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scikit-hep/awkward ★ 976 139 APPLICATION

Awkward Array is a Python library for manipulating nested, ragged, and mixed-type data structures that do not fit naturally into NumPy's rectangular array model. It is primarily a software library, not a data-research pipeline, though it contains research-oriented studies and benchmarks. The architecture is a Python front-end backed by compiled C++ kernels, with optional integrations for PyArrow, JAX, CuPy, Numba, CUDA, and ROOT. The core data model is built around composable layouts, forms, and types, and operations are dispatched through a high-level function decorator that separates public API from backend-specific implementations.

RATING: 8.7/10 MAINT: active DRIFT: medium
#array-programming #nested-data #scientific-computing #high-energy-physics #python-library #c-plus-plus #pyarrow #gpu-computing #json #numpy #data-analysis #jagged-array #ragged-array #columnar-format #pandas #numba #apache-arrow #cern-root #scikit-hep #python #rdataframe
▸ 5 reusable components found
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