v1.0.0

This is the first major release of Pioran.jl, it is fully working for bending power-law power spectra and custom mean functions. Future versions will need to improve on adding the features to the model and a good sampler for the CARMA process.

Breaking changes

• New default normalisation for the approximated power spectrum using the integrated power from f_min to f_max (instead of the integrated power from 0 to +infinity). This also changes how the function approx is called.
• The post-inference diagnostic functions have been changed as well and now depend on a GP_model function.
• The PSD models are now located in the package Tonari.jl and exported here as well.
• CARMA models changed are now valid and tested.

Additions

• Add some utils for the CARMA process, sampling from good distribution and posterior plots.
• Add narrow features for the modelling.
• Use of CustomMean for custom mean functions.
• Add tools for benchmarking with CI.

What's Changed

• Carma update by @mlefkir in #28
• CompatHelper: bump compat for Turing to 0.36, (keep existing compat) by @github-actions in #31
• CompatHelper: bump compat for CairoMakie to 0.13, (keep existing compat) by @github-actions in #30
• New variance by @mlefkir in #35
• Benchmarks by @mlefkir in #32
• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #36
• Large overhaul of the models by @mlefkir in #38
• Update QPOs branch by @mlefkir in #39
• Add QPOs and sine waves by @mlefkir in #40

New Contributors

• @pre-commit-ci made their first contribution in #36

Full Changelog: v0.1.7...v1.0.0