diff --git a/CHANGELOG.md b/CHANGELOG.md
index 8f5f654..8782346 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -2,6 +2,12 @@
 
 ## HEAD
 
+## 1.5.0 - 2023-07-06
+
+### Features
+
+-   Compatibility with Tensorflow 2.13.0
+
 ## 1.4.0 - 2023-07-03
 
 ### Features
diff --git a/WORKSPACE b/WORKSPACE
index 21904e6..3d55787 100644
--- a/WORKSPACE
+++ b/WORKSPACE
@@ -11,9 +11,9 @@ load("@bazel_tools//tools/build_defs/repo:http.bzl", "http_archive")
 # absl used by tensorflow.
 http_archive(
     name = "org_tensorflow",
-    strip_prefix = "tensorflow-2.12.0",
-    sha256 = "f67d5fdc15c38a50eb95d8788125ed7758e946b6c7313c188fe1d2fc9a9dfa1e",
-    urls = ["https://github.com/tensorflow/tensorflow/archive/v2.12.0.zip"],
+    strip_prefix = "tensorflow-2.13.0",
+    sha256 = "447cdb65c80c86d6c6cf1388684f157612392723eaea832e6392d219098b49de",
+    urls = ["https://github.com/tensorflow/tensorflow/archive/v2.13.0.zip"],
 )
 
 # Inject tensorflow dependencies.
diff --git a/configure/setup.py b/configure/setup.py
index 801ed90..468242f 100644
--- a/configure/setup.py
+++ b/configure/setup.py
@@ -21,7 +21,7 @@
 from setuptools.command.install import install
 from setuptools.dist import Distribution
 
-_VERSION = "1.4.0"
+_VERSION = "1.5.0"
 
 with open("README.md", "r", encoding="utf-8") as fh:
   long_description = fh.read()
@@ -29,7 +29,7 @@
 REQUIRED_PACKAGES = [
     "numpy",
     "pandas",
-    "tensorflow~=2.12.0",
+    "tensorflow~=2.13.0",
     "six",
     "absl_py",
     "wheel",
@@ -100,6 +100,7 @@ def get_tag(self):
         "Programming Language :: Python :: 3.8",
         "Programming Language :: Python :: 3.9",
         "Programming Language :: Python :: 3.10",
+        "Programming Language :: Python :: 3.11",
         "Programming Language :: Python :: 3 :: Only",
         "Topic :: Scientific/Engineering",
         "Topic :: Scientific/Engineering :: Mathematics",
diff --git a/documentation/known_issues.md b/documentation/known_issues.md
index ad7e69c..6d9edec 100644
--- a/documentation/known_issues.md
+++ b/documentation/known_issues.md
@@ -46,6 +46,7 @@ The following table shows the compatibility between
 
 tensorflow_decision_forests | tensorflow
 --------------------------- | ---------------
+1.5.0                       | 2.13.0
 1.3.0 - 1.4.0               | 2.12.0
 1.1.0 - 1.2.0               | 2.11.0
 1.0.0 - 1.0.1               | 2.10.0 - 2.10.1
diff --git a/tensorflow_decision_forests/__init__.py b/tensorflow_decision_forests/__init__.py
index f2fbe48..20c251e 100644
--- a/tensorflow_decision_forests/__init__.py
+++ b/tensorflow_decision_forests/__init__.py
@@ -51,10 +51,10 @@
 
 """
 
-__version__ = "1.4.0"
+__version__ = "1.5.0"
 __author__ = "Mathieu Guillame-Bert"
 
-compatible_tf_versions = ["2.12.0"]
+compatible_tf_versions = ["2.13.0"]
 __git_version__ = "HEAD"  # Modify for release build.
 
 from tensorflow_decision_forests.tensorflow import check_version
diff --git a/tools/start_compile_docker.sh b/tools/start_compile_docker.sh
index 057af3f..77800e8 100755
--- a/tools/start_compile_docker.sh
+++ b/tools/start_compile_docker.sh
@@ -59,7 +59,7 @@
 #  ./tools/build_pip_package.sh ALL_VERSIONS_ALREADY_ASSEMBLED
 #
 # https://hub.docker.com/r/tensorflow/build/tags?page=1
-DOCKER=tensorflow/build:2.12-python3.8
+DOCKER=tensorflow/build:2.13-python3.8
 
 # Current directory
 # Useful if Yggdrasil Decision Forests is available locally in a neighbor
diff --git a/tools/test_bazel.sh b/tools/test_bazel.sh
index a704ef2..be3fa87 100755
--- a/tools/test_bazel.sh
+++ b/tools/test_bazel.sh
@@ -25,15 +25,16 @@
 #              and use "mac-intel-crosscompile" to build for Intel CPUs on an Apple Silicon machine.
 #              Tests will not work when cross-compiling (obviously).
 # FULL_COMPILATION: If 1, compile all parts of TF-DF. This may take a long time.
+# SHORT_COMMIT_SHA: Commit sha of Tensorfow. If empty, will try to retrieve automatically.
 #
 # Usage example
 #
-#   RUN_TESTS=1 PY_VERSION=3.8 TF_VERSION=2.12.0 ./tools/test_bazel.sh
+#   RUN_TESTS=1 PY_VERSION=3.8 TF_VERSION=2.13.0 ./tools/test_bazel.sh
 
 set -vex
 
 # Version of Python
-# Needs to be >=python3.7 (3.8 on MacOS systems)
+# Needs to be >=python3.8
 PYTHON=python${PY_VERSION}
 
 # Install Pip dependencies
@@ -56,9 +57,16 @@ echo -e "pip installed packages: \n"
 pip list
 
 # Get the commit SHA
-short_commit_sha=$(${PYTHON} -c 'import tensorflow as tf; print(tf.__git_version__)' | tail -1 | grep -o "\-g[0-9a-f]*" | cut -c 3-)
+if [ -z "${SHORT_COMMIT_SHA}" ]; then
+  SHORT_COMMIT_SHA=$(${PYTHON} -c 'import tensorflow as tf; print(tf.__git_version__)' | tail -1 | grep -o "\-g[0-9a-f]*" | cut -c 3-)
+  if [ -z "${SHORT_COMMIT_SHA}" ]; then
+    echo "Could not automatically get commit SHA from Tensorflow. Please manually set variable SHORT_COMMIT_SHA to the right value."
+    exit 1
+  fi
+fi
+
 # Grep will close the pipe before curl is finished, which creates an error we ignore.
-commit_sha=$(curl -SsL https://github.com/tensorflow/tensorflow/commit/${short_commit_sha} 2>/dev/null |  grep -m1 -oE $short_commit_sha'[a-f0-9]{10,}')
+commit_sha=$(curl -SsL https://github.com/tensorflow/tensorflow/commit/${SHORT_COMMIT_SHA} 2>/dev/null |  grep -m1 -oE $SHORT_COMMIT_SHA'[a-f0-9]{10,}')
 # Update TF dependency to the chosen version
 sed -i'.bak' -e "s/strip_prefix = \"tensorflow-2\.[0-9]\+\.[0-9]\+\(-rc[0-9]\+\)\?\",/strip_prefix = \"tensorflow-${commit_sha}\",/" WORKSPACE
 sed -i'.bak' -e "s|\"https://github.com/tensorflow/tensorflow/archive/v.\+\.zip\"|\"https://github.com/tensorflow/tensorflow/archive/${commit_sha}.zip\"|" WORKSPACE