In this section, we will cover some of the algorithms available in `SciPy`

. Each of the following subsections features a representative example from a significant area of applied science. The examples are chosen so as not to require extensive domain knowledge but still be realistic. These are the topics and examples that we present:

**Solving equations and finding optimal values**: We will study a market model that requires the solution of a nonlinear system and a facility location problem requiring a nonstandard optimization.**Calculus and differential equations**: We will present a volume calculation that uses integral calculus, and**Newton's canon**, a thought experiment proposed by Isaac Newton, which we will ...

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