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A computation graph micro-framework providing seamless lazy and concurrent evaluation.
Project description
A pure Python micro-framework supporting seamless lazy and concurrent evaluation of computation graphs.
Introduction
Paragraph adds the functional programming paradigm to Python in a minimal fashion. One additional class, Variable, and afunction decorator, op, is all it takes to turn regular Python code into a computation graph, i.e. a computer representation of a system ofequations:
The few lines above fully instantiate a computation graph, here in its simplest form with just one equation relating x, y and s via the functionadd. Given values for the input variables x and y, the value of s is resolved as follows:
Key features
The main benefits of using paragraph stem from the following features of pg.session.evaluate:
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AuthorWrite something about yourself. No need to be fancy, just an overview. Archives
January 2023
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