Fokl

Bug Fixes on to push to PyPI Script

- Bug Fixes on JAX Evaluation method

- Added JAX evaluation for decreased model evaluation time
- This speed increase is more prominent for models with higher complexity (more beta terms) or large number of instances being evaluated
- JAX added as an optional dependency, to pip install JAX version use pip install FoKL["JAX"]

- .toml fixes

- Added pyomo as optional dependency: pip install FoKL[pyomo]
- Updated documentation

- draws of coefficients no longer re-selected with subsequent evaluate calls
- draw selection more efficient, should have significant speed upgrade on high draw spaces or single instance evaluate calls (i.e integration)
- fixed normalization bug where inputs in evaluate were normalized based on themselves and not the trained minmax