Enforce NetworkX 3.4

.github/workflows/ci-tests-drafts.yaml

@@ -22,6 +22,7 @@ jobs:
        python-version: ${{ matrix.python-version }}
     - name: Install dependencies
       run: |
+          python --version
           python -m pip install --upgrade pip
           pip install -e .
           pip install -e .[test]

causal_testing/testing/causal_test_case.py

@@ -47,6 +47,10 @@
         self.estimator = estimator
         if estimate_params is None:
             self.estimate_params = {}
+
+        else:
+            self.estimate_params = estimate_params
+
         self.effect = base_test_case.effect
 
         if effect_modifier_configuration:

pyproject.toml

@@ -18,7 +18,7 @@ dependencies = [
     "fitter~=1.7",
     "lifelines~=0.29.0",
     "lhsmdu~=1.1",
-    "networkx~=3.4",
+    "networkx>=3.4,<3.5",
     "numpy~=1.26",
     "pandas>=2.1",
     "scikit_learn~=1.4",