Name: Kyle Cranmer
Type: User
Company: University of Wisconsin-Madison
Bio: Director of the Data Science Institute at the University of Wisconsin-Madison. Physics / Stats / Machine Learning / AI
Twitter: kylecranmer
Location: Madison, Wisconsin
Blog: theoryandpractice.org
Kyle Cranmer's Projects
active learning + reusable workflows + likelihood free inference
Ambient Fisher Information in the infinite spherical geometry of the space of all distributions.
website
Materials for the 2015 Astro Hack Week
Repository for the Astropy core package
A curated list of awesome high energy and particle physics software.
A list of awesome resources on normalizing flows.
Implementation and demonstration of backdrop in pytorch. Code and demonstration of GP dataset generator.
Binder metapackage for usage, docs, and chat
Python bindings for the C++14 Boost::Histogram library
Likelihood-free inference toolbox.
A Jekyll based academic website based on al-folio
My personal github page
Decouple and recouple.
Demo of recoupling a decoupled project. Effective likelihoods and template parametrizations are hosted on the web.
A subtle issue for expected contours
pelican based webpage for NYU experimental particle physics group
Fast approximate statistical tools for discovery and limits.
Proof of concept
Meeting repo for likelihood free inference meeting
Fast Gaussian Processes for regression
Reinforcement learning for clustering in Ginkgo
NYU project to simulate calorimeter readings from the Large Hadron Collider using neural networks