diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index fa5b65194b..e09520cbcb 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -16,56 +16,38 @@ jobs:
           - 'windows-latest'  # need to be fixed, see: https://github.com/opendilab/treevalue/issues/41
           - 'macos-latest'
         python-version:
-          - '3.7'
           - '3.8'
           - '3.9'
           - '3.10'
           - '3.11'
+          - '3.12'
         numpy-version:
           - '1.18.0'
           - '1.22.0'
           - '1.24.0'
+          - '2.0.2'
         torch-version:
-          - '1.2.0'
-          - '1.6.0'
           - '1.10.0'
           - '1.13.0'
           - '2.0.1'
+          - '2.4.0'
         exclude:
-          - python-version: '3.7'
-            numpy-version: '1.22.0'
-          - python-version: '3.7'
-            numpy-version: '1.24.0'
           - python-version: '3.9'
             numpy-version: '1.18.0'
           - python-version: '3.10'
             numpy-version: '1.18.0'
           - python-version: '3.11'
             numpy-version: '1.18.0'
+          - python-version: '3.12'
+            numpy-version: '1.18.0'
           - python-version: '3.7'
             torch-version: '2.0.1'
-          - python-version: '3.8'
-            torch-version: '1.2.0'
-          - python-version: '3.9'
-            torch-version: '1.2.0'
-          - python-version: '3.9'
-            torch-version: '1.6.0'
-          - python-version: '3.10'
-            torch-version: '1.2.0'
-          - python-version: '3.10'
-            torch-version: '1.6.0'
           - python-version: '3.10'
             torch-version: '1.10.0'
-          - python-version: '3.11'
-            torch-version: '1.2.0'
-          - python-version: '3.11'
-            torch-version: '1.6.0'
           - python-version: '3.11'
             torch-version: '1.10.0'
-          - os: 'windows-latest'
-            torch-version: '1.2.0'
-          - os: 'windows-latest'
-            torch-version: '1.6.0'
+          - python-version: '3.12'
+            torch-version: '1.10.0'
           - os: 'windows-latest'
             python-version: '3.11'
             torch-version: '1.13.0'
@@ -75,6 +57,15 @@ jobs:
           - os: 'ubuntu-latest'
             python-version: '3.11'
             numpy-version: '1.22.0'
+          - os: 'windows-latest'
+            python-version: '3.12'
+            torch-version: '1.13.0'
+          - os: 'macos-latest'
+            python-version: '3.12'
+            torch-version: '1.13.0'
+          - os: 'ubuntu-latest'
+            python-version: '3.12'
+            numpy-version: '1.22.0'
           - os: 'windows-latest'
             python-version: '3.9'
             numpy-version: '1.18.0'
@@ -90,6 +81,17 @@ jobs:
           - os: 'macos-latest'
             python-version: '3.11'
             numpy-version: '1.22.0'
+          - os: 'windows-latest'
+            python-version: '3.12'
+            numpy-version: '1.18.0'
+          - os: 'macos-latest'
+            python-version: '3.12'
+            numpy-version: '1.18.0'
+          - os: 'macos-latest'
+            python-version: '3.12'
+            numpy-version: '1.22.0'
+          - python-version: '3.8'
+            numpy-version: '2.0.2'
 
     steps:
       - name: Get system version for Linux
diff --git a/requirements.txt b/requirements.txt
index 8c54e09adf..18214ee5e3 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,4 +1,4 @@
-treevalue>=1.4.11
-torch>=1.1.0
+treevalue>=1.5.0
+torch>=1.10.0
 hbutils>=0.6.13
 numpy
diff --git a/setup.py b/setup.py
index 3629d63d21..ac269afff4 100644
--- a/setup.py
+++ b/setup.py
@@ -46,7 +46,7 @@ def _load_req(file: str):
     url='https://github.com/opendilab/DI-treetensor',
 
     # environment
-    python_requires=">=3.7",
+    python_requires=">=3.8",
     install_requires=requirements,
     tests_require=group_requirements['test'],
     extras_require=group_requirements,
@@ -56,10 +56,11 @@ def _load_req(file: str):
         'License :: OSI Approved :: Apache Software License',
         'Programming Language :: Python',
         'Programming Language :: Python :: 3',
-        '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',
+        'Programming Language :: Python :: 3.12',
         'Programming Language :: Python :: Implementation :: PyPy'
     ],
 )
diff --git a/treetensor/numpy/__init__.py b/treetensor/numpy/__init__.py
index ddd0dbe373..d3984efc24 100644
--- a/treetensor/numpy/__init__.py
+++ b/treetensor/numpy/__init__.py
@@ -11,6 +11,11 @@
 from .funcs import get_func_from_numpy
 from ..config.meta import __VERSION__
 
+try:
+    from numpy.core._multiarray_umath import _ArrayFunctionDispatcher
+except (ImportError, ModuleNotFoundError):
+    _ArrayFunctionDispatcher = None
+
 __all__ = [
     *_funcs_all,
     *_array_all,
@@ -23,6 +28,13 @@
 )
 _np_all = set(np.__all__)
 
+_l_func_types = [BuiltinFunctionType, FunctionType]
+if _ArrayFunctionDispatcher:
+    _l_func_types.append(_ArrayFunctionDispatcher)
+if getattr(np, 'ufunc'):
+    _l_func_types.append(np.ufunc)
+_func_types = tuple(_l_func_types)
+
 
 class _Module(ModuleType):
     def __init__(self, module):
@@ -40,7 +52,7 @@ def __getattr__(self, name):
             return getattr(self.__origin__, name)
         else:
             item = getattr(np, name)
-            if isinstance(item, (FunctionType, BuiltinFunctionType)) and not name.startswith('_'):
+            if isinstance(item, _func_types) and not name.startswith('_'):
                 return get_func_from_numpy(name)
             elif isinstance(item, _basic_types) and name in _np_all:
                 return item
diff --git a/treetensor/torch/__init__.py b/treetensor/torch/__init__.py
index 65ae740842..64b4d9a084 100644
--- a/treetensor/torch/__init__.py
+++ b/treetensor/torch/__init__.py
@@ -50,8 +50,7 @@ def __getattr__(self, name):
             item = getattr(torch, name)
             if isinstance(item, (FunctionType, BuiltinFunctionType)) and not name.startswith('_'):
                 return get_func_from_torch(name)
-            elif (isinstance(item, torch.dtype)) or \
-                    isinstance(item, _basic_types) and name in _torch_all:
+            elif isinstance(item, torch.dtype) or isinstance(item, _basic_types):
                 return item
             else:
                 raise AttributeError(f'Attribute {repr(name)} not found in {repr(__name__)}.')