Pinned Repositories
CNN-Tutorial---X-ray-image-classifier
This Google Colab script implements a Convolutional Neural Network to classify chest X-ray images for pneumonia detection, featuring data preparation, model training, performance evaluation, and result visualization.
DeadLinkScraper
A short Python script built in Google colab for iteratively searching subdomains for dead links.
Debt-Payoff-Simulator
A runnable Python script in Google Colab for simulating various debt payoff strategies and analyzing financial data to help users make informed decisions regarding debt management.
FactorioBeltProblemGECCO
A Factorio interface for optimizing belt layouts, offering installation instructions for Docker and Factorio, along with guidance on running optimizations using custom scripts.
Generalized-Analysis-of-Text-Data
A comprehensive toolkit for analyzing text data using various AI and NLP techniques, including topic modeling, sentiment analysis, and text classification, demonstrated on the 20 Newsgroups dataset.
GenerateHTMLPublicationsPage
GoodReads-Analysis
Analyzes personal GoodReads data, creating visualizations and applying machine learning techniques to explore reading habits and book preferences.
Introductory-Data-Science
Hands-on machine learning tutorials in Google Colab, covering various algorithms and techniques for learners at different levels.
Shackleton-Framework
Project Shackleton is a modular Linear Genetic Programming framework designed to automate the discovery of optimal software solutions for low-level optimization problems, with a focus on AArch64 instructions and LLVM Intermediate Code.
VAE-for-Molecule-Discovery
A Variational Autoencoder in Google Colab to generate and visualize novel molecular structures for potential drug discovery applications, using the QM9 dataset and SMILES representation.
DrKenReid's Repositories
DrKenReid/FactorioBeltProblemGECCO
A Factorio interface for optimizing belt layouts, offering installation instructions for Docker and Factorio, along with guidance on running optimizations using custom scripts.
DrKenReid/GoodReads-Analysis
Analyzes personal GoodReads data, creating visualizations and applying machine learning techniques to explore reading habits and book preferences.
DrKenReid/Introductory-Data-Science
Hands-on machine learning tutorials in Google Colab, covering various algorithms and techniques for learners at different levels.
DrKenReid/CNN-Tutorial---X-ray-image-classifier
This Google Colab script implements a Convolutional Neural Network to classify chest X-ray images for pneumonia detection, featuring data preparation, model training, performance evaluation, and result visualization.
DrKenReid/DeadLinkScraper
A short Python script built in Google colab for iteratively searching subdomains for dead links.
DrKenReid/Debt-Payoff-Simulator
A runnable Python script in Google Colab for simulating various debt payoff strategies and analyzing financial data to help users make informed decisions regarding debt management.
DrKenReid/Generalized-Analysis-of-Text-Data
A comprehensive toolkit for analyzing text data using various AI and NLP techniques, including topic modeling, sentiment analysis, and text classification, demonstrated on the 20 Newsgroups dataset.
DrKenReid/GenerateHTMLPublicationsPage
DrKenReid/Shackleton-Framework
Project Shackleton is a modular Linear Genetic Programming framework designed to automate the discovery of optimal software solutions for low-level optimization problems, with a focus on AArch64 instructions and LLVM Intermediate Code.
DrKenReid/VAE-for-Molecule-Discovery
A Variational Autoencoder in Google Colab to generate and visualize novel molecular structures for potential drug discovery applications, using the QM9 dataset and SMILES representation.
DrKenReid/decahose-filter
General tool written in PySpark for filtering Twitter Decahose tweets that match a keyword list.
DrKenReid/DrKenReid.github.io
My Website
DrKenReid/EvolutionaryRuinAndStochasticRecreateExample
An example of Evolutionary Ruin & Stochastic Recreate in Java.
DrKenReid/factorio_blueprint_analyser
Find your blueprint bottleneck
DrKenReid/freeCodeCamp
freeCodeCamp.org's open-source codebase and curriculum. Learn to code for free.
DrKenReid/GoodReadsCSV
DrKenReid/curaitor
DrKenReid/Extractive-Text-Summarization
This Google Colab script implements an extractive text summarization technique for medical reports, using key term identification to select the most relevant sentences from longer texts.
DrKenReid/global-temperature-analysis
A work-in-progress data analysis pipeline that leverages R, SQL Server, and Tableau to download, process, clean, and analyze global temperature data, aiming to uncover long-term climate trends and patterns.
DrKenReid/GoodReads-Quotes-PDF
This Google Colab script processes GoodReads quotes, generates visualizations, and creates a formatted PDF, with customizable options for quote enthusiasts.
DrKenReid/Kronos
A Java program which monitors the active window, stores number of seconds on each window.
DrKenReid/r-in-jupyter-example
DrKenReid/SimulatedAnnealingExample
An example Simulated Annealing in Java.
DrKenReid/twitter-decahose-pyspark