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examples/ndarray/black-scholes_hist-dsl.ipynb

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"id": "intro",
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"metadata": {},
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"source": [
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"# Diverse Tools for Acclerating Numerical Computations: Blosc2 DSL and Numba\n",
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"# Diverse Tools for Accelerating Numerical Computations: Blosc2 DSL and Numba\n",
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"\n",
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"This notebook explores the use of the Blosc2 DSL (Domain Specific Language) functionality and Numba, two compiler-based approaches to accelerate numerical calculations. For certain cases, a DSL kernel is all that is necessary; however, one may also use Blosc2+Numba with certain key functions implemented in DSL to accelerate parts of the workflow. We will look at both these cases (pure DSL kernel, mix-and-match DSL kernel and Numba) below.\n",
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"- Example 1: Black-Scholes formula evaluation. In this case, one may do everything with DSL kernels, and we compare performance to that of Numba as a direct competitor.\n",

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