- Abhay Mittal (abhaymittal@cs.umass.edu)
- Abhiram Eswaran (aeswaran@cs.umass.edu)
- Ryan Mckenna (rmckenna@cs.umass.edu)
- J. Eliot B. Moss (moss@cs.umass.edu)
- Rob Deconto (deconto@geo.umass.edu)
- Clone the repository
- Place comicegrid.h, crhmelfilein, and restartin into the bootstrap directory
Use the following command to run Importance sampling:
python3 setup_experiment.py --exp_dir test
To run inverse sampling:
python3 inverse_sampling.py --exp_dir test
exp_dir argument should list a directory name which is inside the code directory (Directory will be created if not present). This argument is optional and if
its not used a directory by the name of exp/ will be created in the code directory.
- heatmap_small_inverse_calvliq.png: A heatmap of esl for different values of calvliq.
- heatmap_small_inverse_cliffmax.png: A heatmap of esl for different values of cliffmax.
- violin_calvliq_converged.png: A violin plot of the distribution of the calvliq parameter after convergence.
- violin_cliffmax_converged.png: A violin plot of the distribution of the cliffmax parameter after convergence.
- calvliq_esl_small.png: A scatter plot of calvliq vs esl.
- cliffmax_esl_small.png: A scatter plot of cliffmax vs esl.
- calvliqcliffvmax_small.png: A scatter plot of calvliq vs cliffmax.