https://github.com/plstcharles/thelper

Training framework & tools for PyTorch-based machine learning projects.
https://github.com/plstcharles/thelper

data-augmentation data-loader deep-learning machine-learning models pytorch training

Last synced: 11 months ago
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Training framework & tools for PyTorch-based machine learning projects.

• Host: GitHub
• URL: https://github.com/plstcharles/thelper
• Owner: plstcharles
• License: other
• Created: 2018-07-27T03:38:51.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2021-01-18T20:02:06.000Z (about 5 years ago)
• Last Synced: 2025-02-14T05:34:32.677Z (12 months ago)
• Topics: data-augmentation, data-loader, deep-learning, machine-learning, models, pytorch, training
• Language: Python
• Homepage:
• Size: 1.89 MB
• Stars: 15
• Watchers: 8
• Forks: 7
• Open Issues: 2
• Metadata Files:
  • Readme: README.rst
  • Changelog: CHANGELOG.rst
  • Contributing: CONTRIBUTING.rst
  • License: LICENSE

Awesome Lists containing this project

README

          
========

Overview

========

.. start-badges

.. list-table::

    :stub-columns: 1

    * - dependencies

      - | |pyver| |requires|

    * - ci-status

      - | |travis| |readthedocs|

    * - releases

      - | |version| |commits-since|

    * - packages

      - | |conda-platforms|

.. |pyver| image:: https://img.shields.io/badge/python-3.6+-blue.svg

    :alt: Requires Python 3.6+

    :target: https://www.python.org/getit

.. |travis| image:: https://travis-ci.org/plstcharles/thelper.svg?branch=master

    :alt: Travis-CI Build Status

    :target: https://travis-ci.org/plstcharles/thelper

.. |commits-since| image:: https://img.shields.io/github/commits-since/plstcharles/thelper/v0.6.2.svg

    :alt: Commits since latest release

    :target: https://github.com/plstcharles/thelper/compare/v0.6.2...master

.. |readthedocs| image:: https://readthedocs.org/projects/thelper/badge/?version=latest

    :alt: Documentation Build Status

    :target: https://thelper.readthedocs.io/en/latest/?badge=latest

.. |version| image:: https://img.shields.io/pypi/v/thelper.svg

    :alt: PyPI Package latest release

    :target: https://pypi.python.org/pypi/thelper

.. |requires| image:: https://requires.io/github/plstcharles/thelper/requirements.svg?branch=master

    :alt: Requirements Status

    :target: https://requires.io/github/plstcharles/thelper/requirements/?branch=master

.. |conda-platforms| image:: https://anaconda.org/plstcharles/thelper/badges/platforms.svg

    :alt: Platform Build Status

    :target: https://anaconda.org/plstcharles/thelper

.. end-badges

This package provides a training framework and CLI for PyTorch-based machine learning projects. This is free

software distributed under the `Apache Software License version 2.0`__ built by researchers and developers

from the Centre de Recherche Informatique de Montréal / Computer Research Institute of Montreal (CRIM).

.. __: 

To get a general idea of what this framework can be used for, visit the `FAQ page

`_. For installation instructions, refer to the

`installation guide `_. For usage instructions,

refer to the `user guide `_. The auto-generated

documentation is available via `readthedocs.io `_.

Notes

-----

Development is still on-going --- the API and internal classes may change in the future.

The project's structure was originally generated by `cookiecutter `_

via `ionelmc's template `_.