matthewfeickert/talk-AML-pyhf

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Created over 6 years ago
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matthewfeickert/talk-AML-pyhf

matthewfeickert

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Talk at the ATLAS Machine Learning Forum on pyhf

Docker-Python3-Ubuntu

Dockerfile for image built off Ubuntu 20.04 containing Python 3.10 (3.6, 3.7, 3.8, 3.9) built from source

Statistics-Notes

Personal notes on statistics with a focus on applications to experimental high energy physics

Jupyter Notebook

R-in-Jupyter-with-Binder

Example of how to use R in Jupyter notebooks and make compatible with Binder

Jupyter Notebook

intro-to-docker

An opinionated introduction to using Docker as a software development tool

nvidia-gpu-ml-library-test

Simple tests for JAX, PyTorch, and TensorFlow to test if the installed NVIDIA drivers are being properly picked up

papervis

Visualize the paper writing process through your Git commit history

git-basics

Some examples of how to do some core things in Git

SciPy2019-Poster

Poster on pyhf for the SciPy 2019 poster session

talk-doepy-python-exchange-2022

Talk at the DOEPy Python Exchange on June 29, 2022

pyhep-notebook-talk-example

Example repository structure for a PyHEP style "notebook talk"

Jupyter Notebook

cvmfs-venv

Example implementation of getting a Python virtual environment to work with CVMFS LCG views

feickert-thesis

Matthew Feickert's Ph.D. Thesis

tikz-physics

A collection of TikZ examples for particle physics related images

pythia-python

Pythia 8 Docker image with Python 3 and the HEP simulation stack

venv-activate

Bash creation and tab completion of activation of Python virtual environments

hep-simulation-stack

Many HEP simulation tools in one image

maxborn

Python visualization library for high energy physics inspired by seaborn

python3-scipy-alpine

Python3.7 with SciPy built on Alpine

mermaid-CLI

Docker image with headless mermaid JS and mermaid CLI

jax-exploration

Explorations in self learning of JAX

Jupyter Notebook

cuda-tf-torch

An Ubuntu 18.04 NVIDIA Docker image with CUDA 10.1 CuDNN 7 with TensorFlow and PyTorch

talk-SciPy-2020

Talk on pyhf at the 2020 SciPy Conference

heputils

Helper utilities around the Scikit-HEP ecosystem for common tasks in HEP

docker-python-template

Example repository to refine a Dockerfile for complicated multistage builds that gives control of a default Python virtual environment to a default non-root user

pyenv-virtualenv-conda-example

Example Docker image with pyenv controlling virtualenv and miniconda Python virtual environments

ansatz

A physics Python library

dotfiles

Dotfiles for my Ubuntu machines

ROOT-build-recipes

Recipes for building releases of ROOT with Python 3 from pyenv

example-nightly-wheels

Example gha to port over to scientific-python later

Python-library-template

A template repository for a modern Python library

coffee-setup

Matthew's daily coffee setup

talk-CSS-template

A CSS template for producing talks for online viewing

skopeo-docker

Docker image built FROM golang:latest with skopeo installed

Jupyter-Notebook-Basics

Some examples of how to do some core things in Jupyter

Jupyter Notebook

pyhf-funcX-CHEP-2021-proposal

Proposal for CHEP 2021 on scaling fitting workflows with pyhf and funcX

talk-analysis-ecosystems-workshop-2022

Talk on analysis user experience with the Python HEP ecosystem at the Analysis Ecosystems 2022 Workshop