justindomke / pangolinLinks
probabilistic programming focused on fun
☆46Updated last month
Alternatives and similar repositories for pangolin
Users that are interested in pangolin are comparing it to the libraries listed below
Sorting:
- Inference Combinators in JAX☆52Updated 6 months ago
- Tutorials and sampling algorithm comparisons☆79Updated this week
- Tools for an Aesara-based PPL.☆67Updated last year
- State of the art inference for your bayesian models.☆231Updated 7 months ago
- AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.☆39Updated 2 years ago
- A simple library to run variational inference on Stan models.☆33Updated 2 years ago
- Bayesian inference and posterior analysis for Python☆46Updated last year
- A generic interface for linear algebra backends☆75Updated 2 weeks ago
- Bayesian Regression Models in Pyro☆73Updated last year
- Bayesian inference for a logistic regression model in various languages☆43Updated 2 years ago
- Efficient, lightweight variational inference and approximation bounds☆45Updated last month
- A Simple Statistical Distribution Library in JAX☆16Updated last year
- Exponential families for JAX☆75Updated last month
- Step size adaptation for the No-U-Turn Sampler☆26Updated last week
- An HMC/NUTS implementation in Aesara☆31Updated 2 years ago
- ☆16Updated 7 months ago
- An ultra-lightweight JAX implementation of sparse Gaussian processes via pathwise sampling.☆22Updated 4 years ago
- Course materials of "Bayesian Modelling and Probabilistic Programming with Numpyro, and Deep Generative Surrogates for Epidemiology"☆70Updated 9 months ago
- An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".☆24Updated last year
- Simulation based calibration and generation of synthetic data.☆57Updated 3 weeks ago
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆105Updated 2 years ago
- An introduction to functional programming for scalable statistical computing☆77Updated last year
- Database with posteriors of interest for Bayesian inference☆211Updated 3 months ago
- Automated Bayesian model discovery for time series data☆84Updated 2 weeks ago
- Continuously tempered Hamiltonian Monte Carlo☆12Updated 8 years ago
- Probabilistic programming with programmable variational inference.☆22Updated last year
- All things Monte Carlo, written in JAX.☆32Updated 2 years ago
- Automatic Reparameterisation of Probabilistic Programs☆36Updated 5 years ago
- Kullback-Leibler projections for Bayesian model selection in Python☆40Updated last week
- An experimental language for causal reasoning☆241Updated last month