FunMC: A functional API for building Markov Chains

14 January 2020

Papers citing "FunMC: A functional API for building Markov Chains"

4 / 4 papers shown

Title
tfp.mcmc: Modern Markov Chain Monte Carlo Tools Built for Modern Hardware Junpeng Lao Christopher Suter I. Langmore C. Chimisov A. Saxena Pavel Sountsov Dave Moore Rif A. Saurous Matthew D. Hoffman Joshua V. Dillon 43 30 0 04 Feb 2020
Pyro: Deep Universal Probabilistic Programming Eli Bingham Jonathan P. Chen M. Jankowiak F. Obermeyer Neeraj Pradhan Theofanis Karaletsos Rohit Singh Paul A. Szerlip Paul Horsfall Noah D. Goodman BDL GP 90 1,043 0 18 Oct 2018
TensorFlow Distributions Joshua V. Dillon I. Langmore Dustin Tran E. Brevdo Srinivas Vasudevan David A. Moore Brian Patton Alexander A. Alemi Matt Hoffman Rif A. Saurous GP 84 349 0 28 Nov 2017
The No-U-Turn Sampler: Adaptively Setting Path Lengths in Hamiltonian Monte Carlo Matthew D. Hoffman Andrew Gelman 128 4,275 0 18 Nov 2011