Behavioral Modeling and Decision-making in AI

CS 7180, Fall 2012

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Resources

Below are some datasets and software packages that might be useful for your term projects. If you find additional resources you think are intersting, let me know and I will add them to the list!

Data Sets
University of California Irvine Machine Learning Repository
228 datasets across a variety of domains. A great resource!

Amazon Web Services: Public Datasets
A repository of 54 public datasets, including census data, Wikipedia web traffic, genome data, and the Enron emails.

International Monetary Fund: Data and Statistics
Time series datasets covering macroeconomic and financial indicators, such as IMF lending, exhange rates, etc.

Penn State Event Data Project
Political and conflict event data extracted from English-language news sources focusing on events in the Middle East, Balkans, and West Africa.

World Bank: Data Catalog
Data on over 8,000 attributes (many of them macro-level economic, social, or governance indicators) from World Bank datasets across 200 countries.

University of California Berkeley: Statistical/Data Resources
Repository of datasets regarding public health issues maintained by the Sheldon Margen Public Health Library

University of Texas: Policy Agendas Project
Data on public policy development in the U.S., including Congressional bills, Presidential Executive Orders, public opinion polls, and federal budget reports.

Software Packages
Weka
Collection of data mining and machine learning algorithms in Java.

PyLog
First-order logic library for Python.

Jahmm
Hidden Markov Model implementation in Java.

GHMM
Hidden Markov Model implementation in C and Python.

ACL2s
Integrated modeling, simulation, and inductive reasoning system.