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The Parameterization Framework

Project description

PyPI version Build Status codecov.io Documentation Status

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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