alonfnt / bayex
Minimal Implementation of Bayesian Optimization in JAX
☆91Updated 3 months ago
Alternatives and similar repositories for bayex:
Users that are interested in bayex are comparing it to the libraries listed below
- Multiple dispatch over abstract array types in JAX.☆115Updated this week
- Stencil computations in JAX☆70Updated last year
- ☆154Updated last month
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆102Updated last year
- Add a tqdm progress bar to your JAX scans and loops.☆105Updated 2 weeks ago
- Matrix-free linear algebra in JAX.☆116Updated 3 months ago
- Turning SymPy expressions into JAX functions☆44Updated 4 years ago
- Probabilistic Programming and Nested sampling in JAX☆174Updated this week
- A generic interface for linear algebra backends☆73Updated last month
- Mathematical operations for JAX pytrees☆199Updated 4 months ago
- Bayesian inference with Python and Jax.☆32Updated 2 years ago
- A LinearOperator implementation to wrap the numerical nuts and bolts of GPyTorch☆107Updated last month
- Visualize, create, and operate on pytrees in the most intuitive way possible.☆45Updated 3 months ago
- JAX Arrays for human consumption☆92Updated last year
- State of the art inference for your bayesian models.☆208Updated this week
- A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations☆125Updated 6 months ago
- A small library of paramaterizations and parameter constraints for PyTrees.☆22Updated 5 months ago
- A dead simple Python package for creating custom JAX pytree objects☆63Updated 5 months ago
- Probabilistic solvers for differential equations in JAX. Adaptive ODE solvers with calibration, state-space model factorisations, and cus…☆46Updated last week
- Exponential families for JAX☆64Updated this week
- Oryx is a library for probabilistic programming and deep learning built on top of Jax.☆253Updated 2 weeks ago
- Tools for JAX☆45Updated last week
- Normalizing-flow enhanced sampling package for probabilistic inference in Jax☆230Updated this week
- Interpolation and function approximation with JAX☆170Updated last week
- Fully and Partially Bayesian Neural Nets☆66Updated last week
- Numerical quadrature with JAX☆56Updated last week
- Tutorials and sampling algorithm comparisons☆73Updated this week
- Gaussian processes in JAX and Flax.☆496Updated this week
- Normalizing Flows using JAX☆83Updated last year
- Probabilistic modeling of tabular data with normalizing flows.☆56Updated 2 weeks ago