Steve Farrell's Projects
Shallow classifier model results for ACAT 2017 paper: Deep Neural Networks for Physics Analysis on low-level whole-detector data at the LHC
My material for the AGU19 deep learning tutorial
PyTorch Tutorial - Workshop at the AMLD 2020
A package for testing configuration upgrade ideas for ASG in ATLAS.
ATLAS low-level whole-detector GAN
Deep Learning for Atlas
ATLAS Deep Learning code
Personal/research web page
Reference implementation for the climate segmentation benchmark, based on the Exascale Deep Learning for Climate Analytics work
Examples for interactive distributed machine learning on the Cori supercomputer
Scripts/Benchmarks for Running Tensorflow Distributed on Cori
Benchmark implementation of CosmoFlow in TensorFlow Keras
Assignments for Coursera Heterogeneous Parallel Programming Course
Simple RootCore example package for playing with CP tools in the ATLAS Run-2 performance kickstart meeting at LBNL.
This repo hosts the Data Analytics Tutorial for CUG 2019
Assignments for the Udacity Deep Learning with TensorFlow course
Official TensorFlow 2.0 tutorial notebooks for the Deep Learning for Science School at LBNL
Docker image with ASG AnalysisBase release
Docker container setup for ATLAS athena master nightly installation
A basic docker image specification made from CERN CentOS 7 with some additional installations for ATLAS analysis software
CERN CentOS 7 with additional deps for ATLAS analysis software (e.g. gcc)
Basic Ubuntu docker image with additional requirements like gcc49
Docker image with ROOT based on my ubuntu-dev image
A package to maintain my unix config files across various systems
Performance testing suite for the xAOD Egamma CP tools
Fair Universe Toy repo
Performance studies of G4Hive (a.k.a. G4AtlasMT)