v0.8.2

What's Changed

• add missing jaxopt dependency by @st-- in #445
• Bump to v0.8.2 by @thomaspinder in #448

Full Changelog: v0.8.1...v0.8.2

v0.8.1

What's Changed

• Fix broken docs by @thomaspinder in #424
• Add generic typing information for gps objects by @frazane in #425
• Perhaps finally a decent LBFGS? by @henrymoss in #426
• Fix BO notebook by @Thomas-Christie in #430
• Clean up intro to kernels notebook by @st-- in #432
• Update intro_to_gps.py by @neel-maniar in #433
• Minor typos in mathematical definitions in intro_to_gps.py by @neel-maniar in #434
• Minor typo in analytic expression for Bayesian evidence in intro_to_g… by @neel-maniar in #438
• Fixed mutable default value error in VelocityKernel and HelmholtzKernel dataclasses in python 3.11 by @wejpurvis in #439
• Update dependencies by @Thomas-Christie in #442
• Bump version by @thomaspinder in #443

New Contributors

• @neel-maniar made their first contribution in #433
• @wejpurvis made their first contribution in #439

Full Changelog: v0.8.0...v0.8.1

v0.8.0

Breaking changes

• Dropped data masking, multi-output kernels
• Namespace paths have changed to full-form i.e., gpx.Prior -> gpx.gps.Prior

What's Changed

• Add search space class for BayesOpt by @Thomas-Christie in #355
• Add classes for forming acquisition functions by @Thomas-Christie in #359
• Add classes for handling posteriors during the decision making loop by @Thomas-Christie in #362
• Add logic for running a decision making loop by @Thomas-Christie in #365
• Prepare for future batching by @Thomas-Christie in #385
• Add decision making functionality by @Thomas-Christie in #386
• formatting and spelling by @ivanshalashilin in #387
• Multi output by @ingmarschuster in #360
• Quick fix to remove duplicate file by @henrymoss in #395
• Add governance doc by @thomaspinder in #398
• Fix obs_noise confusion by @henrymoss in #400
• bump cola to v0.0.5 by @daniel-dodd in #405
• Jaxopt 2 by @henrymoss in #402
• fix config import by @henrymoss in #410
• LOOCV objective by @henrymoss in #412
• Fix AnalyticalGuassianIntegrator by @meta-inf in #414
• Fix bug and add test. by @daniel-dodd in #416
• Fix typo in CollapsedELBO by @meta-inf in #417
• Bump version by @thomaspinder in #411
• Cleanup src by @thomaspinder in #419
• Update README.md by @daniel-dodd in #418
• Update typing.py by @daniel-dodd in #423
• Namespace cleanup by @thomaspinder in #408

New Contributors

• @meta-inf made their first contribution in #414

Full Changelog: v0.7.0...v0.8.0

v0.7.3

What's Changed

• Jaxopt 2 by @henrymoss in #402
• fix config import by @henrymoss in #410
• LOOCV objective by @henrymoss in #412
• Fix AnalyticalGuassianIntegrator by @meta-inf in #414
• Fix bug and add test. by @daniel-dodd in #416
• Fix typo in CollapsedELBO by @meta-inf in #417
• Bump version by @thomaspinder in #411

New Contributors

• @meta-inf made their first contribution in #414

Full Changelog: v0.7.2...0.7.3

v0.7.2

What's Changed

• bump cola to v0.0.5 by @daniel-dodd in #405

Full Changelog: v0.7.1...v0.7.2

v0.7.1

What's Changed

• Add search space class for BayesOpt by @Thomas-Christie in #355
• Add classes for forming acquisition functions by @Thomas-Christie in #359
• Add classes for handling posteriors during the decision making loop by @Thomas-Christie in #362
• Add logic for running a decision making loop by @Thomas-Christie in #365
• Prepare for future batching by @Thomas-Christie in #385
• Add decision making functionality by @Thomas-Christie in #386
• formatting and spelling by @ivanshalashilin in #387
• Multi output by @ingmarschuster in #360
• Quick fix to remove duplicate file by @henrymoss in #395
• Add governance doc by @thomaspinder in #398
• Fix obs_noise confusion by @henrymoss in #400

Full Changelog: v0.7.0...v0.7.1

v0.7.0

What's Changed

• Benchmarking by @thomaspinder in #319
• CoLA integration by @daniel-dodd in #370
• Vector Fields Notebook by @ivanshalashilin in #341

