Toggle use_medoids parameter in prediction function back to True and update datamapplot dependency to point to alternative version by MNoichl.

app.py

@@ -493,7 +493,7 @@ def predict(request: gr.Request, text_input, sample_size_slider, reduce_sample_c
         
         hover_text=[str(row['title']) for ix, row in stacked_df.iterrows()],
         marker_color_array=stacked_df['color'],
-        use_medoids=False, # Switch back once efficient mediod caclulation comes out!
+        use_medoids=True, # Switch back once efficient mediod caclulation comes out!
         width=1000,
         height=1000,
         point_radius_min_pixels=1,

requirements.txt

@@ -1,4 +1,4 @@
-datamapplot @ git+https://github.com/TutteInstitute/datamapplot.git@cda9fa5
+datamapplot @ git+https://github.com/MNoichl/datamapplot.git@main
 uvicorn
 fastapi
 numpy