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A library which generates augmented data through perturbing Pandas DataFrames.

Project description


PyAug is a library developed to augment Pandas DataFrames using statistical distributions. Currently, PyAug supports linear, normal, logistic and Laplace statistical distributions. An interactive web-application has been developed using the PyAug framework and is available at

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You can install, upgrade, uninstall PyAug using these commands:

  1. $ sudo pip install pyaug
  2. $ sudo pip install --upgrade pyaug
  3. $ sudo pip uninstall pyaug

Statistical Distributions

  1. Linear (PyAugLinear)
  2. Normal (PyAugNormal)
  3. Logistic (PyAugLogistic)
  4. Laplace (PyAugLaplace)

Frequently Asked Questions

Work in progress.


Work in progress.

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