Taylor Childers's repositories
atlas-pointnet
applying pointnet to ATLAS data.
tensorflow_skeleton
A customizable Tensorflow skeleton complete with dataset placeholders and model placeholders.
Deep-Clustering-Network
PyTorch Implementation of "Towards K-Means-Friendly Spaces: Simultaneous Deep Learning and Clustering," Bo Yang et al., 2017.
llm_experimentation
Just me playing around with LLMs
python_tools
My Personal Collection of Python Tools
atlas_image_vae
A Variational Autoecoder for ATLAS images.
balsam
High throughput workflows and automation for HPC
daos_scripts
Some testing scripts for DAOS on ALCF systems
docker_image_recipes
DockerFile recipes for container construction
dpbench
Applications to evaluate Numba-DPPY
election_analysis
hobby tools for scraping election results
kmeans_pytorch
kmeans using PyTorch
kokkos_tools
A place for my Kokkos build scripts for various systems and apps
madgraph4gpu
GPU development for the Madgraph5 event generator software package
madgraph_kokkos_plugin
A Plugin for Kokkos in MG
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
pixeltrack-standalone
Standalone Patatrack pixel tracking
pointnet_toy
A Toy PointNet model for profiling architectures.
PyModuleSnooper
use sitecustomize.py to snoop and log imported Python modules in an atexit() handler
python_kokkos_tests
Testing how pybind11 can work with Kokkos C++ code.
scaling_framework
Trying to build a generic framework in Python where I can submit jobs a varying scales for any software, collect FOM data, and plot results.
tensorflow
An Open Source Machine Learning Framework for Everyone
tf_mask_rcnn
An implementation of Mask RCNN model in tensorflow for car identification
user-guides
ALCF Systems User Documentation