Auto-surprise

What's Changed
* fix: numpy.random.RandomState is no longer an accepted random state b… by thededlier in https://github.com/ISG-Siegen/Auto-Surprise/pull/50
* update setup configs by thededlier in https://github.com/ISG-Siegen/Auto-Surprise/pull/51
* Update build configs by thededlier in https://github.com/ISG-Siegen/Auto-Surprise/pull/52


**Full Changelog**: https://github.com/ISG-Siegen/Auto-Surprise/compare/v0.1.8...v0.1.9

tl;dr Updated dependencies and cleaned up required libraries

What's Changed
* Bump urllib3 from 1.25.9 to 1.26.5 by dependabot in https://github.com/BeelGroup/Auto-Surprise/pull/41
* Bump babel from 2.8.0 to 2.9.1 by dependabot in https://github.com/BeelGroup/Auto-Surprise/pull/42
* Create workflow for tests by thededlier in https://github.com/BeelGroup/Auto-Surprise/pull/44
* Cleanup requirements and create v2 config for docs by thededlier in https://github.com/BeelGroup/Auto-Surprise/pull/45
* Bump version by thededlier in https://github.com/BeelGroup/Auto-Surprise/pull/46


**Full Changelog**: https://github.com/BeelGroup/Auto-Surprise/compare/0.1.7...v0.1.8

- Rename continuous_parallel strategy to it's correct name - SMBO
- Early stop if baseline loss not reached after a set number of iterations
- Bot security version updates

- Can now set random seed to reproduce experiment results
- Updated requirements to have `rich`
- Updated documentation to include benchmark results

- Conditionally define similarity options space. This allows for more precise hyper parameter tuning as the number of parameters are reduced in some configurations.
- Pretty print results table
- Attach trials to the final result. This could be used in the future to allow for early stopping.

- Ability for user to select which algorithms to be optimized with the `algorithms` argument of `Engine`
- Replaced `debug` option of `Engine` with `verbose`. This also controls verbosity for Surprise and Hyperopt