Update Project.toml (#2244)

* Update README.md

* Export adtype `AutoTapir` (#2236)

* Export adtype `AutoTapir`

* Update Project.toml

* Fix missing AutoTapir  (#2242)

* Update Essential.jl

* Update Project.toml

* Drop support for ADTypes 0.2 (#2243)

ADTypes 0.2 doesn't support AutoTapir yet.

* Optimization improvements (#2221)

* initial work on interface

* Improving the Optimization.jl interface, work in progress

* More work on Optimization.jl, still in progress

* Add docstrings to Optimisation.jl

* Fix OptimizationOptimJL version constraint

* Clean up optimisation TODO notes

* Relax OptimizationOptimJL version constraints

* Simplify optimization imports

* Remove commented out code

* Small improvements all over in optimisation

* Clean up of Optimisation tests

* Add a test for OptimizationBBO

* Add tests using OptimizationNLopt

* Rename/move the optimisation test files

The files for Optimisaton.jl and OptimInterface.jl were in the wrong
folders: One in `test/optimisation` the other in `test/ext`, but the
wrong way around.

* Relax compat bounds on OptimizationBBO and OptimizationNLopt

* Split a testset to test/optimisation/OptimisationCore.jl

* Import AbstractADType from ADTypes, not SciMLBase

* Fix Optimization.jl depwarning

* Fix seeds in more tests

* Merge OptimizationCore into Optimization

* In optimisation, rename init_value to initial_params

* Optimisation docstring improvements

* Code style adjustments in optimisation

* Qualify references in optimisation

* Simplify creation of ModeResults

* Qualified references in optimization tests

* Enforce line length in optimization

* Simplify optimisation exports

* Enforce line legth in Optim.jl interface

* Refactor away ModeEstimationProblem

* Style and docstring improvements for optimisation

* Add := test to optimisation tests.

* Clarify comment

* Simplify generate_initial_params

* Fix doc references

* Rename testsets

* Refactor check_success

* Make initial_params a kwarg

* Remove unnecessary type constrain on kwarg

* Fix broken reference in tests

* Fix bug in generate_initial_params

* Fix qualified references in optimisation tests

* Add hasstats checks to optimisation tests

* Extend OptimizationOptimJL compat to 0.3

Co-authored-by: Hong Ge <3279477+yebai@users.noreply.github.com>

* Change some `import`s to `using`

Co-authored-by: Tor Erlend Fjelde <tor.erlend95@gmail.com>

* Change <keyword arguments> to kwargs... in docstrings

* Add a two-argument method to OptimLogDensity as callable

---------

Co-authored-by: Tor Erlend Fjelde <tor.erlend95@gmail.com>
Co-authored-by: Hong Ge <3279477+yebai@users.noreply.github.com>

* Update Project.toml

* CompatHelper: bump compat for OptimizationOptimJL to 0.3 for package test, (keep existing compat) (#2246)

Co-authored-by: CompatHelper Julia <compathelper_noreply@julialang.org>

---------

Co-authored-by: Markus Hauru <markus@mhauru.org>
Co-authored-by: Tor Erlend Fjelde <tor.erlend95@gmail.com>
Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: CompatHelper Julia <compathelper_noreply@julialang.org>

Project.toml

@@ -1,6 +1,6 @@
 name = "Turing"
 uuid = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"
-version = "0.32.3"
+version = "0.33"
 
 [deps]
 ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"