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Statistical Digital Signal Processing and Modeling

Direct impelementation of statistical digital signal processing algorithms from the book by the same name by Professor Monson H. Hayes.

For the Studious

For the Developer

The Environment

IDE

Testing

Contribution

  • Examples
  • Ready-to-Implement Algorithms
  • New Algorithms

Pour Moi

TODO

  • VS code add-ons
  • Python package/module
  • Release
  • CT/CR
  • use matlab-equivalent psuedo-inverse ("X \ R") operation to match the book

About

Statistical Digital Signal Processing and Modeling

www.wiley.com/en-ca/Statistical+Digital+Signal+Processing+and+Modeling-p-9780471594314

Topics

statistics algorithms dsp numpy linear-algebra statistical-inference statistical adaptive-filtering learning-rate kalman-filter statistical-models power-spectrum power-spectral-density adaptive-filters numpy-arrays signal-processing-algorithms wiener-filter learning-rate-decay

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MIT license
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