Tom Loredo's Projects
AAIS paper for ExoPlanet Detection
Example of PyStan use for AAS227 astrostatistics splinter session
Content for a workshop on hierarchical modeling of cosmic populations at AAS 231 (Jan 2018, DC)
Content for a workshop on time series data analysis at AAS 237, Jan 2021
Bayesian Atmospheric Radiative Transfer fitting code
Python package providing persistant local access to BATSE GRB data hosted at the CGRO SSC
Basic Python implementation of the break-by-one gamma distribution, a proper, tractable generalization of the Schechter function
Resources for BDA course, Lab04
Repo for practicing git
Python code for the 2016 Bayesian Bootcamp at Cornell
Routines for using CUDA to perform MCMC Sampling of Hierarchical Models with GPUs.
Bayesian droplets for GRB light curves - methodology paper
Repository for the 17th AAS HEAD Meeting Special Session on Time Series Exploration, Monterey CA, March 2019
The missing package manager for OS X.
Tom Loredo's brew-installed tools
Versioned formulae for the Homebrew package manager
Python modules for statistical inference, including the Parametric Inference Engine (PIE)
Resources for BDA Lab 06
Resources for a slightly wacky coin flipping exercise involving Bayesian multilevel modeling with PyStan
Code to produce figures from Loredo & Wolpert (2024), "Bayesian inference: More than Bayes's theorem"
Incremental Faint Object Detection in Multi-Epoch Observations (Budavari, Szalay, Loredo 2016)
Testing use of a Jupyter notebook as a README, for GitHub math rendering (it fails!)
Python module and demo notebook for building PMFs from PDFs and generating random PMFs