matejbalog / mondrian-kernelLinks
The Mondrian kernel is a random feature approximation to the Laplace kernel allowing fast kernel width selection.
☆12Updated 9 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:
- Automatic Reparameterisation of Probabilistic Programs☆36Updated 5 years ago
- Library of composable generative population models which serve as the modeling and inference backend of BayesDB.☆25Updated last year
- Temporally-reweighted Chinese restaurant process mixture models for multivariate time series☆37Updated last year
- Bayesian Regression Models in Pyro☆72Updated last year
- Generalized lasso implementations☆46Updated 11 months ago
- ☆12Updated 2 years ago
- "Discontinuous Hamiltonian Monte Carlo for sampling discrete parameters" by Akihiko Nishimura, David Dunson, Jianfeng Lu☆28Updated 7 years ago
- Automatic Discovery of the Statistical Types of Variables in a Dataset☆23Updated 7 years ago
- Draft introduction to probability and inference aimed at the Stan manual.☆85Updated 9 years ago
- Pyro models and misc examples.☆19Updated 4 years ago
- Unbiased Markov chain Monte Carlo with couplings☆30Updated 3 years ago
- Particle Gibbs for Bayesian Additive Regression Trees☆33Updated 10 years ago
- ☆33Updated 5 years ago
- sgmcmc: a stochastic gradient MCMC package for R☆30Updated 4 years ago
- General Latent Feature Modeling for Heterogeneous data☆50Updated last year
- Bayesian state-space modelling on high-performance hardware, including multicore, GPUs and distributed clusters.☆102Updated 2 years ago
- Dependent multinomials made easy: stick-breaking with the Pólya-gamma augmentation☆61Updated 4 years ago
- HTTP interface to Stan, a package for Bayesian inference.☆41Updated 7 months ago
- Julia package for Bayesian mixture models☆28Updated 4 years ago
- Decorator for PyMC3☆50Updated 4 years ago
- Implementation of various algorithms in the Nested Sequential Monte Carlo family of methods.☆14Updated 10 years ago
- A Bayesian latent tree model of high-dimensional heterogeneous data☆23Updated 8 years ago
- CausalFX R Package☆13Updated 10 years ago
- Repository for code/examples/instructions for the MIT course 15.S60 "Software Tools for Operations Research"☆25Updated 11 years ago
- ☆41Updated 7 years ago
- ☆99Updated 7 years ago
- ☆19Updated 9 years ago
- The holdout randomization test: feature selection using black box predictive models☆22Updated 4 years ago
- Recognizing and exploiting conjugacy without a domain-specific language☆36Updated 5 years ago
- This repository holds all course materials for the fall 2016 offering of Statistics 238 (Bayesian Statistics) at UC Berkeley.☆30Updated 8 years ago