feat: add monitoring dashboard and improve prediction speed

fix(ui): remove unnecessary weather/holiday API calls for heatmap

fix(ui): revert to @st .cache_resource for heatmap caching

feat(ui): load heatmaps in background thread for faster startup

fix: improve heatmap loading performance

feat: add high-res heatmap v3 with Hopsworks storage

Fix: simplify folium markers and remove problematic popup/icon

Fix: simplify st_folium parameters

Fix: move st.set_page_config to be first Streamlit call

Switch to Streamlit with clickable map and heat map overlay

Remove misleading limitation text

Fix: use Folium with preset locations, add sklearn and pin hopsworks

Switch to gr.Map for clickable location selection

Fix Gradio theme parameter and Hopsworks auth

Initial deployment