David Duvenaud's repositories
phd-thesis
I am in [research] stepped in so far that, should I wade no more, Returning were as tedious as go o'er. -MacBeth
deep-limits
Repo for a paper about constructing priors on very deep models.
learn-discrete
Graduate topics course on learning discrete latent structure.
warped-mixtures
Code for density estimation with nonparametric cluster shapes.
harlemcmc-shake
Code to produce demos of Metroplis-Hastings and Hamiltonian Monte Carlo samplers.
additive-gps
Source for experiments in the Additive Gaussian process paper, as well as extensions relating to dropout.
herding-paper
Optimally-weighted herding is Bayesian Quadrature
hierarchical-kernels
Kernels for Bayesian Optimization in Conditional Parameter Spaces
jsc370.github.io
Course Website
warped-censor
Code for inference in a GPLVM with data-dependent non-response.