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A text classification toolkit

License: MIT License

Python 75.67% Shell 0.14% C++ 20.68% Cython 3.51%
neural-networks pytorch scikit-learn text-classification

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bunruija's Issues

PRADO is slow

The current implementation of PRADO is slow mainly because of a string projection.
I'll implement a C++ version of the string projection

typo in README: reproduice

Reproduice looks like a typo of reproduce.

- **Easy to reproduice the training of a model**: because all hyperparameters of a model are stored in a yaml file, it is easy to reproduice the model.

To be:

- **Easy to reproduce the training of a model**: because all hyperparameters of a model are stored in a yaml file, it is easy to reproduce the model.

Add PRADO

The current implementation of neural network-based classifiers requires large amount of memory.
Thus, I'll implement the following algorithm, which is memory efficient and achieves near state-of-the-art performance on document classification tasks:

PRADO: Projection Attention Networks for Document Classification On-Device

https://www.aclweb.org/anthology/D19-1506/

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