fix: tied was ignored when saving to JSON

eduardz1 · Jul 16, 2024 · 4f2e1d0 · 4f2e1d0
1 parent 3822db6
commit 4f2e1d0
Showing 1 changed file with 8 additions and 2 deletions.
diff --git a/project/classifiers/gaussian_mixture_model.py b/project/classifiers/gaussian_mixture_model.py
@@ -152,7 +152,11 @@ def from_json(data: dict) -> "SingleGMM":
             (
                 np.array(d["w"]),
                 vcol(np.array(d["mu"])),
-                np.array(d["C"]) if gmm._type == "full" else np.diag(np.array(d["C"])),
+                (
+                    np.diag(np.array(d["C"]))
+                    if gmm._type == "diagonal"
+                    else np.array(d["C"])
+                ),
             )
             for d in data["params"]
         ]
@@ -250,7 +254,9 @@ def to_json(self) -> dict:
                     "w": w.tolist(),
                     # Save as row to make the representation more compact
                     "mu": vrow(mu).tolist(),
-                    "C": C.tolist() if self._type == "full" else np.diag(C).tolist(),
+                    "C": (
+                        np.diag(C).tolist() if self._type == "diagonal" else C.tolist()
+                    ),
                 }
                 for w, mu, C in self.params
             ],