Taylor Childers's Projects
set of personal scripts used for benchmarking user facing software
A backup of my old SVN area from ANL-ATLAS group.
Using ML models to identify particles in ATLAS
A PyTorch Implementation of YOLO style ID on ATLAS data.
Using ML in tensorflow to identify physics objects in ATLAS
applying pointnet to ATLAS data.
tensorflow version of pointnet on ATLAS data
YOLO for ATLAS
Codes for the ATLAS Aurora Early Science Project
Analysis code for ATLAS e-gamma trigger tag & probe analysis.
A Variational Autoecoder for ATLAS images.
Software developed for the ATLAS Level 1 Calorimeter Trigger
All my scripts related to created ATLAS data for ML studies.
Event Level classifier
An Android App for ATLAS expert on-calls to track the status of ATLAS.
The Unfolding algorithm used in the 7TeV ttbar cross-section measurement.
End-to-End Workflow
High throughput workflows and automation for HPC
Some testing scripts for DAOS on ALCF systems
PyTorch Implementation of "Towards K-Means-Friendly Spaces: Simultaneous Deep Learning and Clustering," Bo Yang et al., 2017.
DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks
Use DeepHyper to find the max FLOPS for various PyTorch Layers.
DockerFile recipes for container construction
Applications to evaluate Numba-DPPY
hobby tools for scraping election results
OpenAI Gym environments for Chess
My data formatting scripts for HepSim