diff --git a/.github/workflows/python.yml b/.github/workflows/python.yml
index a6ca7da..9742767 100644
--- a/.github/workflows/python.yml
+++ b/.github/workflows/python.yml
@@ -42,19 +42,12 @@
     timeout-minutes: 30
     strategy:
       matrix:
-        python-version: ['3.7', '3.8', '3.9', '3.10']
-        tf-version: ['1.15.0', '2.6.0', '2.7.0', '2.8.0', '2.9.0']
+        python-version: ['3.8', '3.9', '3.10', '3.11']
+        tf-version: ['2.12.0', '2.13.0', '2.14.0']
         exclude:
+            # Support for Python 3.8 has been removed starting with TF 2.14.
           - python-version: '3.8'
-            tf-version: '1.15.0'
-          - python-version: '3.9'
-            tf-version: '1.15.0'
-          - python-version: '3.10'
-            tf-version: '1.15.0'
-          - python-version: '3.10'
-            tf-version: '2.6.0'
-          - python-version: '3.10'
-            tf-version: '2.7.0'
+            tf-version: '2.14.0'
       fail-fast: false
     steps:
       - uses: actions/checkout@v3
@@ -66,15 +59,10 @@
         run: |
           pip install --upgrade pip setuptools wheel
           pip install -r ./submarine-sdk/pysubmarine/github-actions/test-requirements.txt
-      - name: Install pysubmarine with tf1 and pytorch
-        if: ${{ matrix.tf-version == '1.15.0' }}
-        run: |
-          pip install --no-cache-dir -e ./submarine-sdk/pysubmarine/.[tf,pytorch]
       - name: Install pysubmarine with tf2 and pytorch
-        if: startsWith(matrix.tf-version, '2.')
         run: |
-          sed -i "s/tensorflow>=2.6.0,<2.10.0/tensorflow~=${{ matrix.tf-version }}/" ./submarine-sdk/pysubmarine/setup.py
-          sed -i "s/tensorflow-estimator>=2.6.0,<2.10.0/tensorflow-estimator~=${{ matrix.tf-version }}/" ./submarine-sdk/pysubmarine/setup.py
+          sed -i "s/tensorflow>=2.12.0,<2.15.0/tensorflow~=${{ matrix.tf-version }}/" ./submarine-sdk/pysubmarine/setup.py
+          sed -i "s/tensorflow-estimator>=2.12.0,<2.15.0/tensorflow-estimator~=${{ matrix.tf-version }}/" ./submarine-sdk/pysubmarine/setup.py
           pip install --no-cache-dir -e ./submarine-sdk/pysubmarine/.[tf2,pytorch]
       - name: List installed packages
         run: pip list && pipdeptree
@@ -92,19 +80,11 @@
     timeout-minutes: 60
     strategy:
       matrix:
-        python-version: ['3.7', '3.8', '3.9', '3.10']
-        tf-version: ['1.15.0', '2.6.0', '2.7.0', '2.8.0', '2.9.0']
+        python-version: ['3.8', '3.9', '3.10', '3.11']
+        tf-version: ['2.12.0', '2.13.0', '2.14.0']
         exclude:
           - python-version: '3.8'
-            tf-version: '1.15.0'
-          - python-version: '3.9'
-            tf-version: '1.15.0'
-          - python-version: '3.10'
-            tf-version: '1.15.0'
-          - python-version: '3.10'
-            tf-version: '2.6.0'
-          - python-version: '3.10'
-            tf-version: '2.7.0'
+            tf-version: '2.14.0'
       fail-fast: false
     steps:
       - uses: actions/checkout@v3
@@ -116,18 +96,11 @@
         uses: actions/setup-python@v4
         with:
           python-version: ${{ matrix.python-version }}
-      - name: Install tf1 dependencies
-        if: ${{ matrix.tf-version == '1.15.0' }}
-        run: |
-          pip install --upgrade pip setuptools wheel
-          pip install --no-cache-dir -e ./submarine-sdk/pysubmarine/.[tf,pytorch]
-          pip install -r ./submarine-sdk/pysubmarine/github-actions/test-requirements.txt
       - name: Install tf2 dependencies
-        if: startsWith(matrix.tf-version, '2.')
