matejbalog / mondrian-kernel
The Mondrian kernel is a random feature approximation to the Laplace kernel allowing fast kernel width selection.
☆13Updated 8 years ago
Alternatives and similar repositories for mondrian-kernel:
Users that are interested in mondrian-kernel are comparing it to the libraries listed below
- Library of composable generative population models which serve as the modeling and inference backend of BayesDB.☆25Updated 8 months ago
- "Discontinuous Hamiltonian Monte Carlo for sampling discrete parameters" by Akihiko Nishimura, David Dunson, Jianfeng Lu☆27Updated 6 years ago
- Particle Gibbs for Bayesian Additive Regression Trees☆32Updated 9 years ago
- Python package for inference with Gaussian processes☆11Updated 10 years ago
- ☆11Updated last year
- ☆32Updated 4 years ago
- Code for AutoGP☆26Updated 5 years ago
- Software for learning sparse Bayesian networks☆43Updated 4 years ago
- Unbiased Markov chain Monte Carlo with couplings☆29Updated 2 years ago
- A Python library for reinforcement learning using Bayesian approaches☆54Updated 9 years ago
- Recognizing and exploiting conjugacy without a domain-specific language☆36Updated 5 years ago
- Edward content including papers, posters, and talks☆91Updated 4 years ago
- Pyro models and misc examples.☆19Updated 3 years ago
- Stochastic Gradient MCMC algorithms implemented in theano (and autograd)☆10Updated 8 years ago
- Matlab code implementing Minimum Probability Flow Learning.☆68Updated 10 years ago
- Automatic Reparameterisation of Probabilistic Programs☆36Updated 4 years ago
- Automatic Discovery of the Statistical Types of Variables in a Dataset☆23Updated 6 years ago
- Fastidious accounting of entropy streams into and out of optimization and sampling algorithms.☆32Updated 8 years ago
- Temporally-reweighted Chinese restaurant process mixture models for multivariate time series☆37Updated last year
- HTTP interface to Stan, a package for Bayesian inference.☆40Updated last month
- Prototypes of differentiable differential equation solvers in JAX.☆27Updated 5 years ago
- Implicit generative models and related stuff based on the MMD, in PyTorch☆16Updated 4 years ago
- Code repository for the generalized Galton board example in the paper "Mining gold from implicit models to improve likelihood-free infere…☆33Updated 5 years ago
- Code and text for our NIPS 2015 paper on linear response variational Bayes☆19Updated 7 years ago
- My PhD Thesis☆22Updated 8 years ago
- General Latent Feature Modeling for Heterogeneous data☆48Updated last year
- Structure learning for sparse graphs with latent variables☆45Updated 8 years ago
- Stochastic Gradient Riemannian Langevin Dynamics☆33Updated 9 years ago
- Probabilistic Programming eXecution protocol (PPX)☆74Updated 3 years ago
- Library for Multi-Armed Bandit Algorithms☆57Updated 7 years ago