Name: Alex Stoken
Type: User
Company: Jacobs JETS II @ NASA Johnson Space Center
Bio: data scientist interested in representation learning, cv, ml, and data for good | alum, utexas computer science, uarizona physics alum
Twitter: AlexStoken
Location: Houston, TX
Blog: https://alexstoken.github.io/
Alex Stoken's Projects
Email-based version of the classic "assassins" type game
Keras ensembles, made easy.
getgfs extracts weather forecast variables from the NOAA GFS forecast with no obscure, platform specific, dependencies
GIM: Learning Generalizable Image Matcher From Internet Videos (ICLR 2024 Spotlight)
Join the GitHub Graduation Yearbook and "walk the stage" on June 11.
Keras implementation of RetinaNet object detection.
Simple stochastic weight averaging callback for Keras
A Keras implementation of YOLOv3 (Tensorflow backend)
Keras callbacks for one-cycle training, cyclic learning rate (CLR) training, and learning rate range test.
Math 485 Spring 2019 project: Super-modeling for chaotic systems (ft. Lorenz systems)
Analysis framework for optimizing and applying Mono-Higgs signal event selection and performing the statistical analysis.
US DoE/Italian INFN 2017 Summer Exchange: Dark matter search in HiggsZZ4L decay channel. CMS Experiment, Bari, Italy.
Final project starter code for the question answering final project, for Natural Language Processing at UT Austin
Pytorch implementation of convolutional neural network visualization techniques
"A case for using rotation invariant features in state of the art feature matchers", CVPRW 2022
SiLK (Simple Learned Keypoint) is a self-supervised deep learning keypoint model.
Compiling University of Arizona TCE metrics and performing various analysis techniques to the data
UArizona Honors Thesis project: ttbar background estimation analysis for the ATLAS experiment. Tucson, AZ
My usercode area
Search for vector-like quarks in the ATLAS experiment
YOLOv5 in PyTorch > ONNX > CoreML > iOS