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James D. Wilson's Projects

essc icon essc

This folder contains the ESSC method for Community Extraction in R

intro-data-science icon intro-data-science

This is the course website for BSDS 100: "Introduction to Data Science with R" at the University of San Francisco. Assignments, lecture notes, and open source code will all be available on this website.

intro-to-machine-learning icon intro-to-machine-learning

This is the course website for MATH 373: "Introduction to Machine Learning" at the University of San Francisco. Assignments, lecture notes, and open source code will all be available on this website.

multi-node2vec icon multi-node2vec

This is Python source code for the multi-node2vec algorithm for fast embedding of multilayer networks

multilayerextraction icon multilayerextraction

An R package to identify strongly connected vertex-layer communities in multilayer networks.

netsurv icon netsurv

An R package for network surveillance via the degree corrected stochastic block model

network-analysis-i icon network-analysis-i

The material presented here is for the 4-week summer course Network Analysis I in Summer, 2017 for the Inter-university Consortium for Political and Social Research (ICPSR) Summer Program.

regression-analysis icon regression-analysis

This is the course website for MSAN 601: "Linear Regression Analysis" at the University of San Francisco. Assignments, lecture notes, and open source code will all be available on this website.

thepoliticalbrain icon thepoliticalbrain

This repository provides public access to the code, analysis, and anonymized data associated with the political brain study in the manuscript "Functional Connectivity Signatures of Political Ideology" by Seo-Eun Yang, James D. Wilson (me), Zhong-Lin Lu, and Skyler Cranmer. Please send comments or questions to me at [email protected].

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