Amisc

Fix

- fixes 45 typo in call_model
- handle None/nan samples during compression

Fix

- fixes indexing error in system predict when handling exceptions

Fix

- all component outputs returned by system predict

Feat

- adds training data caching and performance improvements

Fix

- makes test the default index set for test set performance
- bug with error indicator model cost

Feat

- clean sample inputs and plot slice api
- overhead tracking and sorted fidelity evaluation
- adds flag for custom weighting functions during training
- adds reconstruction tolerance for svd

Fix

- bug with component serializer dict validation
- more consistent tracking of model costs and allocation
- rank starts at 1 for svd reconstruction tolerance
- serialize system model_extra if builtin
- allow skipping nan in relative error
- fixes bug in load_from_file and allows nd object arrays for compression
- cushion turbojet test tolerance
- integrate field coords and object arrays for changing field shapes

Refactor

- update PEP735 pyproject dependency groups
- rename sweep plots to slice

Fix

- fixes interactive function inspection and cleans dependencies