dask
K-Dense-AI/claude-scientific-skills
28,042Added Jun 5, 2026
daskdistributed-computingpandasnumpyout-of-coreparallel-processingbig-datapython
Summary
Distributed computing for larger-than-RAM pandas/NumPy workflows. Use when you need to scale existing pandas/NumPy code beyond memory or across clusters. Best for parallel file processing, distributed ML, integration with existing pandas code. For out-of-core analytics on single machine use vaex; for in-memory speed use polars.