Dask is a popular Python framework for scaling your workloads, whether you want to leverage all of the cores on your laptop and stream large datasets through memory, or scale your workload out to thousands of cores on large compute clusters. Dask allows you to distribute code using familiar APIs such as pandas, NumPy and scikit-learn or write your own distributed code with powerful parallel task-based programming primitives.
