This is a first beta release of the S2WAV package. At launch this package supports the majority of the necessary functionality, including:
- Analysis/Synthesis spherical wavelet transform (JAX)
- Analysis/Synthesis spherical wavelet transform (JAX-SSHT / C backend)
- Analysis/Synthesis spherical wavelet transform (PyTorch)
- Analysis/Synthesis spherical wavelet transform (NumPy)
In addition to various specific bespoke functions which are used by collaborators. All functionality is comprehensively unit tested and api documentation up to date.
Tip
Currently our wavelet transform accepts arbitrary filters, so with minimal overhead we can (and are interested in) incorporate general wavelet kernels.