Polish the algo selection tool #550

91.21% (target 90.00%)

Attention: Patch coverage is 87.50000% with 8 lines in your changes missing coverage. Please review.

Files with missing lines	Patch %	Lines
src/optimagic/optimization/algorithm.py	80.00%	4 Missing ⚠️
src/optimagic/optimizers/pygmo_optimizers.py	33.33%	2 Missing ⚠️
src/optimagic/optimizers/tao_optimizers.py	33.33%	2 Missing ⚠️

Files with missing lines	Coverage Δ
src/estimagic/__init__.py	`96.36% <ø> (-0.31%)`	⬇️
src/optimagic/__init__.py	`100.00% <ø> (ø)`
src/optimagic/algorithms.py	`85.68% <100.00%> (+0.10%)`	⬆️
src/optimagic/visualization/history_plots.py	`90.72% <100.00%> (+0.80%)`	⬆️
src/optimagic/optimizers/pygmo_optimizers.py	`94.48% <33.33%> (-0.49%)`	⬇️
src/optimagic/optimizers/tao_optimizers.py	`74.28% <33.33%> (-1.68%)`	⬇️
src/optimagic/optimization/algorithm.py	`94.79% <80.00%> (-1.77%)`	⬇️