How can I optimize my Streamlit app for better performance?

How can I optimize my Streamlit app for better performance?

To optimize your Streamlit app, consider reducing the number of expensive computations, using caching, and optimizing data loading.

What caching methods can I use in Streamlit?

You can use @st.cache to cache function outputs, which helps avoid recomputation and speeds up your app.

Are there any best practices for loading data efficiently?

Yes, load only the necessary data, use efficient file formats like Parquet, and consider lazy loading techniques.

How can I monitor the performance of my app?

You can use Streamlit's built-in profiler or integrate third-party monitoring tools to track performance metrics.