Add demo notebook and enhance experimental design tools #78
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fima5
commented
Aug 13, 2025
fima5
commented
- Added 'APO Sample Existing Demo.ipynb' to demonstrate sampling and optimization workflows.
- Updated 'advanced_design.py' with ability to initialize AdvExpDesigner with existing dataset.
- Added 'sampling.py' with utilities for weighted and space-filling sampling from existing datasets.
- Added 'APO Sample Existing Demo.ipynb' to demonstrate sampling and optimization workflows. - Updated 'advanced_design.py' with ability to initialize AdvExpDesigner with existing dataset. - Added 'sampling.py' with utilities for weighted and space-filling sampling from existing datasets.
- initialize variables as discrete numerical levels - can create discrete levels and biases for variables - added 'Max Mixed Corr' to capture correlation between categorical and continuous variables - fixed issue with plot_design_quality_evolution() Added functionality to Advanced Experiment Designer Demo: - demo of discrete numerical and levels/biases variables
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