Complex Systems Summer School 2018-Lecture Slides

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Lecture Slides are provided for students who attended the summer school. Please do not share outside of 2018 CSSS. Thanks.

Dave Feldman

Intro & Overview

Fractals Crash Course

Information Theory Crash Course

Liz Bradley

Liz's ODE Notes

Chaos Theory

Joshua Garland

Maps

Nonlinear Time Series Analysis

Paul Hooper

Complexity & Human Societies

Rajiv Sethi

Game Theory

Geoffrey West

SEARCHING FOR SIMPLICITY AND UNITY IN THE COMPLEXITY OF LIFE CELLS TO CITIES, COMPANIES TO ECOSYSTEMS, MILLISECONDS TO MILLENIA (aka "Scaling")

Cris Moore

Algorithms

Networks

David Krakauer

Adaptation

Institutions

Aaron Clauset

Here are the *official* lecture slides:
http://santafe.edu/~aaronc/slides/Clauset_2018_CSSS_Networks_1.pdf
http://santafe.edu/~aaronc/slides/Clauset_2018_CSSS_Networks_2.pdf

Here are the slides for expanded lectures:
http://santafe.edu/~aaronc/slides/Clauset_2018_CSSS_Networks_3.pdf
http://santafe.edu/~aaronc/slides/Clauset_2018_CSSS_Networks_4.pdf

Carterina de Bacco

Community Detection on Networks

Community Detection on Networks II

Ryan G. James

Complexity I

Complexity II: Lost In New York

Jennifer Dunne

Human-Ecological Networks

Daniel Larremore

Networks & Hierarchies

Samuel Bowles

Origin of Property

George Bezerra

Machine Learning I