Support Python 3.13

.github/workflows/integration.yml

@@ -10,13 +10,13 @@ jobs:
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
-        python-version: ['3.8', '3.9', '3.10', '3.11','3.12']
+        python-version: ['3.8', '3.9', '3.10', '3.11', '3.12', '3.13']
         os: [ubuntu-latest, windows-latest]
         include:
           - os: macos-latest
             python-version: '3.8'
           - os: macos-latest
-            python-version: '3.12'
+            python-version: '3.13'
     steps:
     - uses: actions/checkout@v4
     - name: Set up Python ${{ matrix.python-version }}
@@ -30,7 +30,7 @@ jobs:
     - name: Run integration tests
       run: invoke integration
 
-    - if: matrix.os == 'ubuntu-latest' && matrix.python-version == 3.12
+    - if: matrix.os == 'ubuntu-latest' && matrix.python-version == 3.13
       name: Upload integration codecov report
       uses: codecov/codecov-action@v4
       with:

.github/workflows/minimum.yml

@@ -11,13 +11,13 @@ jobs:
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
-        python-version: ['3.8', '3.9', '3.10', '3.11','3.12']
+        python-version: ['3.8', '3.9', '3.10', '3.11', '3.12', '3.13']
         os: [ubuntu-latest, windows-latest]
         include:
           - os: macos-13
             python-version: '3.8'
           - os: macos-latest
-            python-version: '3.12'
+            python-version: '3.13'
     steps:
     - uses: actions/checkout@v4
     - name: Set up Python ${{ matrix.python-version }}

.github/workflows/readme.yml

@@ -10,7 +10,7 @@ jobs:
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
-        python-version: ['3.8', '3.9', '3.10', '3.11','3.12']
+        python-version: ['3.8', '3.9', '3.10', '3.11', '3.12', '3.13']
         os: [ubuntu-latest, macos-latest]  # skip windows bc rundoc fails
     steps:
     - uses: actions/checkout@v4

.github/workflows/unit.yml

@@ -10,13 +10,13 @@ jobs:
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
-        python-version: ['3.8', '3.9', '3.10', '3.11','3.12']
+        python-version: ['3.8', '3.9', '3.10', '3.11', '3.12', '3.13']
         os: [ubuntu-latest, windows-latest]
         include:
           - os: macos-latest
             python-version: '3.8'
           - os: macos-latest
-            python-version: '3.12'
+            python-version: '3.13'
     steps:
     - uses: actions/checkout@v4
     - name: Set up Python ${{ matrix.python-version }}
@@ -30,7 +30,7 @@ jobs:
     - name: Run unit tests
       run: invoke unit
 
-    - if: matrix.os == 'ubuntu-latest' && matrix.python-version == 3.12
+    - if: matrix.os == 'ubuntu-latest' && matrix.python-version == 3.13
       name: Upload unit codecov report
       uses: codecov/codecov-action@v4
       with:

ctgan/synthesizers/base.py

@@ -119,7 +119,7 @@ def save(self, path):
     def load(cls, path):
         """Load the model stored in the passed `path`."""
         device = torch.device('cuda:0' if torch.cuda.is_available() else 'cpu')
-        model = torch.load(path)
+        model = torch.load(path, weights_only=False)
         model.set_device(device)
         return model
 

pyproject.toml

@@ -13,26 +13,29 @@ classifiers = [
     'Programming Language :: Python :: 3.10',
     'Programming Language :: Python :: 3.11',
     'Programming Language :: Python :: 3.12',
+    'Programming Language :: Python :: 3.13',
     'Topic :: Scientific/Engineering :: Artificial Intelligence',
 ]
 keywords = ['ctgan', 'CTGAN']
 dynamic = ['version']
 license = { text = 'BSL-1.1' }
-requires-python = '>=3.8,<3.13'
+requires-python = '>=3.8,<3.14'
 readme = 'README.md'
 dependencies = [
     "numpy>=1.21.0;python_version<'3.10'",
     "numpy>=1.23.3;python_version>='3.10' and python_version<'3.12'",
-    "numpy>=1.26.0;python_version>='3.12'",
+    "numpy>=1.26.0;python_version>='3.12' and python_version<'3.13'",
+    "numpy>=2.1.0;python_version>='3.13'",
     "pandas>=1.4.0;python_version<'3.11'",
     "pandas>=1.5.0;python_version>='3.11' and python_version<'3.12'",
-    "pandas>=2.1.1;python_version>='3.12'",
-    "torch>=1.9.0;python_version<'3.10'",
-    "torch>=1.11.0;python_version>='3.10' and python_version<'3.11'",
+    "pandas>=2.1.1;python_version>='3.12' and python_version<'3.13'",
+    "pandas>=2.2.3;python_version>='3.13'",
+    "torch>=1.13.0;python_version<'3.11'",
     "torch>=2.0.0;python_version>='3.11' and python_version<'3.12'",
-    "torch>=2.2.0;python_version>='3.12'",
+    "torch>=2.2.0;python_version>='3.12' and python_version<'3.13'",
+    "torch>=2.6.0;python_version>='3.13'",
     'tqdm>=4.29,<5',
-    'rdt>=1.11.0',
+    'rdt @ git+https://github.com/sdv-dev/RDT@main',
 ]
 
 [project.urls]

tox.ini

@@ -1,5 +1,5 @@
 [tox]
-envlist = py39-lint, py3{8,9,10,11,12}-{unit,integration,readme}
+envlist = py39-lint, py3{8,9,10,11,12,13}-{unit,integration,readme}
 
 [testenv]
 skipsdist = false