jdwilson4
Associate Professor. Statistics, machine learning, social networks and functional connectivity analysis
University of San FranciscoSan Francisco, CA
Pinned Repositories
ESSC
This folder contains the ESSC method for Community Extraction in R
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
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.
jdwilson4.github.io
multi-node2vec
This is Python source code for the multi-node2vec algorithm for fast embedding of multilayer networks
MultilayerExtraction
An R package to identify strongly connected vertex-layer communities in multilayer networks.
NetSurv
An R package for network surveillance via the degree corrected stochastic block model
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
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
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 wilsonja@pitt.edu.
jdwilson4's Repositories
jdwilson4/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.
jdwilson4/multi-node2vec
This is Python source code for the multi-node2vec algorithm for fast embedding of multilayer networks
jdwilson4/MultilayerExtraction
An R package to identify strongly connected vertex-layer communities in multilayer networks.
jdwilson4/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.
jdwilson4/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.
jdwilson4/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.
jdwilson4/ESSC
This folder contains the ESSC method for Community Extraction in R
jdwilson4/NetSurv
An R package for network surveillance via the degree corrected stochastic block model
jdwilson4/jdwilson4.github.io
jdwilson4/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 wilsonja@pitt.edu.