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.
Installation
LightKit is available via pip:
pip install lightkit
If you are using Poetry:
poetry add lightkit
1 maintainer
Metadata
1 maintainer
Release files for lightkit 0.5.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| lightkit-0.5.0.tar.gz | 13.0 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| lightkit-0.5.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 30.2 kB
Release files / lightkit-0.5.0.tar.gz
| Download URL | lightkit-0.5.0.tar.gz |
|---|---|
| Size | 13.0 kB |
| Tags | Source |
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Release files / lightkit-0.5.0-py3-none-any.whl
| Download URL | lightkit-0.5.0-py3-none-any.whl |
|---|---|
| Size | 17.2 kB |
| Tags | Python 3 |
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