Metadata-Version: 2.1
Name: hugdatafast
Version: 0.4.5
Summary: The elegant bridge between hugginface data and fastai
Home-page: https://github.com/richarddwang/hugdatafast
Author: Richard Wang
Author-email: richardyy1188@gmail.com
License: Apache 2.0
Keywords: datasets machine learning datasets metrics fastai huggingface
Platform: UNKNOWN
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Operating System :: OS Independent
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Requires-Python: >=3.6
Description-Content-Type: text/markdown
Requires-Dist: fastai (>=2.0.8)
Requires-Dist: fastscore (>=1.0.1)
Requires-Dist: datasets

# hugdatafast
The elegant integration of huggingface/datasets and fastai, and some handy data transformation for huggingface/datasets.

🎓 **Documentation** : https://hugdatafast.readthedocs.io/en/latest/

# Install
`pip install hugdatafast`

# Furture Plan
- I would like to merge this library to fastai and huggingface/datasets respectively. But I may have no time for it. You're welcome to pr this library to the two libraries.

- The implemenatation of `CombineTransform` works but might be too complexed to extend, hope HuggingFace or someone come up with some great ideas.

- Currently, it is designed to work with the dataset part of huggingface/datasets, I may also integrate the part of metric or not.

# Quick Intro
![hugdatafast_fastai](https://user-images.githubusercontent.com/17963619/92091020-be672f00-ee02-11ea-84c0-d54b4855ff4b.png)


