Name: Thomas Lux
Type: User
Company: Meta
Bio: I specialize in AI / ML research and engineering, writing high performance code, and developing mathematical theory.
Twitter: tchlux
Location: Menlo Park, California
Blog: https://tchlux.info
Thomas Lux's Projects
An extension of existing work on self-driving cars in Unity to test the model's sensitivity to adversarial images.
A python3 (wikipedia) web scraper for bachelorette data with simple predictive models.
A very fast python-wrapped fortran implementation of a `ball tree`, includes fast `sort` and `select` codes for flat arrays as well.
Code for the paper "Quantifying Transfer in Reinforcement Learning"
Code directly tied to work for final long paper at MOD2016, Convergence Rate Evaluation of Derivative-Free Optimization Techniques
Depth estimation from RGB images using fully convolutional neural networks.
A lightweight, efficient, highly automated, fortran wrapper for python.
GRAD 5134 Final Project - Ethical Prediction via Interpretable Models
Summer research 2014 on monographic robotic navigation.
OpenDSA implementation using LTI communications
An easy way to create and manage a `pip` Python package.
A collection of source material for all my research papers.
Quantum Annealing Math Library
Optimized Fortran implementations of multiple `select` algorithms.
A fast regular expression matcher written in C and accessible from Python3.
Code and files for the Roanoke College Small Language Model (SLM) workshop in January 2024.
Fast code for doing `sort` and `select` operations.
A minimal Posix-compatible file synchronization utility built on rsync.
My personal website on GitHub.
Personal research compendium for T.C.H. Lux. Includes codes for nonlinear regression, nearest neighbor calculation, a regular expression engine, a Data storage object, and an interactive plotting library.
A .txt to .html parser that makes pretty documents with quasi-markdown.
My machine learning, optimization, and data science utilities package.
Repository for testing the performance of interpolation techniques.