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Devito: Symbolic Finite Difference Computation

Devito is a Python package to implement optimized stencil computation (e.g., finite differences, image processing, machine learning) from high-level symbolic problem definitions. Devito builds on SymPy and employs automated code generation and just-in-time compilation to execute optimized computational kernels on several computer platforms, including CPUs, GPUs, and clusters thereof.

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  1. devito devito Public

    DSL and compiler framework for automated finite-differences and stencil computation

    Python 522 218

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