Removed random state from umap

app.py

@@ -23,7 +23,7 @@ def load_data():
 # Function to reduce dimensions and cache the results
 @st.cache_data
 def reduce_dimensions(data, n_components, n_neighbors, min_dist):
-    reducer = umap.UMAP(n_components=n_components, n_neighbors=n_neighbors, min_dist=min_dist, random_state=42)
+    reducer = umap.UMAP(n_components=n_components, n_neighbors=n_neighbors, min_dist=min_dist)
     return reducer.fit_transform(data)
 
 # Function to perform and cache HDBSCAN clustering