Beast code in Giters

David Duvenaud's repositories

I am in [research] stepped in so far that, should I wade no more, Returning were as tedious as go o'er. -MacBeth

Language:TeX172 13 1

Optimizing control variates for black-box gradient estimation

Language:Python159 22 4

Repo for a paper about constructing priors on very deep models.

Language:TeXMIT69 5 4

Graduate topics course on learning discrete latent structure.

Language:TeX66 110

Code for density estimation with nonparametric cluster shapes.

Language:MATLAB38 5 1

Code to produce demos of Metroplis-Hastings and Hamiltonian Monte Carlo samplers.

Language:MATLABGPL-3.035 70

Prototypes of differentiable differential equation solvers in JAX.

Language:Python27 6 2

Source for experiments in the Additive Gaussian process paper, as well as extensions relating to dropout.

Language:MATLABGPL-2.021 30

Optimally-weighted herding is Bayesian Quadrature

Language:TeXMIT16 30

Kernels for Bayesian Optimization in Conditional Parameter Spaces

Language:TeX8 70

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Language:PythonApache-2.02 20

Research language for array processing in the Haskell/ML family

Language:HaskellBSD-3-Clause1 10

Course Website

Language:HTML1 10

Code for inference in a GPLVM with data-dependent non-response.

Language:Matlab1 40