Scientific Computing with Python

Introduction

Python
Analysis of Algorithms
Linear Algebra
Optimization
- Optimization in SciPy
Functions
Graphs
- NetworkX
- Spectral Graph Theory
Probability and Statistics
- Generating Random Numbers
- Scipy stats package
Data
Geometry
- Distances
- Nearest Neighbors
Computing

Powered by Jupyter Book

Scientific Computing with Python

Scientific Computing with Python¶

Welcome to the course reader for Scientific Computing with Python, taught at the University of Chicago in Fall 2020.

By Brad Nelson
© Copyright 2021.