beamandrew / HMC_GPULinks
Code to accompany the paper "Fast Hamiltonian Monte Carlo Using GPU Computing"
☆35Updated 8 years ago
Alternatives and similar repositories for HMC_GPU
Users that are interested in HMC_GPU are comparing it to the libraries listed below
Sorting:
- Bayesian state-space modelling on high-performance hardware, including multicore, GPUs and distributed clusters.☆101Updated 2 years ago
- Open Data Science☆33Updated 9 months ago
- ABCpy package☆116Updated last year
- This repository houses the code for the community website http://www.probabilistic-numerics.org☆36Updated 5 years ago
- A Visual Exploration of Gaussian Processes☆105Updated 2 years ago
- "Discontinuous Hamiltonian Monte Carlo for sampling discrete parameters" by Akihiko Nishimura, David Dunson, Jianfeng Lu☆28Updated 7 years ago
- Automatic Reparameterisation of Probabilistic Programs☆36Updated 5 years ago
- ELFI - Engine for Likelihood-Free Inference☆277Updated 4 months ago
- Pareto smoothed importance sampling (PSIS) and PSIS leave-one-out cross-validation for Python and Matlab/Octave☆77Updated last year
- RSVDPACK: Implementations of fast algorithms for computing the low rank SVD, interpolative and CUR decompositions of a matrix, using ran…☆93Updated 2 years ago
- Low rank adaptation of covariance matrices for nuts sampling in pymc3☆15Updated 3 years ago
- Simulation based calibration and generation of synthetic data.☆55Updated last week
- Fast C code for sampling Polya-gamma random variates. Builds on Jesse Windle's BayesLogit library.☆83Updated 5 years ago
- ☆19Updated 9 years ago
- Bayesian Regression Models in Pyro☆72Updated last year
- GURLS: a Least Squares Library for Supervised Learning☆62Updated 9 years ago
- A Python package for Approximate Bayesian Computation☆38Updated 9 years ago
- Source code and data for the tutorial: "Getting started with particle Metropolis-Hastings for inference in nonlinear models"☆28Updated 6 years ago
- ☆99Updated 7 years ago
- A Mathematica package to interact with CmdStan☆27Updated last year
- ☆15Updated 8 years ago
- Code to produce demos of Metroplis-Hastings and Hamiltonian Monte Carlo samplers.☆36Updated 11 years ago
- changepoint detection for Bayesian models☆21Updated 10 years ago
- Bayesian inference for a logistic regression model in various languages☆42Updated 2 years ago
- Somewhat fast updating and downdating of Cholesky factors in Python☆33Updated 2 years ago
- Gaussian process regression demo in Javascript☆36Updated 8 years ago
- Modular Probabilistic Programming on MXNet☆104Updated 2 years ago
- active learning + reusable workflows + likelihood free inference☆61Updated 8 years ago
- Canonical Correlation Forests☆21Updated 7 years ago
- Bayesian Data Analysis demos for Matlab/Octave☆64Updated 5 years ago