https://github.com/altescy/nlpstack

📚 NLPSTACK: A Python Library for Natural Language Processing
https://github.com/altescy/nlpstack

nlp python pytorch scikit-learn

Last synced: 2 months ago
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📚 NLPSTACK: A Python Library for Natural Language Processing

• Host: GitHub
• URL: https://github.com/altescy/nlpstack
• Owner: altescy
• License: mit
• Created: 2023-05-04T07:24:29.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-07-12T16:56:52.000Z (7 months ago)
• Last Synced: 2024-07-12T17:39:57.040Z (7 months ago)
• Topics: nlp, python, pytorch, scikit-learn
• Language: Python
• Homepage: https://nlpstack.readthedocs.io/
• Size: 3.12 MB
• Stars: 5
• Watchers: 4
• Forks: 0
• Open Issues: 4
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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# 📚 NLPSTACK

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A Python Library for Natural Language Processing

NLPSTACK is a Python library designed to make natural language processing (NLP) tasks more accessible and efficient.

With its key features listed below, NLPSTACK aims to become a go-to resource for developers working in NLP:

- Built on top of [PyTorch](https://pytorch.org/), NLPSTACK offers ready-to-use modules for a seamless NLP experience.

- Provides a [scikit-learn](https://scikit-learn.org/) compatible interface, ensuring familiar and easy usage.

- Allows for seamless integration of models provided by the [🤗 Transformers](https://github.com/huggingface/transformers), enabling the use of powerful pre-trained models in your NLP workflows.

- Adopts a [dependency injection](https://en.wikipedia.org/wiki/Dependency_injection) design pattern, which ensures high extensibility and makes it easy to modify specific processes.

- 🚧 **Currently in the preliminary stages of development**, NLPSTACK plans to offer user-friendly interfaces for a wide range of NLP tasks in the future, including text classification, sequence labeling, language model training..., and more!

## Installation

To install NLPSTACK, simply use the following command with pip:

```bash

pip install nlpstack

```

Please be aware that NLPSTACK is in its early development stages.

As such, be prepared for the possibility of breaking changes as the library is being developed and refined.