New Contributors

• @ivanshalashilin made their first contribution in #341

Full Changelog: v0.6.9...v0.7.0

What's Changed

• Update README.md by @thomaspinder in #250
• Bump linkify-it-py from 2.0.0 to 2.0.2 by @dependabot in #251
• Bump JamesIves/github-pages-deploy-action from 4.1.6 to 4.4.1 by @dependabot in #249
• Bump actions/checkout from 2.3.1 to 3.5.2 by @dependabot in #248
• Bump actions/setup-node from 1 to 3 by @dependabot in #247
• Fix latex rending + minor typos. by @daniel-dodd in #257
• Update gpu guide to point to JAX installation guide. by @daniel-dodd in #258
• Tiny doc improvement by @henrymoss in #264
• Autogen code by @thomaspinder in #265
• Update CI by @thomaspinder in #266
• Add sharp bits doc by @thomaspinder in #267
• Add isotropy test by @thomaspinder in #271
• Update sharp_bits.md by @st-- in #275
• Fix doc build by @thomaspinder in #281
• Bugfix powered_exponential.py by @ingmarschuster in #279
• Static typing fixes by @frazane in #285
• WIP by @henrymoss in #289
• Abstract integrator by @thomaspinder in #283
• Add cite functionality by @thomaspinder in #300
• Add integrator/likelihoods doc by @thomaspinder in #296
• Smoke testing by @thomaspinder in #307
• Docstring tester by @thomaspinder in #317
• changed schedule peak_value to 1e-2 for the svgp notebook so it does not give nans by @stefanosele in #324
• Bugfix in BasisFunctionComputation by @frazane in #326
• Decouple kernel computation class initialisation from kernel by @frazane in #328
• Update contribution documentation by @Thomas-Christie in #329
• Add introductory kernel notebook and change style file path in notebooks by @Thomas-Christie in #331
• Add BO notebook by @Thomas-Christie in #335
• Fixed Polar GP example by @trsav in #339
• Merge in main by @ingmarschuster in #346
• Precision check feature by @trsav in #347
• Fix objectives tests by @Thomas-Christie in #348
• Categorical kernel by @ingmarschuster in #345
• Clarify docs by @thomaspinder in #353
• Support for missing values using masked dataset by @frazane in #340
• Bump jax and jaxlib versions by @Thomas-Christie in #366
• Fix bug in zero mean function and add test by @Thomas-Christie in #358
• Benchmarking by @thomaspinder in #319
• CoLA integration by @daniel-dodd in #370
• Vector Fields Notebook by @ivanshalashilin in #341

New Contributors

• @dependabot made their first contribution in #251
• @stefanosele made their first contribution in #324
• @trsav made their first contribution in #339
• @ivanshalashilin made their first contribution in #341

Full Changelog: v0.6...v0.7.0

v0.6.9

What's Changed

• Clarify docs by @thomaspinder in #353
• Support for missing values using masked dataset by @frazane in #340
• Bump jax and jaxlib versions by @Thomas-Christie in #366
• Fix bug in zero mean function and add test by @Thomas-Christie in #358

Full Changelog: v0.6.8...v0.6.9

v0.6.8

What's Changed

• Decouple kernel computation class initialisation from kernel by @frazane in #328
• Update contribution documentation by @Thomas-Christie in #329
• Add introductory kernel notebook and change style file path in notebooks by @Thomas-Christie in #331
• Add BO notebook by @Thomas-Christie in #335
• Fixed Polar GP example by @trsav in #339
• Merge in main by @ingmarschuster in #346
• Precision check feature by @trsav in #347
• Fix objectives tests by @Thomas-Christie in #348
• Categorical kernel by @ingmarschuster in #345

New Contributors

• @Thomas-Christie made their first contribution in #329
• @trsav made their first contribution in #339

Full Changelog: v0.6.7...v0.6.8

v0.6.7

What's Changed

• Add integrator/likelihoods doc by @thomaspinder in #296
• Smoke testing by @thomaspinder in #307
• Docstring tester by @thomaspinder in #317
• changed schedule peak_value to 1e-2 for the svgp notebook so it does not give nans by @stefanosele in #324
• Bugfix in BasisFunctionComputation by @frazane in #326

New Contributors

• @stefanosele made their first contribution in #324

Full Changelog: v0.6.4...v0.6.7