naesseth / nestedsmc
Implementation of various algorithms in the Nested Sequential Monte Carlo family of methods.
☆14Updated 9 years ago
Alternatives and similar repositories for nestedsmc:
Users that are interested in nestedsmc are comparing it to the libraries listed below
- Python package for inference with Gaussian processes☆11Updated 9 years ago
- This repository houses the code for the community website http://www.probabilistic-numerics.org☆35Updated 4 years ago
- Reducing Reparameterization Gradient Variance code.☆33Updated 7 years ago
- ☆12Updated 7 years ago
- A Bayesian latent tree model of high-dimensional heterogeneous data☆23Updated 7 years ago
- Stochastic Gradient Riemannian Langevin Dynamics☆33Updated 9 years ago
- ☆11Updated last year
- Repo for a paper about constructing priors on very deep models.☆72Updated 8 years ago
- "Discontinuous Hamiltonian Monte Carlo for sampling discrete parameters" by Akihiko Nishimura, David Dunson, Jianfeng Lu☆27Updated 6 years ago
- Fastidious accounting of entropy streams into and out of optimization and sampling algorithms.☆32Updated 8 years ago
- Notes from Simons Institute program "Foundations of Machine Learning"☆13Updated 7 years ago
- Software for learning sparse Bayesian networks☆43Updated 4 years ago
- Code for Kernel Adaptive Metropolis-Hastings☆33Updated 10 years ago
- Code for NIPS 2015 "Gradient-Free Hamiltonian Monte Carlo via Effecient Kernel Exponential Families"☆25Updated 6 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
- experiments with cellular automata☆11Updated 6 years ago
- Langevin Incremental Mixture Importance Sampling☆8Updated 7 years ago
- Repository of models in Pyro☆29Updated 5 months ago
- my PhD thesis on Bayesian inference☆27Updated 11 years ago
- Conditional trees☆12Updated 11 years ago
- Bayesian Poisson Tucker decomposition☆17Updated 7 years ago
- NeurIPS 2018. Linear-time model comparison tests.☆18Updated 4 years ago
- Automatic Reparameterisation of Probabilistic Programs☆36Updated 4 years ago
- Code for AutoGP☆26Updated 5 years ago
- Code and text for our NIPS 2015 paper on linear response variational Bayes☆19Updated 7 years ago
- ☆14Updated 9 years ago
- ☆11Updated 8 years ago
- ProBO: Versatile Bayesian Optimization Using Any Probabilistic Programming Language☆16Updated 5 years ago