Add support for tensorflow 2.11/tensorflow_probability 0.19

.github/workflows/deploy.yaml

@@ -23,10 +23,10 @@ jobs:
   docs:
     runs-on: ubuntu-20.04
     steps:
-    - uses: actions/checkout@v2
-    - uses: actions/setup-python@v2
+    - uses: actions/checkout@v3
+    - uses: actions/setup-python@v4
       with:
-        python-version: 3.7
+        python-version: 3.8
     - run: |
         pip install --upgrade pip
         make install

.github/workflows/quality-check.yaml

@@ -22,7 +22,7 @@ jobs:
     strategy:
       matrix:
           python-version: ["3.7", "3.8", "3.9", "3.10"]
-          tensorflow: ["~=2.5.0", "~=2.6.0", "~=2.7.0", "~=2.8.0", "~=2.9.0", "~=2.10.0"]
+          tensorflow: ["~=2.5.0", "~=2.6.0", "~=2.7.0", "~=2.8.0", "~=2.9.0", "~=2.10.0", "~=2.11.0"]
           include:
             - tensorflow: "~=2.5.0"
               keras: "~=2.6.0"
@@ -42,6 +42,9 @@ jobs:
             - tensorflow: "~=2.10.0"
               keras: "~=2.10.0"
               tensorflow-probability: "~=0.18.0"
+            - tensorflow: "~=2.11.0"
+              keras: "~=2.11.0"
+              tensorflow-probability: "~=0.19.0"
           exclude:
             # These older versions of TensorFlow don't work with Python 3.10:
             - python-version: "3.10"
@@ -57,11 +60,11 @@ jobs:
       VERSION_KERAS: ${{ matrix.keras }}
       VERSION_TFP: ${{ matrix.tensorflow-probability }}
     steps:
-    - uses: actions/checkout@v2
-    - uses: actions/setup-python@v2
+    - uses: actions/checkout@v3
+    - uses: actions/setup-python@v4
       with:
         python-version: ${{ matrix.python-version }}
-    - uses: actions/cache@v2
+    - uses: actions/cache@v3
       with:
         path: ${{ env.pythonLocation }}
         key: ${{ env.pythonLocation }}-${{ hashFiles('setup.py') }}-${{ hashFiles('notebook_requirements.txt') }}-${{ hashFiles('tests_requirements.txt') }}

.github/workflows/upload-pypi.yaml

@@ -24,10 +24,10 @@ jobs:
   upload-pypi:
     runs-on: ubuntu-20.04
     steps:
-      - uses: actions/checkout@v2
-      - uses: actions/setup-python@v2
+      - uses: actions/checkout@v3
+      - uses: actions/setup-python@v4
         with:
-          python-version: 3.7
+          python-version: 3.8
       - name: Install twine and wheel
         run: |
           pip install twine wheel

gpflux/version.py

@@ -15,4 +15,4 @@
 #
 """Adds __version__"""
 
-__version__ = "0.4.0"
+__version__ = "0.4.1"

setup.py

@@ -9,12 +9,11 @@
     "gpflow>=2.6.3",
     "numpy",
     "scipy",
-    "tensorflow>=2.5.0,<2.11.0; platform_system!='Darwin' or platform_machine!='arm64'",
+    "tensorflow>=2.5.0,<2.12.0; platform_system!='Darwin' or platform_machine!='arm64'",
     # NOTE: Support of Apple Silicon MacOS platforms is in an experimental mode
-    "tensorflow-macos>=2.5.0,<2.11.0; platform_system=='Darwin' and platform_machine=='arm64'",
+    "tensorflow-macos>=2.5.0,<2.12.0; platform_system=='Darwin' and platform_machine=='arm64'",
     # NOTE: once we require tensorflow-probability>=0.12, we can remove our custom deepcopy handling
-    "tensorflow-probability>=0.13.0,<0.19.0",
-    "protobuf~=3.19.0"
+    "tensorflow-probability>=0.13.0,<0.20.0",
 ]
 
 with open("README.md", "r") as file:
@@ -42,9 +41,10 @@
     },
     classifiers=[
         "License :: OSI Approved :: Apache Software License",
-        "Programming Language :: Python :: 3.6",
         "Programming Language :: Python :: 3.7",
         "Programming Language :: Python :: 3.8",
+        "Programming Language :: Python :: 3.9",
+        "Programming Language :: Python :: 3.10",
         "Operating System :: OS Independent",
         "Topic :: Scientific/Engineering :: Artificial Intelligence",
     ],