The following notebook will demonstrate how to implement a parameter optimiztion using ZnTrack, PyEnzyme and DVC. These libraries/concepts faciliate a convenient way to set up workflows using Directed Acyclic Graphs that represent steps in the Machine Learning life cycle.
The following steps will be implemented using an OOP-based approach:
- Model assignment
- Parameter estimation
- Fit statistics