Learning to Optimize ▸ UT ECE
- Created a L2O (Learning to Optimize) library framework using Tensorflow and Keras and implemented state of the art L2O methods
- Currently working on methods to improve L2O training using methods borrowed from Reinforcement Learning
Activity Recognition ▸ Capstone Design
- Our goal is to create a "full stack" vision-based activity recognition system.
- We are working on prototyping a glasses-like wearable device and an activity recognition algorithm.
GPU GeoStat ▸ TAMU Construction Science
- GPU implementation of IDW and other geostatistical interpolation techniques
- Integration with Folium to draw interactive interpolation maps
BMCC ▸ TAMU Statistics
- Implementation of Markov Chain Monte Carlo Bayesian Clustering techniques
- Mixture models include DPM (Dirichlet Process Mixture Models; Neal, 2000) and MFM (Mixture of Finite Mixtures; Miller & Harrison, 2018))
- Abstract Mixture Model and Component Model API
- R and Python Package
Decoding by LP
- Implementation of "Decoding by Linear Programming" (E. J. Candes, T. Tao, 2004)
pyc3b
- Fully featured LC3b assembler written in python
- Informative error message and side-by-side assembly output
Ctrl-Shell
- Rewrite of explorer: emulates Emacs'
Ctrl-x Ctrl-fbehavior in Sublime Text 3 - Additional macros for various shortcuts on the file explorer shell
Pycalc
- Python dynamic module loader with global variable management
- Uses various overloading tricks to create a convenient command-line calculator
Print!
- Python library to integrate ANSI escape codes and PyFiglet
- Install with
pip install printtools
Syllabus
- Python machine learning task management library
- Multiprocessing and multithreading pool implementations
- Install with
pip install syllabus
Fast Random Features ▸ Data Science Final Project
- Application of Random Features for Large Scale Kernel Machines (Rahimi & Recht, 2008) to data with dimensionality 10 times higher than previous attempt
- Matched accuracy of Kernel SVM in IDC Classification with a 100-fold speed increase
Divider Creation Plugin
- Plugin for Sublime Text 3
- Create nicely-formatted dividers and large ASCII-art headings
Eigenfaces ▸ Data Science Project
- Linear and Kernel Eigenface implementations; project for Geometric Foundations of Data Science
- Implements input space recovery method described by S. Mika et al, "Kernel PCA and De-Noising in Feature Spaces"
Sample ▸ Data Science Project
- Low-discrepancy sequence sampling in Python using Halton and Hammersley sequences
SSH Batch Management
- Manage multiple SSH devices simulatenously, or even programmatically
- Written for Region V Robotics' swarm management
Region V Robotics ▸ UT IEEE RAS
- Developed computer vision algorithms and navigation algorithms for an autonomous swarm
- Set up GitHub-based workflow for 15+ developers including pull requests and code reviews
Simple Radius
- Django Integration for FreeRadius
- Simple and easy until you find out your router doesn't support EAP-MD5 or TLS
SLD Blue Cloud ▸ SLD Laser
- Interactive visualizations of laser test data
- Full stack web app using Djano and d3.js
Rock Band ▸ Embedded Systems Final Project
- Rock Band on the TM4C (ARM Cortex M4; 80MHz, 32KB RAM)
- 44.1kHz audio from SD
- Hand-soldered, error-matched resistor DAC
- N-player multiplayer
File Explorer Utility
- Plugin for Sublime Text 3
- Emulates Emacs'
Ctrl-x Ctrl-fbehavior
Serial Vis
- Library for serial driven visual debug output
- Pause, skip forward, skip backwards, or even set triggers to automatically pause