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monte-carlo-stock-sim

A python script that generates Monte Carlo simulations to provide predicted future stock prices during a given interval.

monte-carlo-ibm

Packages

pandas_datareader.data pandas datetime numpy matplotlib.pyplot

What is Monte Carlo Simulation?

Monte Carlo methods, or Monte Carlo experiments, are a broad class of computational algorithms that rely on repeated random sampling to obtain numerical results. The underlying concept is to use randomness to solve problems that might be deterministic in principle

IDE

Spyder 5 was used to run the code and generate plots as seen in the screenshot above. You can download Spyder IDE for free in several manners, but the way I chose was through apt package manager. You can find more instructions on how to install Spyder here.

Installing Spyder IDE