tchlux
I specialize in AI / ML research and engineering, writing high performance code, and developing mathematical theory.
MetaMenlo Park, California
Pinned Repositories
balltree
A very fast python-wrapped fortran implementation of a `ball tree`, includes fast `sort` and `select` codes for flat arrays as well.
fmodpy
A lightweight, efficient, highly automated, fortran wrapper for python.
macos-grok-overlay
A simple macOS overlay application for pinning 'grok.com' to a dedicated window and key command.
papers
A collection of source material for all my research papers.
qaml
Quantum Annealing Math Library
quickselect
Optimized Fortran implementations of multiple `select` algorithms.
regex
A fast regular expression matcher written in C and accessible from Python3.
sync
A minimal Posix-compatible file synchronization utility built on rsync.
txt_to_html
A .txt to .html parser that makes pretty documents with quasi-markdown.
util
My machine learning, optimization, and data science utilities package.
tchlux's Repositories
tchlux/macos-grok-overlay
A simple macOS overlay application for pinning 'grok.com' to a dedicated window and key command.
tchlux/fmodpy
A lightweight, efficient, highly automated, fortran wrapper for python.
tchlux/util
My machine learning, optimization, and data science utilities package.
tchlux/balltree
A very fast python-wrapped fortran implementation of a `ball tree`, includes fast `sort` and `select` codes for flat arrays as well.
tchlux/papers
A collection of source material for all my research papers.
tchlux/qaml
Quantum Annealing Math Library
tchlux/quickselect
Optimized Fortran implementations of multiple `select` algorithms.
tchlux/tchlux.github.io
My personal website on GitHub.
tchlux/sync
A minimal Posix-compatible file synchronization utility built on rsync.
tchlux/tlux
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.
tchlux/txt_to_html
A .txt to .html parser that makes pretty documents with quasi-markdown.
tchlux/regex
A fast regular expression matcher written in C and accessible from Python3.
tchlux/Adversarial_Control
An extension of existing work on self-driving cars in Unity to test the model's sensitivity to adversarial images.
tchlux/bachelorette_bot
A python3 (wikipedia) web scraper for bachelorette data with simple predictive models.
tchlux/coinrun
Code for the paper "Quantifying Transfer in Reinforcement Learning"
tchlux/Convergence_Rate_Evaluation
Code directly tied to work for final long paper at MOD2016, Convergence Rate Evaluation of Derivative-Free Optimization Techniques
tchlux/DE_resnet_unet_hyb
Depth estimation from RGB images using fully convolutional neural networks.
tchlux/GRAD_5134_Project
GRAD 5134 Final Project - Ethical Prediction via Interpretable Models
tchlux/MonoNav
Summer research 2014 on monographic robotic navigation.
tchlux/OpenDSA-LTI
OpenDSA implementation using LTI communications
tchlux/packager
An easy way to create and manage a `pip` Python package.
tchlux/roanoke-slm-workshop
Code and files for the Roanoke College Small Language Model (SLM) workshop in January 2024.
tchlux/sort_and_select
Fast code for doing `sort` and `select` operations.
tchlux/VarSys
Repository for testing the performance of interpolation techniques.