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access-experiment-generator

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About

The main role of the ACCESS experiment generator is to streamline the creation of one or more experiment configurations from a "control" experiment setup. It reduces manual editing and ensures consistent, repeatable workflows for large ensembles.

Key features

  1. Parameter perturbation / Configuration changes

    • Users provide a set or suite of parameter changes in a YAML input file.
    • The generator applies these changes to relevant configurations.
    • It can generate multiple experiments automatically, making it especially useful for large perturbation ensembles.
  2. Branch-based storage approach

    • The generator checks out a control branch in a git repository.
    • For each perturbation, it creates a new branch containing modified parameters.
    • Changes are then committed on that branch and can be pushed back to the github repository.

Metadata

Release files for experiment-generator 1.0.0

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Source distribution (sdist)

Source distribution for experiment-generator 1.0.0
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experiment_generator-1.0.0.tar.gz 32.6 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for experiment-generator 1.0.0
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experiment_generator-1.0.0-py3-none-any.whl Python 3 none any Details

Total release size: 56.8 kB

Release files / experiment_generator-1.0.0.tar.gz

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Release files / experiment_generator-1.0.0-py3-none-any.whl

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