jtchilders
Computer Scientist, Distributed Training on Supercomputers, Scaling Scientific Results
Argonne National LaboratoryChicago, IL
Pinned Repositories
alcf_benchmarks
set of personal scripts used for benchmarking user facing software
anlatlassvn
A backup of my old SVN area from ANL-ATLAS group.
atlas-identify-tf
Using ML in tensorflow to identify physics objects in ATLAS
atlas-pointnet
applying pointnet to ATLAS data.
atlas_ml_data_scripts
All my scripts related to created ATLAS data for ML studies.
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
singularity_image_recipes
Singularity Image Recipes for connecting to Singularity Hub
tensorflow_skeleton
A customizable Tensorflow skeleton complete with dataset placeholders and model placeholders.
jtchilders's Repositories
jtchilders/atlas-pointnet
applying pointnet to ATLAS data.
jtchilders/tensorflow_skeleton
A customizable Tensorflow skeleton complete with dataset placeholders and model placeholders.
jtchilders/Deep-Clustering-Network
PyTorch Implementation of "Towards K-Means-Friendly Spaces: Simultaneous Deep Learning and Clustering," Bo Yang et al., 2017.
jtchilders/llm_experimentation
Just me playing around with LLMs
jtchilders/python_tools
My Personal Collection of Python Tools
jtchilders/atlas_dgcnn
jtchilders/atlas_image_vae
A Variational Autoecoder for ATLAS images.
jtchilders/balsam
High throughput workflows and automation for HPC
jtchilders/balsamwebapp
jtchilders/daos_scripts
Some testing scripts for DAOS on ALCF systems
jtchilders/docker_image_recipes
DockerFile recipes for container construction
jtchilders/dpbench
Applications to evaluate Numba-DPPY
jtchilders/election_analysis
hobby tools for scraping election results
jtchilders/evgen_example
jtchilders/flopsMeasure
jtchilders/kmeans_pytorch
kmeans using PyTorch
jtchilders/kokkos_tools
A place for my Kokkos build scripts for various systems and apps
jtchilders/madgraph4gpu
GPU development for the Madgraph5 event generator software package
jtchilders/madgraph_kokkos_plugin
A Plugin for Kokkos in MG
jtchilders/madgraph_scaling
jtchilders/Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
jtchilders/pointnet_toy
A Toy PointNet model for profiling architectures.
jtchilders/PyModuleSnooper
use sitecustomize.py to snoop and log imported Python modules in an atexit() handler
jtchilders/python_kokkos_tests
Testing how pybind11 can work with Kokkos C++ code.
jtchilders/randles_esp
jtchilders/readthedocs_tutorial
jtchilders/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.
jtchilders/tensorflow
An Open Source Machine Learning Framework for Everyone
jtchilders/tf_mask_rcnn
An implementation of Mask RCNN model in tensorflow for car identification
jtchilders/user-guides
ALCF Systems User Documentation