darrenjw / fp-ssc-course
An introduction to functional programming for scalable statistical computing
☆74Updated 10 months ago
Alternatives and similar repositories for fp-ssc-course:
Users that are interested in fp-ssc-course are comparing it to the libraries listed below
- Tutorials and sampling algorithm comparisons☆75Updated this week
- A Simple Statistical Distribution Library in JAX☆16Updated last year
- Tools for an Aesara-based PPL.☆65Updated 6 months ago
- State of the art inference for your bayesian models.☆212Updated this week
- Bayesian inference and posterior analysis for Python☆44Updated last year
- Inference Combinators in JAX☆47Updated 6 months ago
- AeMCMC is a Python library that automates the construction of samplers for Aesara graphs representing statistical models.☆39Updated last year
- probabilistic programming focused on fun☆40Updated 6 months ago
- An HMC/NUTS implementation in Aesara☆32Updated last year
- Exponential families for JAX☆67Updated last week
- Oryx is a library for probabilistic programming and deep learning built on top of Jax.☆257Updated last week
- Bayesian inference for a logistic regression model in various languages☆42Updated last year
- Jax SSM Library☆49Updated 2 years ago
- Database with posteriors of interest for Bayesian inference☆195Updated this week
- Simulation based calibration and generation of synthetic data.☆50Updated last month
- Tools for JAX☆45Updated 2 weeks ago
- Bayesian Regression Models in Pyro☆71Updated 9 months ago
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆103Updated last year
- A generic interface for linear algebra backends☆73Updated 2 months ago
- Structural Time Series in JAX☆190Updated 11 months ago
- Documentation:☆119Updated last year
- Efficient, lightweight variational inference and approximation bounds☆43Updated last year
- A simple library to run variational inference on Stan models.☆30Updated 2 years ago
- Home for the computational inference reading group.☆17Updated 5 years ago
- Sampling with Blackjax on Aesara☆11Updated 2 years ago
- ☆20Updated 2 years ago
- Compares Stan, PyMC, and PyMC + JAX numpyro sampler on a model for tennis☆32Updated 2 years ago
- Bayes-Newton—A Gaussian process library in JAX, with a unifying view of approximate Bayesian inference as variants of Newton's method.☆231Updated last year
- Bayesian Bandits☆68Updated last year
- Probabilistic Programming and Nested sampling in JAX☆177Updated 3 weeks ago