         run: |
           pip install --upgrade pip setuptools wheel
-          sed -i "s/tensorflow>=2.6.0,<2.10.0/tensorflow~=${{ matrix.tf-version }}/" ./submarine-sdk/pysubmarine/setup.py
-          sed -i "s/tensorflow-estimator>=2.6.0,<2.10.0/tensorflow-estimator~=${{ matrix.tf-version }}/" ./submarine-sdk/pysubmarine/setup.py
+          sed -i "s/tensorflow>=2.12.0,<2.15.0/tensorflow~=${{ matrix.tf-version }}/" ./submarine-sdk/pysubmarine/setup.py
+          sed -i "s/tensorflow-estimator>=2.12.0,<2.15.0/tensorflow-estimator~=${{ matrix.tf-version }}/" ./submarine-sdk/pysubmarine/setup.py
           pip install --no-cache-dir -e ./submarine-sdk/pysubmarine/.[tf2,pytorch]
           pip install -r ./submarine-sdk/pysubmarine/github-actions/test-requirements.txt
           pip cache purge
@@ -209,4 +182,4 @@
             args: >
               -Dsonar.organization=apache
               -Dsonar.projectKey=apache_submarine_python_sdk
-              -Dsonar.python.version=3.7,3.8,3.9,3.10
+              -Dsonar.python.version=3.8,3.9,3.10,3.11
diff --git a/submarine-sdk/pysubmarine/github-actions/test-requirements.txt b/submarine-sdk/pysubmarine/github-actions/test-requirements.txt
index cf767b7..3e04701 100644
--- a/submarine-sdk/pysubmarine/github-actions/test-requirements.txt
+++ b/submarine-sdk/pysubmarine/github-actions/test-requirements.txt
@@ -16,14 +16,14 @@
 certifi>=14.05.14
 freezegun==1.2.2
 moto[s3]==4.0.5
-pandas>=1.2.0,<=1.3.5  # 1.4.x does not support cp37
+pandas>=1.2.0
 pylint==2.15.2
 PyMySQL==1.0.2
 pytest==7.1.3
 pytest-cov==3.0.0
 pytest-localserver==0.7.0
 python_dateutil>=2.5.3
-scikit-learn>=0.24.2,<=1.0.2  # 1.1.x does not support cp37
+scikit-learn>=0.24.2
 setuptools>=21.0.0
 urllib3>=1.15.1
 pipdeptree==2.5.2
diff --git a/submarine-sdk/pysubmarine/setup.py b/submarine-sdk/pysubmarine/setup.py
index 69320be..3fd516a 100644
--- a/submarine-sdk/pysubmarine/setup.py
+++ b/submarine-sdk/pysubmarine/setup.py
@@ -45,35 +45,27 @@
         "pyaml",
     ],
     extras_require={
-        "tf": ["tensorflow==1.15.5", "numpy>=1.16.0,<1.19.0", "protobuf>=3.6.1,<3.20"],
         "tf2": [
-            "tensorflow>=2.6.0,<2.10.0",
+            "tensorflow>=2.12.0,<2.15.0",
             "numpy>=1.14.5",
             "keras>=2.6.0",
-            "protobuf>=3.9.2,<3.20",
-            "tensorflow-addons==0.17.0",
-            "tensorflow-estimator>=2.6.0,<2.10.0",
+            "tensorflow-addons>=0.17.0",
+            "tensorflow-estimator>=2.12.0,<2.15.0",
             "tf_slim==1.1.0",
             # todo(cdmikechen): Based on SUBMARINE-1372, typeguard has recently been upgraded to version 3.0,
             #                   which will restrict some python syntax and types more tightly.
             #                   We are not upgrading this in submarine 0.8.0 for now,
             #                   and will fix version compatibility issues in 0.8.1 or 0.9.0.
             "typeguard<3.0.0",
-            # todo(cdmikechen): SUBMARINE-1389. From scipy 1.11.0
-            #                   (https://github.com/scipy/scipy/releases/tag/v1.11.0),
-            #                   scipy need numpy 1.21.6 or geater in python 3.9.
-            #                   So that we need to restrict scipy < 1.11.0 to support tf2.6.
-            #                   From submarine 0.8.1 or 0.9.0, we may no longer support tensorflow 2.6
-            "scipy<1.11.0",
         ],
         "pytorch": ["torch>=1.5.0", "torchvision>=0.6.0"],
     },
     classifiers=[
         "Intended Audience :: Developers",
-        "Programming Language :: Python :: 3.7",
         "Programming Language :: Python :: 3.8",
         "Programming Language :: Python :: 3.9",
         "Programming Language :: Python :: 3.10",
+        "Programming Language :: Python :: 3.11",
     ],
     entry_points={
         "console_scripts": [