jeremiecoullon / SGMCMCJaxLinks
Lightweight library of stochastic gradient MCMC algorithms written in JAX.
☆105Updated 2 years ago
Alternatives and similar repositories for SGMCMCJax
Users that are interested in SGMCMCJax are comparing it to the libraries listed below
Sorting:
- Normalizing Flows using JAX☆85Updated 2 years ago
- Simulation-based inference benchmark☆107Updated 11 months ago
- Likelihood-free AMortized Posterior Estimation with PyTorch☆131Updated last year
- ☆205Updated last month
- State of the art inference for your bayesian models.☆231Updated 7 months ago
- Tutorials and sampling algorithm comparisons☆79Updated last week
- A generic interface for linear algebra backends☆75Updated last month
- Bayes-Newton—A Gaussian process library in JAX, with a unifying view of approximate Bayesian inference as variants of Newton's method.☆241Updated 2 years ago
- Minimal Implementation of Bayesian Optimization in JAX☆100Updated 8 months ago
- ☆52Updated 2 years ago
- Exponential families for JAX☆75Updated this week
- Approximate inference for Markov Gaussian processes using iterated Kalman smoothing, in JAX☆102Updated 2 years ago
- Probabilistic Programming and Nested sampling in JAX☆216Updated last week
- Deep GPs built on top of TensorFlow/Keras and GPflow☆127Updated last year
- Add a tqdm progress bar to your JAX scans and loops.☆122Updated 7 months ago
- Documentation:☆125Updated 2 years ago
- Conditional density estimation with neural networks☆35Updated 11 months ago
- Code for Gaussian Score Matching Variational Inference☆35Updated 10 months ago
- Oryx is a library for probabilistic programming and deep learning built on top of Jax.☆292Updated 2 weeks ago
- Code for efficiently sampling functions from GP(flow) posteriors☆74Updated 5 years ago
- Probabilistic modeling of tabular data with normalizing flows.☆58Updated last week
- Extensible Tensorflow library for differentiable particle filtering. ICML 2021.☆42Updated 2 years ago
- Matrix-free linear algebra in JAX.☆153Updated 3 weeks ago
- The tiniest of Gaussian Process libraries☆327Updated 3 weeks ago
- A LinearOperator implementation to wrap the numerical nuts and bolts of GPyTorch☆120Updated last week
- Mathematical operations for JAX pytrees☆205Updated last year
- All things Monte Carlo, written in JAX.☆32Updated 2 years ago
- Gaussian process modelling in Python☆226Updated last year
- Stencil computations in JAX☆71Updated last month
- Bayesian inference with Python and Jax.☆34Updated 3 years ago