How can I improve the performance of Vaex for large datasets?

How can I improve the performance of Vaex for large datasets?

To improve Vaex performance, consider using lazy loading, optimizing memory usage, and leveraging multi-threading.

What are some specific techniques for lazy loading in Vaex?

You can use the vaex.open() function to load only the necessary columns and rows, reducing memory overhead.

Are there any best practices for using Vaex with Dask?

Yes, you can use Dask to parallelize computations in Vaex, which helps in handling larger-than-memory datasets efficiently.

Can Vaex handle out-of-core computations?

Absolutely! Vaex is designed for out-of-core computations, allowing you to work with datasets larger than your RAM.