To generate plots for Linear Bandits:
    1. Run runscriptlinear.sh that uses runlinear.py
    2. Use Plotlinear.ipynb to plot results
    
To generate plots for Stochastic Multi-armed bandits:
    1. Run runscriptstochastic.sh that uses runstohastic.py
    2. Use plotscript.sh that uses Plotstochastic.py.

To generate the Improved subgaussian factor plots, use Sg_vs_Var.ipynb notebook.

For details on how to run the Movielens experiments, refer to the README in the Movielens folder.

To run the synthetic Linear Bandit with Confounded Logs experiments, refer to the README in the LinearBanditsWithLogs folder.