diff --git a/conda/meta.yaml b/conda/meta.yaml
index 05cb8ac4907da72cb3552c50559ca8f12a9824ec..05fdfd74a911872359d566bf13f6fbabb62ce993 100644
--- a/conda/meta.yaml
+++ b/conda/meta.yaml
@@ -41,6 +41,8 @@ requirements:
     - torchvision  {{ torchvision }}
     - tqdm {{ tqdm }}
     - tensorboard {{ tensorboard }}
+    - python-gitlab {{ python-gitlab }}
+    - mlflow {{ mlflow }}
     - lightning {{ lightning }}
     - lightning >=2.2.0
   run:
@@ -62,6 +64,8 @@ requirements:
     - {{ pin_compatible('torchvision') }}
     - {{ pin_compatible('tqdm') }}
     - {{ pin_compatible('tensorboard') }}
+    - {{ pin_compatible('python-gitlab') }}
+    - {{ pin_compatible('mlflow') }}
     - {{ pin_compatible('lightning', max_pin='x.x') }}
     - lightning >=2.2.0
 
diff --git a/pyproject.toml b/pyproject.toml
index 785d3790b07849527158d10ba7a84c105c17eb52..18129c9846d9908374c1543da38b8c1a7fa10c27 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -47,6 +47,8 @@ dependencies = [
   "tensorboard",
   "grad-cam>=1.4.8",
   "versioningit",
+  "python-gitlab",
+  "mlflow",
 ]
 
 [project.urls]
@@ -94,6 +96,8 @@ lightning = ">=2.2.0"
 tensorboard = "*"
 grad-cam = ">=1.4.8"
 versioningit = "*"
+python-gitlab = "*"
+mlflow = "*"
 
 [tool.pixi.feature.self.pypi-dependencies]
 mednet = { path = ".", editable = true }