GPJax v0.17.0

Release v0.17.0

✨ New Features

• add gpx.summarise() model summary tables (#661)

🐛 Bug Fixes

• OILMM PCA data-init + diagonal predict operator (0.17.0)
• correctness fixes — sample_approx, Matern RFF, multi-output LOOCV, ArcCosine (0.17.0)

📝 Other Changes

• perf: diagonal predict returns DiagonalLinearOperator (0.17.0)
• Remove unreachable gpjax/linalg/_compat.py deprecation shim (#684)
• docs: update GraphKernel spectral docstring (#685)
• deps(deps): bump tqdm from 4.67.3 to 4.68.3 (#660)
• deps(deps): bump the jax-ecosystem group across 1 directory with 3 updates (#659)
• ci(deps): bump actions/checkout from 6 to 7 (#658)
• deps(deps): bump chex from 0.1.91 to 0.1.92 (#657)
• ci(deps): bump codecov/codecov-action from 6 to 7 (#653)

📊 Performance & ML Improvements

• See performance regression tests in this release
• Model validation results available in CI artifacts

🔍 What's Changed

• Full diff: v0.15.0...v0.17.0

What's Changed

• feat: add gpx.summarise() model summary tables by @thomaspinder in #661
• ci(deps): bump codecov/codecov-action from 6 to 7 by @dependabot[bot] in #653
• deps(deps): bump chex from 0.1.91 to 0.1.92 by @dependabot[bot] in #657
• ci(deps): bump actions/checkout from 6 to 7 by @dependabot[bot] in #658
• deps(deps): bump the jax-ecosystem group across 1 directory with 3 updates by @dependabot[bot] in #659
• deps(deps): bump tqdm from 4.67.3 to 4.68.3 by @dependabot[bot] in #660
• docs: update GraphKernel spectral docstring by @milekv in #685
• Remove unreachable gpjax/linalg/_compat.py deprecation shim by @businessarshgoyal in #684
• Correctness fixes: sample_approx, Matern RFF, multi-output LOOCV, ArcCosine (#662) by @thomaspinder in #687
• OILMM: PCA data-init + diagonal predict operator (0.17.0) by @thomaspinder in #688
• Perf: diagonal predict returns DiagonalLinearOperator (0.17.0) by @thomaspinder in #689

New Contributors

• @milekv made their first contribution in #685
• @businessarshgoyal made their first contribution in #684

Full Changelog: v0.15.0...v0.17.0