Wavelet Transforms#

Numpy transforms#
Function Name	Description
`synthesis_looped()`	Loopy implementation of mapping from wavelet to pixel space.
`synthesis()`	Vectorised implementation of mapping from wavelet to pixel space.
`analysis_looped()`	Loopy implementation of mapping from pixel to wavelet space.
`analysis()`	Vectorised implementation of mapping from pixel to wavelet space.

JAX transforms#
Function Name	Description
`synthesis()`	JAX implementation of mapping from wavelet to pixel space (Recursive).
`analysis()`	JAX implementation of mapping from pixel to wavelet space (Recursive).
`flm_to_analysis()`	JAX implementation of mapping from harmonic to wavelet coefficients only (Recursive).
`synthesis()`	JAX implementation of mapping from wavelet to pixel space (fully precompute).
`analysis()`	JAX implementation of mapping from pixel to wavelet space (fully precompute).
`flm_to_analysis()`	JAX implementation of mapping from harmonic to wavelet coefficients only (fully precompute).

PyTorch transforms#
Function Name	Description
`synthesis()`	PyTorch implementation of mapping from wavelet to pixel space (fully precompute).
`analysis()`	PyTorch implementation of mapping from pixel to wavelet space (fully precompute).
`flm_to_analysis()`	PyTorch implementation of mapping from harmonic to wavelet coefficients only (fully precompute).

Matrices precomputations#
Function Name	Description
`generate_wigner_precomputes()`	JAX/PyTorch function to generate precompute arrays for underlying Wigner transforms.
`generate_full_precomputes()`	JAX/PyTorch function to generate precompute arrays for fully precompute transforms.