Version 0.3

[astanziola]

This new version will mainly add support for equinox and diffrax, together with more advanced checkpointing methods. I will also finally include absorption for the time-domain solver, new neural network layers ready-to-go, and several variations of the Helmholtz solvers

Todo:

• [x] Use eqinox.Module as jit-compatible dataclasses
• [x] Update public api to directly expose frequently used methods
• [ ] #185
• [ ] Expose advanced checkpointing
• [ ] Add Helmholtz solver using the integral formulation
• [ ] Common interface for time-harmonic solvers
• [ ] #191
• [ ] 3D tests
• [ ] Reimplement intercomparison benchmarks with the new solvers
• [ ] Add ready-to-use neural network layers
• [ ] #76
• [ ] #15

[codecov[bot]]

Codecov Report

Attention: 9 lines in your changes are missing coverage. Please review.

Comparison is base (6884aff) 80.34% compared to head (bf43eb1) 80.71%.

Files	Patch %	Lines
jwave/geometry.py	89.18%	8 Missing :warning:
jwave/acoustics/time_harmonic.py	87.50%	1 Missing :warning:

Additional details and impacted files

```diff @@ Coverage Diff @@ ## main #221 +/- ## ========================================== + Coverage 80.34% 80.71% +0.36% ========================================== Files 14 15 +1 Lines 1155 1208 +53 ========================================== + Hits 928 975 +47 - Misses 227 233 +6 ```

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