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