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Quasi-Anharmonic Analysis

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Features

qaa analyzes molecular dynamics (MD) trajectories by using joint diagonalization (JADE) to separate the information. The JADE1 and QAA2 code are based on the original code written in Matlab.

Requirements

  • Python 3.8+
  • click 7.0+
  • numpy 1.20+
  • scipy 1.6+
  • matplotlib 3.3+
  • scikit-learn 0.24+
  • mdtraj 1.9+
  • nptyping 1.4+
  • holoviews 1.14+

Installation

You can install Quasi-Anharmonic Analysis via pip from PyPI:

$ pip install qaa

If you want to visualize the tutorial notebooks, you can install the extra dependencies via pip from PyPI:

$ pip install qaa[jupyter]

Usage

Please see the Command-line Reference for details.

Contributing

Contributions are very welcome. To learn more, see the Contributor Guide.

License

Distributed under the terms of the BSD 3 Clause license, Quasi-Anharmonic Analysis is free and open source software.

Issues

If you encounter any problems, please file an issue along with a detailed description.

Credits

This project was generated from @cjolowicz's Hypermodern Python Cookiecutter template.


  1. Cardoso, J. F.; Souloumiac, A. "Blind Beamforming for Non-Gaussian Signals." IEE Proc F Radar Signal Process 1993, 140 (6), 362.

  2. Ramanathan, A.; Savol, A. J.; Langmead, C. J.; Agarwal, P. K.; Chennubhotla, C. S. "Discovering Conformational Sub-States Relevant to Protein Function." Plos One 2011, 6 (1), e15827.

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Quasi-anharmonic analysis of molecular dynamics simulations

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