dfm / tinygpLinks
The tiniest of Gaussian Process libraries
☆333Updated this week
Alternatives and similar repositories for tinygp
Users that are interested in tinygp are comparing it to the libraries listed below
Sorting:
- Probabilistic Programming and Nested sampling in JAX☆219Updated last month
- State of the art inference for your bayesian models.☆231Updated 3 weeks ago
- Gaussian processes in JAX and Flax.☆579Updated this week
- Normalizing-flow enhanced sampling package for probabilistic inference in Jax☆255Updated 3 months ago
- Oryx is a library for probabilistic programming and deep learning built on top of Jax.☆296Updated 3 weeks ago
- ☆213Updated this week
- Likelihood-free AMortized Posterior Estimation with PyTorch☆132Updated last year
- Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/☆536Updated last month
- BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.☆1,005Updated 2 months ago
- Interpolation and function approximation with JAX☆245Updated this week
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆105Updated 2 years ago
- Minimal Implementation of Bayesian Optimization in JAX☆102Updated 9 months ago
- Probabilistic Numerics in Python.☆457Updated 7 months ago
- A differentiable cosmology library in JAX☆222Updated 7 months ago
- A system for scientific simulation-based inference at scale.☆164Updated last year
- Linear solvers in JAX and Equinox. https://docs.kidger.site/lineax☆509Updated this week
- MCHMC: sampler from an arbitrary differentiable distribution☆75Updated last month
- ⚡️ zeus: Lightning Fast MCMC ⚡️☆241Updated last year
- Add a tqdm progress bar to your JAX scans and loops.☆124Updated 8 months ago
- Community-sourced list of papers and resources on neural simulation-based inference.☆144Updated last week
- 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
- Mathematical operations for JAX pytrees☆207Updated last year
- Just a little MCMC☆235Updated last year
- Simulation-based inference benchmark☆108Updated last year
- Turn SymPy expressions into trainable JAX expressions.☆359Updated 9 months ago
- Probabilistic modeling of tabular data with normalizing flows.☆58Updated 3 weeks ago
- Tools for an Aesara-based PPL.☆67Updated last year
- sbi is a Python package for simulation-based inference, designed to meet the needs of both researchers and practitioners. Whether you nee…☆781Updated this week
- Numerical quadrature with JAX☆75Updated 2 weeks ago
- Manifold Markov chain Monte Carlo methods in Python☆236Updated last month