This Python library helps you with augmenting nlp for your machine learning projects. Visit this introduction to understand Data Augmentation in NLP. Augmenter is the basic element of augmentation while Flow is a pipeline to orchestra multi augmenters together.

Features

  • Generate synthetic data for improving model performance without manual effort
  • Simple, easy-to-use and lightweight library. Augment data in 3 lines of code
  • Plug and play to any machine leanring/ neural network frameworks (e.g. scikit-learn, PyTorch, TensorFlow)
  • Documentation available
  • Support textual and audio input
  • Examples included

Project Samples

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Categories

Machine Learning

License

MIT License

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Machine Learning Software

Registered

2024-08-02