aesara-devs / aepplLinks
Tools for an Aesara-based PPL.
☆65Updated 7 months ago
Alternatives and similar repositories for aeppl
Users that are interested in aeppl 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
- An HMC/NUTS implementation in Aesara☆32Updated 2 years ago
- Tutorials and sampling algorithm comparisons☆75Updated this week
- State of the art inference for your bayesian models.☆219Updated last month
- Exploring and eliciting probability distributions☆139Updated last week
- Exponential families for JAX☆71Updated this week
- Sampling with Blackjax on Aesara☆11Updated 2 years ago
- Python wrapper for nuts-rs☆152Updated last week
- Bayesian inference and posterior analysis for Python☆44Updated last year
- A generic interface for linear algebra backends☆73Updated 3 months ago
- Inference Combinators in JAX☆49Updated last month
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆104Updated last year
- probabilistic programming focused on fun☆41Updated 7 months ago
- An introduction to functional programming for scalable statistical computing☆75Updated 11 months ago
- Structural Time Series in JAX☆192Updated last year
- Powerful add-ons for PyMC☆105Updated this week
- Database with posteriors of interest for Bayesian inference☆202Updated 2 weeks ago
- Bayesian Regression Models in Pyro☆72Updated 11 months ago
- Tools for JAX☆47Updated this week
- Solve ODEs fast, with support for PyMC☆114Updated last year
- Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.☆330Updated last year
- Probabilistic Programming and Nested sampling in JAX☆184Updated 2 weeks ago
- Automated Bayesian model discovery for time series data☆75Updated last week
- Oryx is a library for probabilistic programming and deep learning built on top of Jax.☆267Updated last week
- Compares Stan, PyMC, and PyMC + JAX numpyro sampler on a model for tennis☆32Updated 2 years ago
- The tiniest of Gaussian Process libraries☆310Updated last week
- ☆17Updated 2 years ago
- Minimal Implementation of Bayesian Optimization in JAX☆95Updated 2 months ago
- Mathematical operations for JAX pytrees☆198Updated 6 months ago
- A backend for storing MCMC draws.☆19Updated last month