90,<2
 lightgbm>=2,<4
 
diff --git a/setup.py b/setup.py
index 0d8ab33..4a3334e 100644
--- a/setup.py
+++ b/setup.py
@@ -55,7 +55,7 @@ with open(path.join(here, "README.md"), "r", "utf-8") as f:
 
 extras = {
     "xgboost": ["xgboost>=0.90,<2"],
-    "scikit-learn": ["scikit-learn>=1.3,<2"],
+    "scikit-learn": ["scikit-learn>=1.3,<1.4"],
     "lightgbm": ["lightgbm>=2,<4"],
     "pytorch": [
         "torch>=1.13.1,<2.0",