JaxGaussianProcesses / GPJaxLinks
Gaussian processes in JAX and Flax.
☆541Updated last week
Alternatives and similar repositories for GPJax
Users that are interested in GPJax are comparing it to the libraries listed below
Sorting:
- Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/☆476Updated last week
- BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.☆960Updated last week
- ☆192Updated this week
- Linear solvers in JAX and Equinox. https://docs.kidger.site/lineax☆481Updated 2 months ago
- Oryx is a library for probabilistic programming and deep learning built on top of Jax.☆280Updated 2 weeks ago
- State of the art inference for your bayesian models.☆226Updated 5 months ago
- Bayes-Newton—A Gaussian process library in JAX, with a unifying view of approximate Bayesian inference as variants of Newton's method.☆239Updated last year
- A LinearOperator implementation to wrap the numerical nuts and bolts of GPyTorch☆115Updated 3 weeks ago
- Probabilistic Numerics in Python.☆458Updated 3 months ago
- A Python package for probabilistic state space modeling with JAX☆875Updated 3 months ago
- ☆599Updated last week
- Hardware accelerated, batchable and differentiable optimizers in JAX.☆999Updated 2 weeks ago
- Turn SymPy expressions into trainable JAX expressions.☆351Updated 6 months ago
- A Bayesian optimization toolbox built on TensorFlow☆240Updated 2 weeks ago
- Normalizing-flow enhanced sampling package for probabilistic inference in Jax☆251Updated 2 months ago
- Optimal transport tools implemented with the JAX framework, to solve large scale matching problems of any flavor.☆662Updated this week
- Minimal Implementation of Bayesian Optimization in JAX☆97Updated 6 months ago
- Add a tqdm progress bar to your JAX scans and loops.☆117Updated 5 months ago
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆105Updated 2 years ago
- Interpolation and function approximation with JAX☆225Updated last week
- Compositional Linear Algebra☆489Updated 2 months ago
- Structural Time Series in JAX☆200Updated last year
- Second Order Optimization and Curvature Estimation with K-FAC in JAX.☆293Updated last week
- Deep GPs built on top of TensorFlow/Keras and GPflow☆127Updated last year
- Probabilistic Programming and Nested sampling in JAX☆209Updated 2 months ago
- Likelihood-free AMortized Posterior Estimation with PyTorch☆131Updated last year
- Uncertainty quantification with PyTorch☆374Updated 2 weeks ago
- sbi is a Python package for simulation-based inference, designed to meet the needs of both researchers and practitioners. Whether you nee…☆740Updated last week
- Matrix-free linear algebra in JAX.☆141Updated last month
- Zero-copy MPI communication of JAX arrays, for turbo-charged HPC applications in Python☆496Updated last week