chore: rm axis

app.py

@@ -143,9 +143,6 @@ def plot_distances(
         raise ValueError("Invalid cluster method")
 
     fig = plot_fn(
-        model,
-        dataset,
-        use_average,
         filtered_matrix,
         filtered_languages,
         clusters,
@@ -169,9 +166,6 @@ def plot_families_subfamilies(
 
     clusters, legends = cluster_languages_by_subfamilies(updated_languages)
     fig = plot_mst(
-        model,
-        dataset,
-        use_average,
         updated_matrix,
         updated_languages,
         clusters,

utils.py

@@ -65,9 +65,6 @@ def cluster_languages_by_subfamilies(languages):
 
 
 def plot_mst(
-    model,
-    dataset,
-    use_average,
     matrix,
     languages,
     clusters,
@@ -212,9 +209,6 @@ def cluster_languages_hdbscan(dist_matrix, languages, min_cluster_size=2):
 
 
 def plot_distances_tsne(
-    model,
-    dataset,
-    use_average,
     matrix,
     languages,
     clusters,
@@ -270,18 +264,16 @@ def plot_distances_tsne(
     ]
     ax.legend(handles=legend_handles, title="Clusters", loc="best")
 
-    ax.set_title(
-        f"t-SNE Visualization of Language Distances ({'Average' if use_average else f'{model}, {dataset}'})"
-    )
-    ax.set_xlabel("t-SNE Dimension 1")
-    ax.set_ylabel("t-SNE Dimension 2")
+    # ax.set_title(
+    #     f"t-SNE Visualization of Language Distances ({'Average' if use_average else f'{model}, {dataset}'})"
+    # )
+    # ax.set_xlabel("t-SNE Dimension 1")
+    # ax.set_ylabel("t-SNE Dimension 2")
+    ax.axis("off")
     return fig
 
 
 def plot_distances_umap(
-    model,
-    dataset,
-    use_average,
     matrix,
     languages,
     clusters,
@@ -338,9 +330,10 @@ def plot_distances_umap(
     ]
     ax.legend(handles=legend_handles, title="Clusters", loc="best")
 
-    ax.set_title(
-        f"UMAP Visualization of Language Distances ({'Average' if use_average else f'{model}, {dataset}'})"
-    )
-    ax.set_xlabel("UMAP Dimension 1")
-    ax.set_ylabel("UMAP Dimension 2")
+    # ax.set_title(
+    #     f"UMAP Visualization of Language Distances ({'Average' if use_average else f'{model}, {dataset}'})"
+    # )
+    # ax.set_xlabel("UMAP Dimension 1")
+    # ax.set_ylabel("UMAP Dimension 2")
+    ax.axis("off")
     return fig