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python-paramz 0.9.6
Propagated dependencies: python-decorator@5.0.9 python-numpy@1.24.4 python-scipy@1.12.0 python-six@1.16.0
Channel: guix
Location: gnu/packages/python-science.scm (gnu packages python-science)
Home page: https://github.com/sods/paramz
Licenses: Modified BSD
Synopsis: The Parameterization Framework
Description:

paramz is a lightweight parameterization framework for parameterized model creation and handling. Its features include:

  • 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.

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