Benchmarks of Bayesian Nonparametric models in Turing and other PPLs
☆28Jul 18, 2024Updated last year
Alternatives and similar repositories for TuringBnpBenchmarks
Users that are interested in TuringBnpBenchmarks are comparing it to the libraries listed below
Sorting:
- A Julia package that provides (feedback) particle filters for nonlinear stochastic filtering and data assimilation problems☆12Mar 17, 2023Updated 3 years ago
- Couplings for Multinomial Hamiltonian Monte Carlo☆16Mar 3, 2025Updated last year
- Implementation of Bayesian Sum-Product Networks☆13May 19, 2020Updated 5 years ago
- Preheat your MCMC☆81Updated this week
- A Julia package for Flow-based sampling algorithm☆34Aug 10, 2024Updated last year
- Code for the paper Gaussian process behaviour in wide deep networks☆46Aug 14, 2018Updated 7 years ago
- Code and supplementary material for "Automatic Bayesian Density Analysis", AAAI 19☆20Nov 21, 2018Updated 7 years ago
- ExponentialFamily.jl is a Julia package that extends the functionality of Distributions.jl by providing a collection of exponential famil…☆14Feb 16, 2026Updated last month
- ☆17Jul 26, 2023Updated 2 years ago
- @yield-based syntax for iterating over collections—foldl for humans™☆25Jan 15, 2021Updated 5 years ago
- SossMLJ makes it easy to build MLJ machines from user-defined models from the Soss probabilistic programming language☆15Aug 31, 2025Updated 6 months ago
- Probabilistic Programming with Gaussian processes in Julia☆344Apr 1, 2025Updated 11 months ago
- ☆11Feb 9, 2026Updated last month
- Provides likelihood functions for Gaussian Processes.☆44Mar 6, 2026Updated 2 weeks ago
- Up or down? Maybe both?☆46Apr 16, 2025Updated 11 months ago
- ☆13Sep 14, 2021Updated 4 years ago
- Interactive textbook on state space models☆12Apr 11, 2022Updated 3 years ago
- Gaussian processes with spherical harmonic features in JAX☆15Aug 24, 2025Updated 6 months ago
- Turing + Makie = Turkie☆73Dec 15, 2025Updated 3 months ago
- Experiments with variational autoencoders in Julia☆17Sep 19, 2019Updated 6 years ago
- Julia implementation of elliptical slice sampling.☆16Dec 4, 2025Updated 3 months ago
- This is a read-only mirror of the CRAN R package repository. dlm — Bayesian and Likelihood Analysis of Dynamic Linear Models☆10Sep 22, 2024Updated last year
- Parallel on the ROCks☆18Aug 13, 2020Updated 5 years ago
- Implementation of variational Bayes inference algorithms☆105Mar 8, 2026Updated 2 weeks ago
- Implementations of the models from the Statistical Rethinking book with Turing.jl☆164Dec 6, 2025Updated 3 months ago
- ☆37Jan 20, 2022Updated 4 years ago
- Painless optimisation of constrained variables in AutoGrad, TensorFlow, PyTorch, and JAX☆23Mar 6, 2023Updated 3 years ago
- A Julia framework for invertible neural networks☆169Oct 1, 2025Updated 5 months ago
- Dynamically track IR as a graph, using source transformations☆32Mar 3, 2025Updated last year
- Taylor moment expansion in Python (JaX and SymPy) and Matlab☆11Nov 26, 2024Updated last year
- Visualize neural networks using TikZ in Julia☆15Jan 29, 2025Updated last year
- Repository for B0M36SPJ☆92Dec 18, 2025Updated 3 months ago
- Inference Combinators in JAX☆52May 17, 2025Updated 10 months ago
- ☆13Apr 20, 2023Updated 2 years ago
- Functionality for diagnosing samples generated using Markov Chain Monte Carlo.☆19Mar 15, 2026Updated last week
- LogDensityProblems implementation for Stan models☆18Jan 2, 2026Updated 2 months ago
- Stochastic Gradient Markov Chain Monte Carlo and Optimisation☆17Mar 21, 2017Updated 9 years ago
- Gaussian Process package based on data augmentation, sparsity and natural gradients☆137Apr 8, 2024Updated last year
- The source code is related to our work- Shreyas Seshadri, Ulpu Remes and Okko Rasanen: "Dirichlet process mixture models for clustering i…☆10Aug 18, 2017Updated 8 years ago