Current version objectives

1. Forward simulations with basic RSF + spring-block
2. Maximum-likelihood inversion (Levenberg-Marquardt)
3. Bayesian inversion (SVI)
4. Test suite, CI/CD
5. Documentation pages

Future version objectives

1. Sample $b$ from normal prior (tied to $a-b$), allow $b < 0$
2. More forward models (CNS, inertial spring-block, slip weakening, ...)
3. Other data analysis tools (e.g. visualisation)
4. Extensive example/documentation library
5. GUI (web application)
6. Push to pypi
7. Stick-slip inversion (through FFT)
8. Assign weights to first part of friction evolution

TODO

• Implement forward model
• Unittest forward model
• Create Github actions CI/CD
• Create documentation (GH pages)
• Implement maximum-likelihood solver (Levenberg-Marquardt)
• Unittest max-likelihood solver
• Create example notebook (simple_inversion.ipynb)
• Document max-likelihood inversion
• Implement SVI
• Unittest SVI (if possible?)
• Create example notebook (bayesian_inversion.ipynb)
• Document SVI
• Add placeholder classes for soon-to-be-implemented features
• Add code coverage badge