Processoptimizer

Changes

- Added plot_expected_minimum_convergence
- Numerous format changes to satisfy Flake8
- Fixed deprecation warning from Numpy
- Merge keywords for batch-optimization
- Set LHS=True as default
- Extensive changes in test-suite

Bugfixes

- expected_minimum_sampling refactored
- Fix URL to present images on pypi
- Fixed Bokeh-plot to optional dependency
- Dependencies set (Bokeh optional, pyYAML added)

Changes

- Add plot_expected_minimum_convergence
- Recode expected_minimum_random_sampling and move to utils.py
- Update Readme to add illustrations on pypi

Changes

- Improve documentation in README.md
- Reset normalize_y to True and update requirements.txt

Changes

- Automatic testing when commiting to develop is implemented
- Slight adjustment to documentation
- Unneccesary files pruned
- Visual change to changelog

Bugfixes

- test_deadline_stopper fixed as it was giving unreproducible results
- Fixed Steinerberger error

Changes

- Two additional examples added
- Tests are primarily from numpy instead of sklearn
- Changed plot_objective to use same color scale for each individual dependence plot and added colorbar
- Added plot_objectives, which plots all individual objective functions for multiobjective optimization
- Added a title parameter to plot_objective
- More informative ReadMe.md started

Bugfixes

- Example on visualize_results.ipynb corrected to avoid warnings
- DEAP added as dependency for Pareto optimization
- normalize_y temporarely set to False until real fix from sklearn
- Handled a case in which feeding multible datapoints to the model would fail.
- Added functionality to create_result to create a list of results in case of multiobjective optimization
- Added a ValueError to warn users against using GP in entirely categorical spaces

Changes

- README changed to reflect move of repo to NN-research
- Steinerberger sampling added for improves spacefilling and explorative mode
- Multiobjective optimization added by NSGA and Pareto front
- Unused folders trimmed
- Added example notebooks on new functionality