To run the tabular experiments (Figure 2) run the following command:
cd Tabular
./run_tabular.sh
Run the following commands to reproduce Figure 3 and A.2.
cd LinearFA
./run_task1.sh
./run_task2.sh
The next two settings requires pytorch to reproduce the figures.
First run the feature net by executing the following command:
cd Semi_LinearFA
./run_MC.sh
Running the following commands will reproduce results presented in Figure 4 and A.8 by loading the trained feature net models.
./run_task1.sh
./run_task2.sh
Running the following commands will generate Figures 5 and 6 from the paper. The first two commands correspond to the forward-view results and the next two commands correspond to the backward-view results.
Comment data generation part inside each script file if your Data folder is not empty
cd NonLinearFA
./run_task1.sh
./run_task2.sh
./run_task1_traces.sh
./run_task2_traces.sh
All figures are saved in plots directory of the respective settings. For example, the tabular figures are saved in Tabular/plots/ directory.
Results are saved in results_ directories after and you can delete them after generating the plot.