lightkit


Namelightkit JSON
Version 0.5.0 PyPI version JSON
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home_pagehttps://github.com/borchero/lightkit
SummaryUtilities for PyTorch and PyTorch Lightning.
upload_time2022-12-12 01:02:54
maintainer
docs_urlNone
authorOliver Borchert
requires_python>=3.8,<3.11
licenseMIT
keywords
VCS
bugtrack_url
requirements No requirements were recorded.
Travis-CI No Travis.
coveralls test coverage No coveralls.
            # LightKit

LightKit provides simple utilities for working with PyTorch and PyTorch Lightning. At the moment,
it provides three simple features:

- A data loader for tabular data that is orders of magnitude faster than PyTorch's builtin data
  loader for medium-sized datasets and larger ones.
- A mixin for modules that allows to save not only weights, but also the configuration to the file
  system such that it is easier to retrieve trained models.
- A typed base class for estimators that enables users to easily create estimators with PyTorch and
  PyTorch Lightning which are fully compatible with Scikit-learn.

For more details, consult the [documentation](https://lightkit.borchero.com).

## Installation

LightKit is available via `pip`:

```bash
pip install lightkit
```

If you are using [Poetry](https://python-poetry.org/):

```bash
poetry add lightkit
```

            

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    "description": "# LightKit\n\nLightKit provides simple utilities for working with PyTorch and PyTorch Lightning. At the moment,\nit provides three simple features:\n\n- A data loader for tabular data that is orders of magnitude faster than PyTorch's builtin data\n  loader for medium-sized datasets and larger ones.\n- A mixin for modules that allows to save not only weights, but also the configuration to the file\n  system such that it is easier to retrieve trained models.\n- A typed base class for estimators that enables users to easily create estimators with PyTorch and\n  PyTorch Lightning which are fully compatible with Scikit-learn.\n\nFor more details, consult the [documentation](https://lightkit.borchero.com).\n\n## Installation\n\nLightKit is available via `pip`:\n\n```bash\npip install lightkit\n```\n\nIf you are using [Poetry](https://python-poetry.org/):\n\n```bash\npoetry add lightkit\n```\n",
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