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richarddwang committed Aug 16, 2020
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9 changes: 4 additions & 5 deletions README.md
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# hugdatafast
The elegant integration of huggingface/nlp and fastai2.
The elegant integration of huggingface/nlp and fastai2, and some handy data transformation for huggingface/nlp.

# Install
`pip install hugdatafast`
**Note**: If your fastai2 is editable install, re editable install fastai2 again after install this.
`pip install hugdatafast`

# Furture Plan
- Merge it to fastai2 and huggingface/nlp respectively, after I complete my personal project that this is developed along with. (serveral months later).
- The implemenatation of `ConcatTransform` works but might be too complexed to extend, so I may discuss with huggingface to see how to improve it.
- I will try to merge this library to fastai2 and huggingface/nlp respectively. But to not introduce bugs into the two great libraries and for fast development, I may try it after my personal project which hugdatafast is created for, is completed (few months later I think), to somewhat assure it is mature enough to be merged into two libraries.
- The implemenatation of `ConcatTransform` works but might be too complexed to extend, so I may discuss with huggingface to see how to improve it, if I have time.
- Currently, it is designed to work with the dataset part of huggingface/nlp, I may also integrate metric part of it.
11 changes: 6 additions & 5 deletions docs/source/index.rst
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hugdatafast
=============

This package is to provide a bridge between fastai and huggingface/nlp and
elegantly deal with the data pipeline for NLPers.
This package is to provide a elegant bridge between fastai and huggingface/nlp and some handy data transforms
for NLPers.

Author: Richard Wang

Author: Richard Wang \n
Twitter: `Richard Wang <https://twitter.com/_RichardWang_>`_ (You can follow to get news of the package if there is. Or see my recent research.)

Installation
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pip install hugdatafast

This will install also lastest ``fastai2`` and ``nlp``.
This will install also the lastest ``fastai2`` and ``nlp``.

.. toctree::
:maxdepth: 2
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:caption: API reference
:glob:

autoapi/hugdatafast/load/*
autoapi/hugdatafast/fastai/*
autoapi/hugdatafast/transform/*

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