Contents
Figures: S1 - S13
Table: S1
Figures with Data and Code:
- Concrete dataset machine learning predictions using Neural Ensemble Regressor
- Visualizing the extrapolative performance of the Neural Ensemble Regressor
- Visualizing the concrete Bayesian Optimization in 1D using the Neural Ensemble as the surrogate model
Data:
- Concrete compressive strength dataset
- Thermoelectrics power factor dataset
- Power plant output dataset
Code:
- Concrete optimization (Jupyter ipython notebook)
- Thermoelectrics optimization (Jupyter ipython notebook)
- Power plant optimizaton (Jupyter ipython notebook)
- Neural Ensemble regressor (python file)
- Neural Dropout regressor (python file)
Figures