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:

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

[codecov]

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 ⚠️
jwave/acoustics/time_harmonic.py	87.50%	1 Missing ⚠️

Additional details and impacted files

@@            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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