jeffheaton/jh-kaggle-util

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Created almost 6 years ago
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jeffheaton/jh-kaggle-util

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Jeff Heaton's Kaggle Utilities

Jeff Heaton's Kaggle Utilities

For an introduction to this set of utilities, see this YouTube playlist: Jeff Heaton's Kaggle Utilities

This is the set of utilities that I use for Kaggle. This set has been through 3 competitions so far with me. Now that I am posting it to GitHub I am cleaning up the code a bit. This is an ongoing process. To stay up to date please follow me!

Instructions for Usage

) More instructions are coming soon!

Current Limitations of these Utilities

Regression Only Support (no classification)

t81_558_deep_learning

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

Jupyter Notebook

aifh

Artificial Intelligence for Humans

encog-java-core

encog-dotnet-core

app_deep_learning

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

Jupyter Notebook

encog-javascript

Encog for Javascript.

present

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

encog-java-examples

encog-c

The Encog project for C/C++

pyimgdata

jeffheaton-book-code

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

app_generative_ai

T81-559: Applications of Generative Artificial Intelligence

Jupyter Notebook

mergelife

Evolve complex cellular automata with a genetic algorithm.

encog-java-workbench

pretrained-gan-70s-scifi

Pretrained model 1024x1024 trained on 1970s scifi art

Jupyter Notebook

pretrained-gan-minecraft

Jupyter Notebook

encog-dotnet-more-examples

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.

docker-stylegan2-ada

My Docker image for running Stylegan2 ADA with GPU

papers

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

encog-sample-csharp

A sample application for Encog C#.

pretrained-gan-fish

Pretrained model for fish, 256x256

Jupyter Notebook

article-code

stylegan2-toys

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

Jupyter Notebook

encog-sample-java

Sample stand-alone Encog project

libsvm-java

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.

pretrained-merry-gan-mas

Jupyter Notebook

docker-jupyter-python-r

Jupyter notebook with Python and R.

Jupyter Notebook

ios_video_classify

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

proben1

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

phd-dissertation

Dissertation (Jeff Heaton)

jeffheaton.github.io

The AIFH website.

cabi_genai_automation

Introduction to Automation with LangChain, Generative AI, and Python

Jupyter Notebook

apollo64

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

pretrained-gan-tech

Jupyter Notebook

mergelife-experiments

Data for several runs of MergeLife

jeffheaton

ga-csharp

A simple C# Genetic Algorithm

pysamppackage

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

tf-intro

Jupyter Notebook

encog-silverlight-core

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

jlatexmath-example

A simple example of using JLatexMath

stylegan2-cloud

Utilities to run StyleGAN2 ADA Pytorch in the cloud

docker-stylegan3

Docker image to run StyleGAN3 with GPU

jna-example

Simple Java JNA example with a Maven build script.

jeffheaton-bookcode

Source code from books published by Jeff Heaton

data-mirror

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

data

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

jheaton_images

Images that I use for various sites, like Kaggle

baseenv-jupyter

Basic Docker environment for Jupyter and Python

docker-jupyterhub

My Jupyterhub docker image

dynaface

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

kaggle-otto-group

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

jheaton-ds2

Some of my datasets (public)

docker-mergelife

Docker image for MergeLife