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bayes-tutorial

Resources for Introduction to Bayes Workshops

bda3

Selected worked examples from Andrew Gelman's Bayesian Data Analysis 3rd Edition

burgerseqmodel

A Burger's Equation Modeling Project

emukit

A Python-based toolbox of various methods in uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.

eos_maker

Stripped down version of "https://github.com/Duke-QCD/hic-eventgen" used to generate equation of state matching lattice to a hadron resonance gas

erdio-dev

Erdos project development directory

frzout-for-eos

Particlization model for relativistic heavy-ion collisions

ganland

Exploring Generative Adversarial Networks

hadronic_afterburner_toolkit

This program computes the particle pair HBT correlation from Monte-Carlo samples of emitted particles

is3d

This code can read in a freeze out surface from 2+1D or 3+1D viscous hydro codes (cpu-vh, gpu-vh) or viscous anisotropic hydro codes (cpu-vah) and calculate 3D particle spectra. It can perform numerical integration to find the smooth particle spectra, or perform sampling for a particle list. It is accelerated via OpenMP and CUDA.

joint-travel-time

Driving time maps are everywhere. But what if you want to optimize driving time to two locations?

js-sims-bayes

Bayesian parameter estimation for relativistic heavy-ion collisions

julia-sandbox

Sandbox for Julia projects

llm-sandbox

Exploring LLMs from documentation and toy models to more complex use cases

ml-from-scratch-seminar

This repository is part of a "Machine Learning from Scratch" seminar at Harvard Medical School.

mlflow-examples

Brief examples of autologging in mflow to demonstrate ease of use for bayesian applications in physics

mrhheffernan.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

music-1

This is the official code repository for MUSIC, a (3+1)D hydrodynamic code package for relativistic heavy-ion collisions

npdictionary

In-house dictionary for new graduate students

physics-8805

Materials for Physics 8805 at Ohio State University: "Learning from data: Bayesian methods and (some) machine learning"

python-scripts

Python example scripts and useful functions

pythonheatmap

Personal heatmaps for GPS data from Strava, Garmin Connect, and Polar.

stat_model_surrogates

urqmd-afterburner

UrQMD tailored for use as a hadronic afterburner