CMU-02750-HW4
Spring 2021 Automation of Scientific Research course project
- Compared active learning and bayesian optimization approaches to selecting strains for promotion in order to maximize either yield or predictive accuracy of a regression model
- Developed visualizations to highlight differences between the models and reinforce the overall narrative
- Used python, Jupyter Notebook, modAL to explore different hyperparameters and visualize results