lkwbr

grid-qlearn

See a program learn the best actions in a grid-world to get to the target cell, and even run through the grid in real-time! This is a Q-Learning implementation for 2-D grid world using both epsilon-greedy and Boltzmann exploration policies.

structured-prediction

Machine learning algorithms for structured inputs and outputs, such as on OCR and voice-to-text data.

agi-pal

Machine learning applied to task assignment within a software organization, as a means of improving the standard Agile software development cycle.

fortune-cookie-classifier

Console-based (bottom-up) machine learning program to classify fortune cookie message into one of two classes: (1) prediction of one's future, or (2) a wise saying. Using Naive Bayes classifier under-the-hood.

drone

Safely get your flying autonomous vehicle from A to B. Low-level, closed-loop control solutions up to high-level AI-based planning models.

math-trip

Newtonian physics simulator written in JavaScript using the Processing.js visualization library.

max-expect

Using Expectation Maximization (EM) algorithm to converge on parameters of 1-D Gaussian Mixture Models (GMMs).

intj

argx

Arguments happen here.

bo-tunes-svm

Using Bayesian Optimization to tune a Support Vector Machine; converges in around 50 iterations.

caiks

CAIKS: Conversing Artificial Intelligence and Knowledge System

compete

Collection of competitive programming outputs.

config

Configuration files someone in some distant galaxy might find useful.

lkwbr.github.io

A (self) love story.

llama-dl

High-speed download of LLaMA, Facebook's 65B parameter GPT model

nix

*nix-based projects from scratch.

ragtime

Simple browser loading animation made with JavaScript. A little cool and silly.

reachable-bdd

Multithreaded solution for determining (stepwise) reachability between two nodes within some Binary Decision Diagram (BDD).

sandbox

Place for me to bury myself and let the tide wash away my creations.