diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index c9716c148..42d176ebd 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -17,11 +17,15 @@ jobs:
       fail-fast: false
       matrix:
         os: [ubuntu-latest, macos-latest]
+<<<<<<< HEAD
 <<<<<<< HEAD
         python-version: [ '3.9', '3.10', '3.11', '3.12']
 =======
         python-version: ['3.9', '3.10', '3.11']
 >>>>>>> 78ccf96c ([MAINT] Drop python 3.8 (#663))
+=======
+        python-version: ['3.9', '3.10', '3.11', '3.12']
+>>>>>>> 3c40944b ([MAINT] Support python `3.12` (#667))
     steps:
       - uses: actions/checkout@v4
       - uses: snok/install-poetry@v1
diff --git a/clinicadl/networks/old_network/cnn/random.py b/clinicadl/networks/old_network/cnn/random.py
index 221fee3f5..38f889b0d 100644
--- a/clinicadl/networks/old_network/cnn/random.py
+++ b/clinicadl/networks/old_network/cnn/random.py
@@ -208,7 +208,7 @@ def fc_dict_design(n_fcblocks, convolutions, initial_shape, n_classes=2):
         out_channels = last_conv["out_channels"]
         flattened_shape = np.ceil(np.array(initial_shape) / 2**n_conv)
         flattened_shape[0] = out_channels
-        in_features = np.product(flattened_shape)
+        in_features = np.prod(flattened_shape)
 
         # Sample number of FC layers
         ratio = (in_features / n_classes) ** (1 / n_fcblocks)
diff --git a/poetry.lock b/poetry.lock
index 9f5396efb..185b01819 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -4576,6 +4576,17 @@ files = [
     {file = "tzdata-2024.2.tar.gz", hash = "sha256:7d85cc416e9382e69095b7bdf4afd9e3880418a2413feec7069d533d6b4e31cc"},
 ]
 
+[[package]]
+name = "tzdata"
+version = "2024.2"
+description = "Provider of IANA time zone data"
+optional = false
+python-versions = ">=2"
+files = [
+    {file = "tzdata-2024.2-py2.py3-none-any.whl", hash = "sha256:a48093786cdcde33cad18c2555e8532f34422074448fbc874186f0abd79565cd"},
+    {file = "tzdata-2024.2.tar.gz", hash = "sha256:7d85cc416e9382e69095b7bdf4afd9e3880418a2413feec7069d533d6b4e31cc"},
+]
+
 [[package]]
 name = "urllib3"
 version = "1.26.20"
diff --git a/pyproject.toml b/pyproject.toml
index cc74e792a..71b003ee0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -28,12 +28,17 @@ classifiers = [
 
 [tool.poetry.dependencies]
 <<<<<<< HEAD
+<<<<<<< HEAD
 python = ">=3.9,<3.13"
 torch = "^2.3.0"
 =======
 python = ">=3.9,<3.12"
 torch = "^2.1.0"
 >>>>>>> 78ccf96c ([MAINT] Drop python 3.8 (#663))
+=======
+python = ">=3.9,<3.13"
+torch = "^2.3.0"
+>>>>>>> 3c40944b ([MAINT] Support python `3.12` (#667))
 torchvision = "*"
 tensorboard = "*"
 toml = "*"