Estimagic

This release drastically improves the optimizer benchmarking capabilities, especially
with noisy functions and parallel optimizers. It makes tranquilo and numba optional
dependencies and is the first version of estimagic to be compatible with Python
3.11.


- {gh}`464` Makes tranquilo and numba optional dependencies ({ghuser}`janosg`)
- {gh}`461` Updates docstrings for procss_benchmark_results ({ghuser}`segsell`)
- {gh}`460` Fixes several bugs in the processing of benchmark results with noisy
functions ({ghuser}`janosg`)
- {gh}`459` Prepares benchmarking functionality for parallel optimizers
({ghuser}`mpetrosian` and {ghuser}`janosg`)
- {gh}`457` Removes some unused files ({ghuser}`segsell`)
- {gh}`455` Improves a local pre-commit hook ({ghuser}`ChristianZimpelmann`)

- {gh}`379` Improves the estimation table ({ghuser}`ChristianZimpelmann`)
- {gh}`445` fixes line endings in local pre-commit hook ({ghuser}`ChristianZimpelmann`)
- {gh}`443`, {gh}`444`, {gh}`445`, {gh}`446`, {gh}`448` and {gh}`449` are a major
refactoring of tranquilo ({ghuser}`timmens` and {ghuser}`janosg`)
- {gh}`441` Adds an aggregated convergence plot for benchmarks ({ghuser}`mpetrosian`)
- {gh}`435` Completes the cartis-roberts benchmark set ({ghuser}`segsell`)

- {gh}`437` removes fuzzywuzzy as dependency ({ghuser}`aidatak97`)
- {gh}`432` makes logging compatible with sqlalchemy 2.x ({ghuser}`janosg`)
- {gh}`430` refactors the getter functions in Tranquilo ({ghuser}`janosg`)
- {gh}`427` improves pre-commit setup ({ghuser}`timmens` and {ghuser}`hmgaudecker`)
- {gh}`425` improves handling of notebooks in documentation ({ghuser}`baharcos`)
- {gh}`423` and {gh}`399` add code to calculate poisdeness constants ({ghuser}`segsell`)
- {gh}`420` improve CI infrastructure ({ghuser}`hmgaudecker`, {ghuser}`janosg`)
- {gh}`407` adds global optimizers from scipy ({ghuser}`baharcos`)

- {gh}`416` improves documentation and packaging ({ghuser}`janosg`)

- {gh}`412` Improves the output of the fides optimizer among other small changes
({ghuser}`janosg`)
- {gh}`411` Fixes a bug in multistart optimizations with least squares optimizers.
See {gh}`410` for details ({ghuser}`janosg`)
- {gh}`404` speeds up the gqtpar subsolver ({ghuser}`mpetrosian` )
- {gh}`400` refactors subsolvers ({ghuser}`mpetrosian`)
- {gh}`398`, {gh}`397`, {gh}`395`, {gh}`390`, {gh}`389`, {gh}`388` continue with the
implementation of tranquilo ({ghuser}`segsell`, {ghuser}`timmens`,
{ghuser}`mpetrosian`, {ghuser}`janosg`)
- {gh}`391` speeds up the bntr subsolver ({ghuser}`mpetrosian`)

- {gh}`307` Adopts a code of condact and governance model
- {gh}`384` Polish documentation ({ghuser}`janosg` and {ghuser}`mpetrosian`)
- {gh}`374` Moves the documentation to MyST ({ghuser}`baharcos`)
- {gh}`365` Adds copybuttos to documentation ({ghuser}`amageh`)
- {gh}`371` Refactors the pounders algorithm ({ghuser}`segsell`)
- {gh}`369` Fixes CI ({ghuser}`janosg`)
- {gh}`367` Fixes the linux environment ({ghuser}`timmens`)
- {gh}`294` Adds the very first experimental version of tranquilo ({ghuser}`janosg`,
{ghuser}`timmens`, {ghuser}`segsell`, {ghuser}`mpetrosian`)