Computer Science 431 Artificial Intelligence Spring 2019

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Course Page

Syllabus

Lectures

Resources

Sandbox

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Course Resources

Java Style Guide (for all programming assignments)

Python

Dive into Python Wikibooks Non-Programmer's Tutorial for Python 2.6 Official Python Tutorial A very useful Python style guide

Code

LIBSVM - A Library for Support Vector Machines LIBLINEAR - A Library for Large Linear Classification Weka - Data mining software in Java scikit-learn GraphLab

Data

UCI Machine Learning repository Kaggle

Resources for finding articles Google Scholar AAAI Topics Citeseerx Artificial Intelligence (a journal available electronically through Blais) Journal of A.I. Research (available online) Proc. of the AAAI Conf. Proc. of the Int'l Joint Conf. of A.I. (at least some articles available online) Proc. of the Int'l Journal on Weblogs and Social Media (ICWSM) Proc. of Neural Inform. Processing Systems (NIPS) Proc. of the Int'l Conf on Machine Learning (ICML) Any conference supported by ACM or AAAI is good and IEEE are usually ok

Other The Pac-Man Projects Rosalind: Learn bioinformatics through problem solving The Science of Scientific Writing

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Last modified: Wed Jan 8 22:08:25 PST 2014
Image of circuit brain taken from http://www.ideasevolved.com/techsquared/