Welcome to Heaton Research, the site that contains my projects, books, and blog. My name is Jeff Heaton, I am a data scientist, indy publisher, and adjunct instructor at Washington University. My interests include machine learning, feature engineering, and real world applications of these topics. I am known for AI books, Kickstarter projects, YouTube Videos and open source projects. I use the programming languages Python, R, Java, and C#. My blog can be found here.
Artificial Intelligence for HumansJeff Heaton's books include:
Encog Machine Learning Framework
Encog is a Java/C# machine learning framework that I've developed since 2008. Encog supports a variety of advanced algorithms, particularly neural networks and genetic programming. Most Encog training algoritms are multi-threaded and scale well to multicore hardware. A GUI based workbench is also provided to help model and train machine learning algorithms.