nlpstack

📚 NLPSTACK

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, NLPSTACK offers ready-to-use modules for a seamless NLP experience.
• Provides a scikit-learn compatible interface, ensuring familiar and easy usage.
• Allows for seamless integration of models provided by the 🤗 Transformers, enabling the use of powerful pre-trained models in your NLP workflows.
• Adopts a 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:

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.