duvenaud

University of Toronto

Pinned Repositories

additive-gps
Source for experiments in the Additive Gaussian process paper, as well as extensions relating to dropout.
Language:MATLAB21 3 010
deep-limits
Repo for a paper about constructing priors on very deep models.
Language:TeX69 5 438
harlemcmc-shake
Code to produce demos of Metroplis-Hastings and Hamiltonian Monte Carlo samplers.
Language:MATLAB35 7 05
herding-paper
Optimally-weighted herding is Bayesian Quadrature
Language:TeX16 3 03
jaxde
Prototypes of differentiable differential equation solvers in JAX.
Language:Python27 6 22
learn-discrete
Graduate topics course on learning discrete latent structure.
Language:TeX66 11 09
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
Language:TeX173 13 146
relax
Optimizing control variates for black-box gradient estimation
Language:Python159 22 430
warped-mixtures
Code for density estimation with nonparametric cluster shapes.
Language:MATLAB38 5 14
autograd
Efficiently computes derivatives of numpy code.
Language:Python6.8k 219 393898

duvenaud's Repositories

duvenaud/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
Language:TeX173 13 146
duvenaud/relax
Optimizing control variates for black-box gradient estimation
Language:Python159 22 430
duvenaud/deep-limits
Repo for a paper about constructing priors on very deep models.
Language:TeX69 5 438
duvenaud/learn-discrete
Graduate topics course on learning discrete latent structure.
Language:TeX66 11 09
duvenaud/warped-mixtures
Code for density estimation with nonparametric cluster shapes.
Language:MATLAB38 5 14
duvenaud/harlemcmc-shake
Code to produce demos of Metroplis-Hastings and Hamiltonian Monte Carlo samplers.
Language:MATLAB35 7 05
duvenaud/jaxde
Prototypes of differentiable differential equation solvers in JAX.
Language:Python27 6 22
duvenaud/additive-gps
Source for experiments in the Additive Gaussian process paper, as well as extensions relating to dropout.
Language:MATLAB21 3 010
duvenaud/herding-paper
Optimally-weighted herding is Bayesian Quadrature
Language:TeX16 3 03
duvenaud/hierarchical-kernels
Kernels for Bayesian Optimization in Conditional Parameter Spaces
Language:TeX8 7 03
duvenaud/jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Language:Python2 2 01
duvenaud/dex-lang
Research language for array processing in the Haskell/ML family
Language:Haskell1 1 0
duvenaud/jsc370.github.io
Course Website
Language:HTML1 1 0
duvenaud/warped-censor
Code for inference in a GPLVM with data-dependent non-response.
Language:MATLAB1 4 02

duvenaud

Pinned Repositories

additive-gps

deep-limits

harlemcmc-shake

herding-paper

jaxde

learn-discrete

phd-thesis

relax

warped-mixtures

autograd

duvenaud's Repositories

duvenaud/phd-thesis

duvenaud/relax

duvenaud/deep-limits

duvenaud/learn-discrete

duvenaud/warped-mixtures

duvenaud/harlemcmc-shake

duvenaud/jaxde

duvenaud/additive-gps

duvenaud/herding-paper

duvenaud/hierarchical-kernels

duvenaud/jax

duvenaud/dex-lang

duvenaud/jsc370.github.io

duvenaud/warped-censor