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paramz

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Parameterization Framework for parameterized model creation and handling.

This is a lightweight framework for using parameterized models.

See examples model in paramz.examples.<tab>

Features:

  • Easy model creation with parameters
  • Fast optimized access of parameters for optimization routines
  • Memory efficient storage of parameters (only one copy in memory)
  • Renaming of parameters
  • Intuitive printing of models and parameters
  • Gradient saving directly inside parameters
  • Gradient checking of parameters
  • Optimization of parameters
  • Jupyter notebook integration
  • Efficient storage of models, for reloading
  • Efficient caching included

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Parameterization Framework for parameterized model creation and handling.

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  • Python 100.0%