Visualization:

• Selected plotly versions of matplotlib visualizations

General:

• Added functionality to evaluate the model using boundary values of parameter

Bugfix release for pyABC's visserver.

Visualization:

• Dash-based visualization server (#581)

Fixes (#608)

• Fix petab test suite (different name resolution)
• Fix LocalTransition (pandas -> numpy argument)
• Fix sklearn intersphinx

General:

• Update to Python 3.11, drop Python 3.8 support
• Turn simple files into submodules for cleaner import
• Fix dask sampler (change default pickling and use global function that it can pickle)

Documentation:

• Configure readthedocs build environment
• Refactor API docs (add [+]; easier navigation)
• Correct scipy intersphinx link
• Add docstrings to submodules

Minor fixes:

• Flake8 fixes of dict creation from key+value
• Fix imports from correct submodule in external submodule
• Fix package versions in migration test

Visualization:

• Contour plots as a direct alternative to kernel density heat maps
  and histograms (#597)
• Fix column renaming in visserver

Minor:

• Improve documentation of p-norm (#592)
• Update citation to JOSS
• Temporarily fixate sqlalchemy version
• Update pre-commit hooks (all #596)

• Fix look-ahead implementation in case of biased proposals (#568)

Minor:

• Remove boteh in test env as distributed #7227 got fixed
• Remove obsolete two gaussians test
• Fix Mixin random seed (set it via /dev/urandom)
• Update viserver to bokeh >= 3.0.1 (different import of TabPanel, Tabs)
  (all #589)
• Fix sqlalchemy warning "SAWarning: TypeDecorator BytesStorage()
  will not produce a cache key" (#590)

• Ignore B027 empty method in an abstract base class
• Refactor EPSMixin
• Fix EPSMixin for ConcurrentFutureSampler
• Temporarily add bokeh to test due to dask error

• Add JOSS paper of version 0.12.5
• Update Julia reference DiffEqJump -> JumpProcesses (name change)
• Unfix jinja2
• Update flake8 dependencies after new issues

Minor:

• Document outdated Google Colab version (Python 3.7)