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Natrual language processing data Augmentation library

Installers

  • linux-s390x v1.1.11
  • osx-arm64 v1.1.11
  • linux-aarch64 v1.1.11
  • linux-64 v1.1.11
  • osx-64 v1.1.11
  • win-64 v1.1.11

conda install

To install this package run one of the following:
conda install sfe1ed40::nlpaug

Description

This python library helps you with augmenting NLP for your machine learning projects. Augmenter is the basic element of augmentation while Flow is a pipeline to orchestra multi augmenter together. Nlpaug generates synthetic data for improving model performance without manual effort. It is a simple and easy-to-use and lightweight library where you can augment data in 3 lines of code, and features plug and play to any machine leanring and neural network frameworks (e.g. scikit-learn, PyTorch, TensorFlow). Nlpaug supports textual and audio input as well.


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