Learning the conceps of Monte Carlo (MC) simulations and coding some simulations along the way. Following is the list of sims done till now.

1. Pi estimation: Really inefficient way to find an approximate value of pi, but good for a starting point. [estimate_pi.py, estimate_pi_numpy.py]
2. Nagel Schreckenberg Traffic: A simulation of a very simple traffic situation where, even though the initial conditions are simple we observe some traffic jams. [nagel_schreckenberg_traffic.py]
3. Interpoint Distance: Average time taken b/w 2 points when there are 2 routes - direct or expressway. [interpoint_distance.py]

• Python 3.6
• numpy
• matplotlib