Bayesian state-space modelling on high-performance hardware, including multicore, GPUs and distributed clusters.
☆104Sep 12, 2023Updated 2 years ago
Alternatives and similar repositories for LibBi
Users that are interested in LibBi are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Source code and data for the tutorial: "Getting started with particle Metropolis-Hastings for inference in nonlinear models"☆28Apr 1, 2019Updated 6 years ago
- A probabilistic programming language that combines automatic differentiation, automatic marginalization, and automatic conditioning withi…☆121Jan 31, 2025Updated last year
- A light interface to serial and multi-threaded Sequential Monte Carlo☆32Dec 15, 2021Updated 4 years ago
- Fork of Enzyme to work on Reverse-Mode Differentiation at the MLIR-level.☆11Apr 23, 2023Updated 2 years ago
- Points of Significance: Modeling infectious epidemics☆12Oct 31, 2024Updated last year
- Automatically exported from code.google.com/p/py-smc2☆14Jun 15, 2015Updated 10 years ago
- Uniform sampling on various geometric shapes☆10Jul 18, 2023Updated 2 years ago
- Self-tuning HMC algorithms and evaluations☆18Oct 10, 2024Updated last year
- Hidden Markov Models applied to basketball player tracking data☆18Oct 5, 2019Updated 6 years ago
- The base NIMBLE package for R☆191Feb 26, 2026Updated 3 weeks ago
- Automatic Reparameterisation of Probabilistic Programs☆36Jun 11, 2020Updated 5 years ago
- Estimate epidemiological quantities from repeated cross-sectional prevalence measurements☆17Nov 10, 2023Updated 2 years ago
- Sequential Monte Carlo in python☆489Feb 19, 2026Updated last month
- Material do curso de text mining para cientistas sociais do CPDOC☆12May 8, 2025Updated 10 months ago
- GPU accelerated particle filter☆13Apr 28, 2021Updated 4 years ago
- R package that provides an implementation of the generic adaptive Monte Carlo Markov chain sampler proposed by Vihola (2011).☆10Jan 29, 2024Updated 2 years ago
- cheat sheet for common Stan and RStan commands☆17Mar 4, 2018Updated 8 years ago
- Materials for the course on Bayesian model building run at Second Faculty of Medicine at Charles University in Prague☆11May 6, 2024Updated last year
- Implementation of advanced Sequential Monte Carlo and particle MCMC algorithms☆63Feb 22, 2026Updated last month
- Implementation of various algorithms in the Nested Sequential Monte Carlo family of methods.☆14Sep 9, 2015Updated 10 years ago
- ☆62Mar 10, 2026Updated 2 weeks ago
- A fast and furious domain-specific language for variational inference in Julia.☆36Mar 4, 2017Updated 9 years ago
- Stan models for state space time series☆146Jul 3, 2017Updated 8 years ago
- Tools for simulating and graphing results from proportional hazards survival models.☆14Feb 6, 2026Updated last month
- Bayesian Modelling in Epidemiology Case Line Lists☆14Oct 7, 2025Updated 5 months ago
- State space models (dynamic linear models, hidden Markov models) implemented in Stan.☆49May 26, 2018Updated 7 years ago
- Repository to the R package nowcaster, nowcasting with INLA☆23Sep 20, 2025Updated 6 months ago
- A streaming cross-cat inference engine☆20Mar 27, 2024Updated last year
- Particle filtering and sequential parameter inference in Python☆83Apr 22, 2023Updated 2 years ago
- Forecast Combination in R☆28Aug 3, 2018Updated 7 years ago
- Reduced-Rejection-Rate Monte Carlo for Ising spin models☆18Mar 16, 2022Updated 4 years ago
- Bayesian data analysis using historical data☆15Nov 14, 2025Updated 4 months ago
- Case studies on model assessment, model selection and inference after model selection☆170Jan 9, 2024Updated 2 years ago
- Bayesian Inference of State Space Models☆49Sep 24, 2025Updated 6 months ago
- A 3.5 hour introduction to basic shell and git/GitHub workflow for ACMES researchers.☆27Apr 23, 2019Updated 6 years ago
- Converting base R code to Armadillo code for use with RcppArmadillo or for external programs (e.g. Matlab, Mathematica, ...)☆30Nov 14, 2023Updated 2 years ago
- Package implementing common state-space routines.☆86Oct 8, 2025Updated 5 months ago
- Code for effectively dealing with running CmdStan... from R.... because reasons...☆13Jun 17, 2022Updated 3 years ago
- Protocol buffers support for Smalltalk☆14Mar 17, 2020Updated 6 years ago