semvec/pypi-packages huggingface dataset:
hypertoon 0.1.0
Hypertoon simplifies hyperparameter optimization and experiment tracking by parsing optuna distributions from configuration files and substituting suggested parameters per trial.
License: MIT license
Requires Python: >=3.6
Keywords: hypertoon

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Hypertoon
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.. image:: https://img.shields.io/pypi/v/hypertoon.svg
        :target: https://pypi.python.org/pypi/hypertoon

.. image:: https://img.shields.io/travis/Kinguuusama/hypertoon.svg
        :target: https://travis-ci.com/Kinguuusama/hypertoon

.. image:: https://readthedocs.org/projects/hypertoon/badge/?version=latest
        :target: https://hypertoon.readthedocs.io/en/latest/?version=latest
        :alt: Documentation Status




Hypertoon is an open-source Python interface acting between the configuration composing framework Hydra
and hyperparameter optimization framework Optuna.

Hypertoon simplifies hyperparameter optimization and experiment tracking by parsing optuna distributions
from configuration files and substituting suggested parameters per trial.

It differs from the hydra-optuna-sweeper plugin by giving access to the trial instance,
allowing to use pruning callbacks for machine learning frameworks like tensorflow/keras.


* Free software: MIT license
* Documentation: https://hypertoon.readthedocs.io.


Features
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* Easy optimization of hyperparameters from config files using optuna
* Simple template for experiment tracking
* Access to optuna.Trial instance for pruning callbacks

Credits
-------

This package was created with Cookiecutter_ and the `audreyr/cookiecutter-pypackage`_ project template.

.. _Cookiecutter: https://github.com/audreyr/cookiecutter
.. _`audreyr/cookiecutter-pypackage`: https://github.com/audreyr/cookiecutter-pypackage


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History
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0.1.0 (2022-08-04)
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* First release on PyPI.