Marconi-Lab · rogersmukiibi · Jun 10, 2026 · Jun 13, 2026 · Jun 17, 2026 · Jun 17, 2026
diff --git a/.github/workflows/tox.yml b/.github/workflows/tox.yml
@@ -34,7 +34,7 @@ jobs:
           EARTHDATA_USERNAME: ${{ secrets.EARTHDATA_USERNAME }}
           EARTHDATA_PASSWORD: ${{ secrets.EARTHDATA_PASSWORD }}
           CAMS_EMAIL: ${{ secrets.CAMS_EMAIL }}
-        run: tox -e py${{ matrix.python-version }}
+        run: tox -e py312
 
       - name: Upload coverage report
         if: always()

diff --git a/data/models/_nb04_linear/model_kind.txt b/data/models/_nb04_linear/model_kind.txt
@@ -0,0 +1 @@
+linear
diff --git a/data/models/_nb04_linear/params.json b/data/models/_nb04_linear/params.json
@@ -0,0 +1,5 @@
+{
+  "fit_intercept": true,
+  "kind": "linear",
+  "with_scaling": true
+}
diff --git a/data/models/_nb04_linear/state.joblib b/data/models/_nb04_linear/state.joblib
diff --git a/data/models/_nb04_mean_baseline/model_kind.txt b/data/models/_nb04_mean_baseline/model_kind.txt
@@ -0,0 +1 @@
+mean_baseline
diff --git a/data/models/_nb04_mean_baseline/params.json b/data/models/_nb04_mean_baseline/params.json
@@ -0,0 +1,4 @@
+{
+  "kind": "mean_baseline",
+  "statistic": "mean"
+}
diff --git a/data/models/_nb04_mean_baseline/state.joblib b/data/models/_nb04_mean_baseline/state.joblib
diff --git a/data/models/_nb04_random_forest/model_kind.txt b/data/models/_nb04_random_forest/model_kind.txt
@@ -0,0 +1 @@
+random_forest
diff --git a/data/models/_nb04_random_forest/params.json b/data/models/_nb04_random_forest/params.json
@@ -0,0 +1,10 @@
+{
+  "kind": "random_forest",
+  "max_depth": 12,
+  "max_features": "sqrt",
+  "min_samples_leaf": 1,
+  "min_samples_split": 2,
+  "n_estimators": 200,
+  "n_jobs": -1,
+  "random_state": 42
+}
diff --git a/data/models/_nb04_random_forest/state.joblib b/data/models/_nb04_random_forest/state.joblib
diff --git a/notebooks/papers/mukiibi_mikelson_2026/01_recomputation.ipynb b/notebooks/papers/mukiibi_mikelson_2026/01_recomputation.ipynb