v24.9.0

What's Changed

• Add Lychee link checking by @BradyPlanden in #403
• Additions to ruff rules by @BradyPlanden in #386
• Adds Minkowski and SumofPower Cost by @BradyPlanden in #383
• Add a WeightedCost by @NicolaCourtier in #329
• Adds Transformation class by @BradyPlanden in #357
• Additions for #327 - Enable DesignCosts in WeightedCost by @BradyPlanden in #413
• Add get_parameter_info to BaseModel by @NicolaCourtier in #423
• Update default init_soc for DesignProblem by @NicolaCourtier in #422
• Add model.clear and remove setters by @NicolaCourtier in #448
• Fix parameter set logic and allow FittingProblem to take init_ocv rather than init_soc by @NicolaCourtier in #425
• Merge model build and rebuild by @NicolaCourtier in #451
• Add MultiFittingProblem class and example by @NicolaCourtier in #364
• Adds support for IDAKLU w/ output variables by @BradyPlanden in #450
• Fixes benchmarks by @BradyPlanden in #457
• Refactors BaseCost.evaluate/S1 into BaseCost.compute by @BradyPlanden in #455
• Adds EIS prediction methods by @BradyPlanden in #405
• Add functional parameter example by @NicolaCourtier in #442
• Rename quick_plot.py to standard_plots.py by @NicolaCourtier in #469
• Add electrode balancing example by @brosaplanella in #472
• Allow nonlinear constraints #353 by @MarkBlyth in #371
• Updates type hints in ecm_tau_constraints.py by @BradyPlanden in #480
• Adds Monte Carlo Samplers by @BradyPlanden in #340
• Adds cost/likelihood class notebook by @BradyPlanden in #470
• Fixes for PyBaMM v24.9 dependency by @BradyPlanden in #485
• Converts notebook plots to pure Plotly by @BradyPlanden in #411
• Refactor update_capacity by @NicolaCourtier in #465
• Create creating_a_model.ipynb by @f-g-r-i-m-m in #471
• Replace pybop.MAP with pybop.LogPosterior by @BradyPlanden in #483
• Multi-dimensional learning rate (sigma0) for AdamW by @BradyPlanden in #462
• Fix transformations by @NicolaCourtier in #474

New Contributors

• @f-g-r-i-m-m made their first contribution in #471

Full Changelog: https://github.com/pybop-team/PyBOP/blob/develop/CHANGELOG.md