Autotuning-methodology

With the [article published](https://doi.org/10.1016/j.future.2024.05.021) this package receives its first stable release.

**Full Changelog**: https://github.com/AutoTuningAssociation/autotuning_methodology/compare/1.0.0b5...1.0.0

Added interface support for setting `cutoff_type` to `time` and setting the `cutoff_margin` for individual strategies.

**Full Changelog**: https://github.com/AutoTuningAssociation/autotuning_methodology/compare/1.0.0b4...1.0.0b5

This minor update allows the software to be cited with the Citation File Format (CFF).

**Full Changelog**: https://github.com/AutoTuningAssociation/autotuning_methodology/compare/1.0.0b3...1.0.0b4

Finalization before stable release.

**Full Changelog**: https://github.com/AutoTuningAssociation/autotuning_methodology/compare/1.0.0b2...1.0.0b3

This second beta release brings several improvements to the documentation, most importantly:
- "Contributing" section has been added
- "Getting Started" section has been expanded
- Inheritance diagrams are rendered correctly

**Full Changelog**: https://github.com/AutoTuningAssociation/autotuning_methodology/compare/1.0.0b1...1.0.0b2

This pre-release version brings several new features, bug fixes and updates to the documentation in preparation of the first full release.
Most notable changes:
- Support for imported KTT runs
- Histogram plotting
- New statistics functions in searchspace statistics
- Improved smoothing of curves
- Bug fixes for the confidence shades of fictional regions
- A "getting started" section was added to the documentation
- Documentation contains generated inheritence diagrams and has been made more readable

**Full Changelog**: https://github.com/AutoTuningAssociation/autotuning_methodology/compare/0.1.0b1...1.0.0b1