Added to the description of Thompson Sampling. Fixed apostrophe character.

Reversed the order of the labels in the legends for two figures.

Updated README.md based on feedback.

Adding output from simulations.

Updated bandit simulator and results analysis notebooks to use the Replayers module and the results that are generated by it.

Refactored common testing functionality into Replayers module with specific classes for each algorithm.

Updated figures based on feedback

Renamed notebooks to prepend them with ordinal indicator.

Minor cleanup of results_analysis.ipynb

Adding repo description summary to README.md

Adding plots from exloration and analysis notebooks

Adding .gitignore to ignore .ipynb_checkpoints

Adding Jupyter Notebooks

Adding data

Update README.md