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numbox

A toolbox of low-level utilities for working with numba.

Documentation is available at numbox.

Tools

  • Any: A lightweight structure that wraps any value into the same type leveraging a variant of the type erasure technique.
  • Bindings: JIT-wrappers of functions imported from dynamically linked libraries.
  • Node: A lightweight JIT-compatible graph node with type-erased dependencies in a uniform dynamically-sized vector (numba List).
  • Proxy: Create a proxy for a decorated function with specified signatures, enabling efficient JIT compilation and caching.
  • Variable: Pure Python framework of a graph calculation. JIT-compiled dispatchers can be invoked by it.
  • Work: JIT-compatible unit of calculation work with dependencies, inner states, and custom calculation.

Installation

pip install numbox

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A toolbox of low-level utilities for work with numba

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