Dask
Dask - Scalable parallel computing for Python with a friendly API
Dask is a free open-source Python library enabling parallel and distributed computing with familiar NumPy, Pandas, and scikit-learn interfaces.
Official WebsiteCategory
Data, AI & Science
First Release
2015
License
BSD-3-Clause or Apache-2.0 compatible (various components)
Maintained By
Open source community led by Matt Rocklin and colleagues
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Difficulty
Intermediate 2/3
Moderate due to its dual API (high-level Pandas/NumPy-like objects and low-level task graphs) and the need to reason about distributed execution and resource management.