Python REU Tutorial

Python REU Tutorial#

Summer 2024#

xkcd

(from https://xkcd.com)

Why python?#

  • Python is a very high-level language

    • it provides many complex data-structures (lists, dictionaries, …)

    • your code is shorter than a comparable algorithm in a compiled language

  • Many powerful libraries to perform complex tasks

    • Parse structured inputs files

    • send e-mail

    • interact with the operating system

    • make plots

    • make GUIs

    • do scientific computations

    • …

  • Python makes it easy to prototype new tools

  • Python is cross-platform and Free

Language Features#

Some of the language features are:

  • Dynamical typing

  • Object-oriented foundation

  • Extensible (easy to call Fortran, C/C++, …)

  • Automatic memory management (garbage collection)

  • Ease of readability (whitespace matters)

Scientific python#

Perhaps most importantly, and why we are here:

Python has been widely adopted in the scientific community.

Using the MathLab (Math S-235)#

We will be working on the machines in the Stony Brook MathLab (Math S-235). These machines have python installed, but not Jupyter. Unfortunately, some of the python packages there are old, so we need to install newer versions.

You should install Jupyter as:

pip3 install jupyterlab --user
pip3 install traitlets --upgrade --user

Unfortunately, this does not put it in your path, so you need to start Jupyter from the commandline as:

~/.local/bin/jupyter lab

Using your own machine#

You are encouraged to use your own laptop. The easiest way to install python and all the dependencies we’ll need is to install the Anaconda python distribution.

This is freely available for Linux, Mac, and Windows.

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