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conda-forge / packages / python-paragraph 1.2.1

A pure Python micro-framework supporting seamless lazy and concurrent evaluation of computation graphs.

Installers

Info: This package contains files in non-standard labels.
  • noarch v1.2.1

conda install

To install this package run one of the following:
conda install conda-forge::python-paragraph
conda install conda-forge/label/cf202003::python-paragraph

Description

In essence, the package allows to write functional code directly in Python: statements merely specify relationships among variables through operations. Evaluation of any variable given the values of other variables is then de facto:

  • lazy: only operations participating in the determination of the requested value are executed,
  • concurrent: operations can be executed by a thread pool of arbitrary size.

In addition, relationships among variables can be traversed in both directions, allowing a form of backpropagation of information through the computation network that would be cumbersome to implement in an imperative manner.


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