zoj613 / polyagammaLinks
An efficient and flexible sampler of the Pólya-Gamma distribution with a NumPy/SciPy compatible interface.
☆25Updated 2 months ago
Alternatives and similar repositories for polyagamma
Users that are interested in polyagamma are comparing it to the libraries listed below
Sorting:
- AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.☆39Updated last year
- Automatic Reparameterisation of Probabilistic Programs☆36Updated 5 years ago
- Pareto smoothed importance sampling (PSIS) and PSIS leave-one-out cross-validation for Python and Matlab/Octave☆77Updated last year
- Simulation based calibration and generation of synthetic data.☆53Updated last week
- An HMC/NUTS implementation in Aesara☆32Updated 2 years ago
- "Discontinuous Hamiltonian Monte Carlo for sampling discrete parameters" by Akihiko Nishimura, David Dunson, Jianfeng Lu☆27Updated 6 years ago
- A simple library to run variational inference on Stan models.☆32Updated 2 years ago
- Tools for an Aesara-based PPL.☆65Updated 7 months ago
- A lightweight and performant implementation of HMC and NUTS in Python, spun out of the PyMC project.☆57Updated 11 months ago
- Bayesian Regression Models in Pyro☆72Updated 11 months ago
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆104Updated last year
- ☆12Updated 3 years ago
- Efficient, lightweight variational inference and approximation bounds☆43Updated last year
- Unbiased MCMC with couplings☆19Updated 5 years ago
- Bayesian inference and posterior analysis for Python☆44Updated last year
- ☆15Updated 2 months ago
- Source repository for the online book Exploratory Analysis of Bayesian Models.☆24Updated last week
- Solve ODEs fast, with support for PyMC☆114Updated last year
- Tutorials and sampling algorithm comparisons☆75Updated this week
- Database with posteriors of interest for Bayesian inference☆202Updated 2 weeks ago
- Exponential families for JAX☆71Updated this week
- Sampling with Blackjax on Aesara☆11Updated 2 years ago
- An ultra-lightweight JAX implementation of sparse Gaussian processes via pathwise sampling.☆22Updated 4 years ago
- Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.☆62Updated last year
- A generic interface for linear algebra backends☆73Updated 3 months ago
- Fast C code for sampling Polya-gamma random variates. Builds on Jesse Windle's BayesLogit library.☆82Updated 5 years ago
- All things Monte Carlo, written in JAX.☆31Updated 2 years ago
- ABCpy package☆114Updated last year
- A Python toolkit for (simulation-based) inference and the mechanization of science.☆53Updated 3 years ago
- Benchmarks of Bayesian Nonparametric models in Turing and other PPLs☆28Updated 11 months ago