Jeff Heaton

T81-558: PyTorch - Applications of Deep Neural Networks, Washington University in St. Louis

T81-559: Applications of Generative Artificial Intelligence

Evolve complex cellular automata with a genetic algorithm.

Dynaface is both a computer application and Python library to measure facial symmetry utilizing advanced AI for both symmetric and asymmetric faces.

Code from Jeff Heaton's YouTube videos, articles, and conference presentations.

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T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis

Artificial Intelligence for Humans

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Jeff Heaton's Kaggle Utilities

Encog for Javascript.

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The Encog project for C/C++

Source code from my older (pre Artificial Intelligence for Humans books) books. I am no longer updating these older editions.

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Pretrained model 1024x1024 trained on 1970s scifi art

Minecraft GAN

This project will contain additional examples for Encog, beyond the console examples provided with Encog. These examples are primarily Winforms GUI applications, and may make use of third party libraries other than Encog.

My Docker image for running Stylegan2 ADA with GPU

Repository to hold source code related to academic papers I've published.

A sample application for Encog C#.

Pretrained model for fish, 256x256

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Various projects that I've worked on for special effects in StyleGAN2.

This is simply a repository to hold the latest libsvm Java, and allow me to track changes. This is not my own project. See homepage URL for source.

Sample stand-alone Encog project

˜Apollo64 BBS: This is an old Commodore 64 based BBS that I created on back in the late 80's. Basic/6510 assembler.

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A copy of the datasets for PROBEN1 from the paper "Proben1: A Set of Neural Network Benchmark Problems and Benchmarking Rules", Lutz Prechelt

Jupyter notebook with Python and R.

A simple IOS application that uses mobilenet to classify 1000 different images from an IOS device's video camera.

The AIFH website.

Introduction to Automation with LangChain, Generative AI, and Python

Dissertation (Jeff Heaton)

Technology GAN

Data for several runs of MergeLife

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A simple C# Genetic Algorithm

A simple example of using JLatexMath

Encog for Silverlight is no longer supported or maintained. Version 3.0 was the last released version.

List of Computer Science courses with video lectures.

A sample package for Python to learn how to structure a package.

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A Python library for creating LaTeX files

Utilities to run StyleGAN2 ADA Pytorch in the cloud

Docker image to run StyleGAN3 with GPU

Source code from books published by Jeff Heaton

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Simple Java JNA example with a Maven build script.

Galton board simulator in Python

Some common datasets with headers added and properly setup for Pandas/others

A mirror of some of the files at data.heatonresearch.com

Basic Docker environment for Jupyter and Python

Images that I use for various sites, like Kaggle

My Jupyterhub docker image

LaunchCode Agentic Engineer Course

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The AMI that I use in Jenkins for most of my Python and Docker builds that can be done in Linux

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Some of my datasets (public)

Docker image for MergeLife

Jeff Heaton's Entry for Kaggle Otto Group Product Classification Challenge

Public repository to hold models used by Dynaface

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Just a place for me to drop public files for people