matejbalog / mondrian-kernelLinks
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
Sorting:
- Library of composable generative population models which serve as the modeling and inference backend of BayesDB.☆25Updated 11 months ago
- Python package for inference with Gaussian processes☆11Updated 10 years ago
- A Bayesian latent tree model of high-dimensional heterogeneous data☆23Updated 7 years ago
- ☆32Updated 4 years 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 10 years ago
- Bayesian Regression Models in Pyro☆72Updated 11 months ago
- Automatic Reparameterisation of Probabilistic Programs☆36Updated 5 years ago
- ☆12Updated last year
- Homegrown analysis of Prospect Theory: Math, turkers and python =)☆33Updated 10 years ago
- Generalized lasso implementations☆46Updated 8 months ago
- A Julia framework for probabilistic graphical models.☆53Updated 5 years ago
- Modeling agents with probabilistic programs☆67Updated 5 years ago
- CausalFX R Package☆13Updated 10 years ago
- Decorator for PyMC3☆50Updated 4 years ago
- Stochastic Gradient MCMC algorithms implemented in theano (and autograd)☆10Updated 8 years ago
- Variational Fourier Features☆86Updated 4 years ago
- Nonparametric Active Sampling☆11Updated 6 years ago
- Pyro models and misc examples.☆19Updated 4 years ago
- Stochastic Gradient Riemannian Langevin Dynamics☆33Updated 10 years ago
- General Latent Feature Modeling for Heterogeneous data☆49Updated last year
- Automatic Discovery of the Statistical Types of Variables in a Dataset☆23Updated 7 years ago
- Fast C code for sampling Polya-gamma random variates. Builds on Jesse Windle's BayesLogit library.☆82Updated 5 years ago
- HTTP interface to Stan, a package for Bayesian inference.☆40Updated 4 months ago
- Implicit generative models and related stuff based on the MMD, in PyTorch☆16Updated 4 years ago
- A Python library for reinforcement learning using Bayesian approaches☆54Updated 10 years ago
- Open Data Science☆33Updated 6 months ago
- Code for AutoGP☆27Updated 5 years ago
- Temporally-reweighted Chinese restaurant process mixture models for multivariate time series☆37Updated last year
- Implementation of an algorithm for Markov chain Monte Carlo with data subsampling☆32Updated 9 years ago