[2] Make Hermite function core logic Numba `jit`-able - Githubissues

MothNik / robust_fourier

Noise- and Outlier-Robust Fourier Transform with Hermite Functions with NumPy and Numba

MIT License

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[2] Make Hermite function core logic Numba `jit`-able #3

Closed MothNik closed 4 months ago

MothNik commented 4 months ago

This pull request

🦾 Features/Enhancements

adds Numba-compiled functions for calculating the Hermite functions (with runtime detection of Numba)
implements a common interface to both the NumPy- and the Numba-version that takes care of the input validation
extends the tests to handle all these new functionalities, including error handling
makes the early exit handling of the Hermite functions for n <= 1 slighty more efficient

✍️ Documentation

fixes some bad writing in the README
transitions all the Hermite function examples to their new interface
improves readability of the equations
adds an example for benchmarking/performance between the NumPy- and the Numba-based version of the Hermite functions

Closes #2